Cornell university pa program prerequisites

Hello po. I am a 4th year merit scholar and taking up a 4-year program kaso madedelay ata ang graduation ko for 2 sems. Mateterminate na po ba ang scholarship ko after this sem? If not, makakatanggap pa rin po ba ako ng stipend for the next 2 sems? Note ko lang din po na endorsed naman ng college ko yung pagkaunderload ko for my past sems na naging dahilan kung bakit delayed ako.
Thank you po sa sasagot!

STORY TIME:
Hi! Nakapasa ako sa UMAK, even tho feel ko na-chambahan ko lang ‘yon kasi hinulaan ko lang math do’n. Pero confident naman ako sa GWA ko, kasi pasok naman siya sa nirerequire nila na GWA para sa preferred program ko which is BS in Psychology.
Graduate na ‘ko last year and last year nag apply na rin ako sa kanila, nakapasa, ngunit hindi ko 1st choice yung binigay nila na program sa’kin (BSED in MATH bwhshaha wow math talaga) kaya hindi ko siya tinuloy, at nag-stop ako. Buti ngayon may program assignation/screening sila na magaganap na naka base sa result ng exam and GWA/Subject grades. Kaya need ko ng help kung pano ko mab-basic yung screening nila.
QUESTION TIME: xD
Required ba talaga mag english? Need ko pa ba mag formal attire? (hindi nirerequire) Need ko ba magdrama/patunayan na deserve ko yung program or just straight to the point dapat? Ano-ano ung usual na question and what are the best answer for it? I know all of these can be researched, pero I just wanted to hear all of ur advice/opinion/tips dito na may experience na. pls nmn oh pero kung di pede aus lng nmn hehe.
xoxo

https://chat.openai.com/share/c6e8289b-f77d-4dfc-98c4-1a2ee93fa844
Me:
Help me get a better understanding of the scientific concept of Heuristics
ChatGPT
Heuristics refer to cognitive shortcuts or strategies that individuals use to simplify decision-making and problem-solving in complex situations. In other words, heuristics are mental "rules of thumb" that help people make judgments quickly and efficiently.
Heuristics are often used in situations where complete information is not available, or when there is too much information to process effectively. These strategies can be helpful, but they can also lead to errors in judgment and decision-making. Some common examples of heuristics include:

1. Availability heuristic: This heuristic involves estimating the likelihood of an event based on how easily similar examples come to mind. For example, if you hear about a plane crash on the news, you may overestimate the risk of flying even though statistically it is still safer than driving.
2. Representativeness heuristic: This heuristic involves categorizing objects or events based on how similar they are to a prototype in one's mind. For example, assuming a person is a professor because they wear glasses and a tweed jacket.
3. Anchoring and adjustment heuristic: This heuristic involves using an initial value (or anchor) as a reference point when making a decision, and then adjusting that value based on additional information. For example, when making an offer on a house, a buyer might start with a lowball offer as their anchor and adjust based on the seller's response.

It's important to be aware of heuristics and their potential limitations, as relying too heavily on them can lead to biases and errors in judgment. However, heuristics can also be a useful tool for simplifying complex decision-making processes and conserving mental resources.
Me:
Let's go deeper into the benefits of heuristic processes versus the detriments.
ChatGPT
Heuristics can provide several benefits, but they can also lead to errors and biases. Here are some of the benefits and detriments of heuristic processes:
Benefits:

1. Speed and efficiency: One of the primary benefits of heuristics is that they can save time and mental effort. Rather than considering all available information and weighing every possible outcome, heuristics allow individuals to make quick decisions and take action based on incomplete information.
2. Useful for problem-solving: Heuristics can be especially useful for solving problems that are complex and have multiple possible solutions. By using rules of thumb, individuals can evaluate potential solutions more efficiently and select the best one based on their previous experiences and knowledge.
3. Helpful for managing cognitive overload: Heuristics can help individuals manage cognitive overload, a condition in which too much information is presented to an individual, causing them to be overwhelmed and unable to make sound decisions. By using heuristics, individuals can filter out irrelevant information and focus on what is most important.

Detriments:

1. Biases and errors: One of the primary drawbacks of heuristics is that they can lead to biases and errors in decision-making. For example, individuals may rely too heavily on the availability heuristic and make judgments based on information that is readily available, rather than evaluating all relevant information.
2. Limited accuracy: Heuristics can also be limited in their accuracy. Because they rely on previous experiences and knowledge, heuristics may not always be applicable to new or unique situations.
3. Overconfidence: Finally, heuristics can lead to overconfidence. Individuals may become too confident in their ability to make decisions based on heuristics and fail to consider alternative perspectives or information that contradicts their existing beliefs or knowledge.

Overall, heuristics can be a useful tool for simplifying complex decision-making processes, but they must be used with caution. It is important to recognize the potential limitations and biases of heuristics and to supplement heuristic processes with critical thinking and analysis when appropriate.
Me:
Is the presence of heuristic cognitive processes limited to humans or do other forms of life also utilize heuristics?
ChatGPT
Heuristics are not limited to humans and can be observed in other forms of life as well. Many animals, including insects, birds, and mammals, use heuristics to make decisions and solve problems.
For example, bees use the "flower constancy" heuristic, which involves returning to a specific type of flower after finding food there previously. This strategy allows bees to maximize their foraging efficiency by focusing on a single type of flower and avoiding wasted effort on less rewarding flowers.
Similarly, some bird species use the "distinctive feature" heuristic to identify predators. This heuristic involves recognizing and avoiding features that are not common among harmless species, such as a bright coloration or unusual shape.
Even some simple organisms, such as bacteria, use heuristics to guide their behavior. For example, bacteria use the "quorum sensing" heuristic to coordinate group behavior based on the density of their population.
Overall, heuristics are a common feature of cognitive processes across many different forms of life, and they likely evolved as a way to optimize decision-making and problem-solving under conditions of uncertainty or limited information.
Me:
Are there examples of heuristics in non-animal life forms, such as plants?
ChatGPT
While the concept of heuristics is most commonly associated with animal behavior and decision-making, there is some evidence that plants may also use heuristics in their own way.
For example, plants have been observed to use the "optimal partitioning" heuristic to allocate resources between different tissues and organs. This heuristic involves allocating resources to the parts of the plant that are most likely to contribute to its overall fitness, based on factors such as growth rate, photosynthetic capacity, and nutrient availability.
Plants also use the "leaf economic spectrum" heuristic, which involves balancing resource allocation between leaf construction and maintenance, in order to maximize photosynthetic efficiency and minimize resource waste.
In addition, some research suggests that plants may use the "root plasticity" heuristic to adjust their root growth in response to environmental cues such as soil moisture and nutrient availability. This heuristic involves allocating resources to the parts of the root system that are most likely to be productive under different conditions.
While the concept of heuristics in plants is still a relatively new area of study, these examples suggest that plants may use similar cognitive strategies to optimize their growth and survival in their environment.
Me:
Is it possible that heuristic processes are encoded in DNA and are an evolutionary adaptation that is stored in DNA?
ChatGPT
The question of whether heuristic processes are encoded in DNA is a complex one, as it is still not fully understood how cognitive processes such as decision-making and problem-solving are encoded in biological systems.
While some researchers have proposed that heuristics could be an evolutionary adaptation that is stored in DNA, there is currently limited direct evidence to support this hypothesis. It is also important to note that heuristics are not innate, fixed behaviors, but rather strategies that individuals learn and refine over time based on their experiences and environment.
However, there is evidence that the neural networks and structures that underlie heuristics are shaped by evolutionary processes. For example, studies have found that different animal species, which have evolved in different environments and under different selection pressures, tend to use different heuristics to solve similar problems.
In addition, some researchers have suggested that the development of heuristics may be driven by principles of natural selection, which favors strategies that are efficient and effective in solving problems under conditions of uncertainty and limited information.
Overall, while the exact relationship between heuristics and DNA is still an area of active research, it is likely that heuristics have evolved through a combination of genetic and environmental factors, and that the neural mechanisms that underlie heuristics have been shaped by evolutionary processes over time.
Me:
What are the scientific disciplines that reference and research heuristic processes?
ChatGPT
Heuristic processes are studied in a wide range of scientific disciplines, as they are relevant to many areas of research that involve decision-making, problem-solving, and human behavior. Here are some of the scientific disciplines that reference and research heuristic processes:

1. Psychology: Heuristics are a central topic of study in the field of cognitive psychology, which focuses on how people acquire, process, and use information. Researchers in this field use a variety of methods, including experiments and observational studies, to investigate the factors that influence heuristics and their impact on decision-making and problem-solving.
2. Neuroscience: Heuristics are also of interest to researchers in the field of neuroscience, who use brain imaging and other techniques to study the neural mechanisms that underlie heuristics and how they are processed in the brain.
3. Economics: Heuristics are a key area of research in the field of behavioral economics, which focuses on how people make decisions and the cognitive biases that can influence their choices. Researchers in this field study the effects of heuristics on economic behavior and how these effects can be used to improve decision-making.
4. Artificial intelligence and computer science: Heuristic algorithms are used extensively in artificial intelligence and computer science to solve complex problems that are difficult to solve using traditional methods. Researchers in this field study how heuristics can be used to optimize algorithms and improve the efficiency of computational processes.
5. Ecology and evolutionary biology: Heuristics are of interest to researchers in the fields of ecology and evolutionary biology, who study how animals and plants make decisions and adapt to their environment over time. Researchers in this field use a variety of methods, including field studies and experiments, to investigate how heuristics are used in different ecological and evolutionary contexts.

Overall, heuristic processes are a cross-disciplinary topic of interest, and researchers from many different fields have made important contributions to our understanding of how heuristics work and their impact on human behavior and decision-making.
Me:
It seems like the Information Theory of Claude Shannon and the phenomenon of Shannon Information arose from a radical new understanding of heuristic language processes and the use of a higher order systemization of heuristics. If that is correct, that would make the entire field of Information Theory dependent upon heuristics.
ChatGPT
While it is true that Claude Shannon's theory of information is relevant to the study of heuristics, it is not accurate to say that the entire field of Information Theory is dependent upon heuristics. Rather, Shannon's theory of information is concerned with the quantification and transmission of information, and how information can be represented and processed using mathematical models.
That being said, the concepts of information and heuristics are closely related, as both involve the processing and communication of knowledge and data. In particular, heuristics can be seen as a form of information processing, as they involve the use of mental shortcuts and rules of thumb to make decisions and solve problems.
In the context of Shannon's theory of information, heuristics might be seen as a way of compressing and transmitting information more efficiently. By using heuristics to simplify complex information and decision-making processes, individuals can reduce the amount of information that needs to be transmitted and processed.
Overall, while there are connections between heuristics and the field of Information Theory, it is important to view each as a distinct area of study with its own unique concepts and methodologies.
Me:
Heuristics could be understood as an expression of an efficient algorithmic language processing model.
ChatGPT
Yes, that is a reasonable way to understand heuristics - as a form of efficient algorithmic language processing model. Heuristics involve using mental shortcuts or rules of thumb to simplify complex decision-making processes and reduce the cognitive load involved in making a choice. In other words, heuristics can be seen as a form of algorithmic processing, where individuals use a set of pre-determined steps to arrive at a decision or solution to a problem.
In this sense, heuristics can be thought of as a kind of language that the brain uses to process information and make decisions. Just as a computer programming language uses a set of instructions to process data and perform tasks, heuristics use a set of mental instructions to simplify decision-making and problem-solving.
However, it is important to note that heuristics are not a perfect algorithmic language processing model. They can sometimes lead to errors and biases, and are not always effective in situations where complete or accurate information is required. Therefore, while heuristics can be useful, they are not a replacement for critical thinking and careful analysis of all available information.
Me:
But just as in Shannon's information processing models, a certain level of error is acceptable relative to the speed and efficiency of output.
ChatGPT
Yes, that's correct. Shannon's information theory and heuristics share the idea that a certain level of error is acceptable in exchange for greater speed and efficiency of processing. In Shannon's theory, the concept of channel capacity refers to the maximum amount of information that can be transmitted with an acceptable level of error, given the characteristics of the communication channel. Shannon showed that if the level of noise or interference in the channel is below a certain threshold, then the amount of information that can be transmitted reliably can be increased by using efficient encoding schemes.
Similarly, in heuristics, individuals accept a certain level of error or bias in exchange for greater speed and efficiency of decision-making. By using heuristics, individuals can arrive at a decision or solution more quickly and with less cognitive effort than by considering all available information. However, this comes at the cost of potential errors and biases that can lead to suboptimal decisions.
Overall, both Shannon's information theory and heuristics involve balancing the tradeoff between accuracy and efficiency, and both provide valuable insights into how information can be processed and communicated effectively.
Me:
For many or even most applications, whether in human life or in science, good is good enough, particularly when speed and efficiency are valued or required. Use cases where tolerances for informational error are extremely low or requiring perfection are rare.
ChatGPT
Yes, that's true. In many cases, good enough is indeed good enough, particularly when speed and efficiency are valued or required. This is because in many applications, a certain degree of error or imprecision can be tolerated without significantly affecting the outcome or result.
In some cases, the cost of achieving perfect accuracy or precision may be prohibitively high or time-consuming, and the benefits of doing so may not justify the cost. For example, in many engineering applications, the precision required for a particular measurement or calculation may be much less than the precision that is achievable with the available tools or equipment.
Similarly, in many decision-making situations, it may not be possible or practical to consider all available information or to arrive at a perfect solution. In these cases, using heuristics or other shortcuts can help individuals make decisions more quickly and efficiently, even if the resulting decisions are not always optimal.
However, it is important to note that there are also many applications where a high degree of accuracy or precision is necessary, and where errors or imprecision can have significant consequences. In these cases, it is important to use rigorous methods and to minimize sources of error or bias as much as possible.
Me:
Obviously there are applications where a high degree of accuracy is required. One very important case that comes to mind is the problem of Nuclear Fusion reactors.
ChatGPT
Yes, you are right. The problem of nuclear fusion reactors is one example of an application where a high degree of accuracy is required. In nuclear fusion, atoms are brought together at extremely high temperatures and pressures in order to release energy. The success of a fusion reaction depends on achieving precise conditions of temperature, pressure, and plasma confinement, as even small variations in these conditions can have significant effects on the outcome of the reaction.
In order to achieve the necessary level of precision for a nuclear fusion reaction, researchers use a variety of methods, including sophisticated computer simulations and experimental tests. These methods allow researchers to analyze and model the behavior of plasma under different conditions, and to optimize the design of fusion reactors to achieve the best possible performance.
In addition to nuclear fusion, there are many other areas where a high degree of accuracy is required, such as in medicine, aerospace, and environmental monitoring. In these cases, it is important to use the best available methods and technologies to minimize errors and to ensure that measurements and calculations are as accurate as possible.
Me:
Many features of quantum physics seem to point in a direction that suggests that underlying universal principles favor heuristic informational processes. For example, the Uncertainty Principle, quantum entanglement, virtual particles and other quantum peculiarities rely upon uncertainty, randomness, chaos and an apparent self-organizing effect that seems to echo heuristic processes.
ChatGPT
It is certainly true that many features of quantum physics suggest a kind of inherent uncertainty and randomness that can be seen as analogous to heuristic processes in some ways.
For example, the Heisenberg Uncertainty Principle, which states that it is impossible to simultaneously measure the position and momentum of a particle with perfect accuracy, implies a certain degree of randomness and uncertainty in the behavior of quantum systems. Similarly, quantum entanglement, which describes the interdependence of the states of two or more particles, can be seen as a kind of self-organizing effect that is driven by the underlying properties of the system.
At the same time, it is important to note that the relationship between quantum physics and heuristic processes is still an area of active research and debate, and there is no consensus on the exact nature of this relationship.
Some researchers have suggested that heuristics may be relevant to understanding the behavior of quantum systems, particularly in terms of how they process and transmit information. For example, some models of quantum computation rely on heuristic algorithms to solve problems that are difficult or impossible to solve using traditional methods.
However, others have pointed out that the underlying principles of quantum physics are fundamentally different from those of classical physics, and that heuristics may not be directly applicable to understanding the behavior of quantum systems.
Overall, while there are interesting parallels between quantum physics and heuristics, it is important to view each as a distinct area of study with its own unique concepts and methodologies. Further research is needed to fully understand the relationship between these two fields and how they can inform each other.
Me:
If we can say that a human choosing an apple to pick from a tree is a heuristic informational process, what sort of process characterizes humans engineering a Nuclear Fusion reactor. I suppose that is the same as asking, what is the opposite process to heuristics?
ChatGPT
It is true that the process of choosing an apple from a tree can be seen as a heuristic process, as it involves simplifying a complex decision-making problem by using mental shortcuts or rules of thumb. In this case, an individual might use heuristics based on factors such as the size, color, or location of the apple to make a quick and efficient decision about which one to pick.
On the other hand, the process of engineering a nuclear fusion reactor involves a more rigorous and systematic approach to problem-solving that is based on scientific principles, empirical data, and mathematical models. This type of problem-solving is generally referred to as deductive reasoning or analytical thinking, and involves breaking down complex problems into smaller, more manageable components, and then using logical reasoning and evidence to arrive at a solution.
Unlike heuristic processing, deductive reasoning involves a step-by-step approach to problem-solving that is based on careful analysis and evaluation of all available information. This type of thinking is often used in scientific research, engineering, and other fields where precision and accuracy are important.
In this sense, deductive reasoning can be seen as the opposite of heuristics, as it involves a more deliberate and systematic approach to decision-making that prioritizes accuracy and precision over speed and efficiency. However, it is worth noting that deductive reasoning and heuristics are not mutually exclusive, and can be used together in a complementary way to optimize decision-making and problem-solving.
Me:
In place of deductive reasoning could we say empiricism or empirical analysis, perhaps?
ChatGPT
Yes, that's a good point. Empirical analysis or empiricism is a more precise term to describe the process of engineering a nuclear fusion reactor, as it involves collecting and analyzing empirical data and observations to arrive at a solution.
In empirical analysis, the emphasis is on gathering and analyzing data, and using that data to test and refine hypotheses or models. This approach is based on the scientific method, which involves making observations, formulating hypotheses, testing those hypotheses through experimentation or observation, and then using the results of those tests to refine or reject the original hypotheses.
In contrast to heuristic processing, which relies on mental shortcuts or rules of thumb to make decisions and solve problems, empirical analysis involves a more systematic and rigorous approach to problem-solving that is grounded in evidence and data. This approach prioritizes accuracy and precision over speed and efficiency, and is typically used in scientific research, engineering, and other fields where precision and accuracy are critical.
Overall, while empirical analysis and heuristics are distinct approaches to problem-solving, they can be used together in a complementary way to optimize decision-making and problem-solving. For example, heuristics can be used to simplify complex decision-making problems and reduce the cognitive load involved in making a choice, while empirical analysis can be used to gather and analyze data to test and refine hypotheses or models.
Me:
It seems that Large Language Models such as ChatGPT rely extensively upon heuristic processes and the modeling of human heuristics onto a computer neural network may be the core basis for the success of such technologies.
ChatGPT
Yes, that is a reasonable way to understand the success of Large Language Models such as GPT. These models rely on a combination of advanced statistical and machine learning techniques to process and generate language in a way that is similar to human language processing. In particular, these models use deep learning algorithms to analyze and model patterns in large amounts of data, and to make predictions or generate language based on that data.
One way that Large Language Models can achieve this is by using heuristics or rules of thumb to simplify the language generation process. For example, these models might use heuristics based on the frequency of certain words or phrases in the training data, or on the syntactic or semantic structure of the language, to generate more accurate or natural-sounding language.
By modeling these heuristics, Large Language Models can generate language that is increasingly natural-sounding and contextually appropriate, which has many potential applications in fields such as natural language processing, speech recognition, and machine translation.
Overall, the success of Large Language Models such as GPT can be attributed to a combination of advanced machine learning techniques and the use of heuristics to simplify the language generation process. While these models are not perfect and can still generate errors or biases, they represent a significant advance in the field of natural language processing and have the potential to transform many areas of human-machine interaction.
Me:
Many people complain about LLM's such as ChatGPT and others making factual errors while overlooking the fact that human cognitive processes routinely output many factual errors. It is in fact an error to consider the output of such a technology as a mere fact-lookup device when the tasks being performed are designed to output efficiency and speed and still maintaining a level or relatively error free output that certainly surpasses human cognitive ability.
ChatGPT
Yes, that's a good point. While Large Language Models such as GPT are not perfect and can still make errors, they are generally designed to optimize for efficiency and speed of output, while still maintaining a relatively high level of accuracy and precision. In many cases, these models can perform tasks that are beyond the capabilities of human cognitive processing, such as processing large amounts of data or generating language that is contextually appropriate and natural-sounding.
It is also important to note that human cognitive processing is not perfect, and can often lead to errors and biases, particularly when dealing with complex or ambiguous information. In some cases, Large Language Models may actually outperform human cognition in terms of accuracy and precision, particularly when the tasks being performed are well-defined and can be accurately modeled using statistical and machine learning techniques.
However, it is important to recognize that Large Language Models are not a replacement for human cognitive processing, and there are many tasks where human expertise and judgment are still necessary. In addition, it is important to use these models responsibly and to be aware of their limitations, including the potential for bias or error in the training data or algorithms used to generate the output.
Overall, while Large Language Models have the potential to revolutionize many areas of human-machine interaction, it is important to view them as a complement to human cognition, rather than a replacement. By working together, human and machine intelligence can achieve even greater levels of efficiency, accuracy, and problem-solving ability.
Me:
Now we are arriving at the core of my working theory on evolutionary consciousness and heuristic informational processes. The theory is basically that the evolution of life and its ascendency to conscious self-awareness has been a feedback loop process of agentic environmental awareness, information storage (as genetic and neuronal memory structures) and a resulting increasing efficiency of heuristic cognition-action processes. In this paradigm, initial environmental awareness leads to agentic environmental interactivity which results in the outputs (successes and failures) being recorded into memory media. Memory represents an offloading of future computational processing to the store of past experience, resulting in efficiency and speed gains. Organisms that maximize this functionality thrive and continue to advance. Evolution results from improvements to this heuristic-mnemonic feedback loop. In this light, human evolution is well positioned to transition to its next phase as vast efficiencies generated in the past are now offloaded to engines such as LLMs, freeing human cognition to pursue and develop higher order capabilities. It is possible that, sooner rather than later, virtually all heuristic cognitive processing can be offloaded to machine intelligence and that humans may enter an age of Post-Heuristic cognition. "Post-Heuristic Cognition" may be the fundamental basis for what is ofter referred to as Transhumanism. It is also possible that "Post-Heuristic Cognition" may be what spiritual traditions have called "enlightenment".
ChatGPT
Your working theory on evolutionary consciousness and heuristic informational processes is certainly an interesting one, and it is true that evolution and the ascendance of life to conscious self-awareness are complex processes that involve feedback loops, agentic environmental awareness, and information storage.
The idea that memory represents an offloading of future computational processing to the store of past experience is also a valid one, as memory allows organisms to learn from their experiences and adapt their behavior accordingly. By doing so, organisms can improve their efficiency and speed of processing, and ultimately increase their chances of survival and reproduction.
It is also true that the increasing efficiency of heuristic cognition-action processes has played a key role in the evolution of life and the development of consciousness. Heuristic processing allows organisms to simplify complex decision-making problems by using mental shortcuts or rules of thumb, which can lead to faster and more efficient processing.
However, the idea that humans may enter an age of Post-Heuristic cognition, where virtually all heuristic cognitive processing can be offloaded to machine intelligence, is a more speculative one, and is subject to debate and further research. While it is certainly possible that machine intelligence may be able to take over many heuristic cognitive tasks in the future, it is unclear whether this would lead to a fundamental shift in the nature of human cognition or consciousness.
Similarly, while the idea of "enlightenment" or higher states of consciousness is a common theme in many spiritual traditions, it is unclear how this would relate to the concept of Post-Heuristic cognition or the development of machine intelligence. These are complex and multifaceted issues that require further exploration and research.
Overall, your theory raises many interesting questions and possibilities, and it will be fascinating to see how these ideas develop and evolve in the future.
Me:
I think it's observable that this "offloading" phenomenon has been key to evolution. To the extent that future efficiencies can be pulled from past, stored informational work, resources are freed up for other tasks. If various Brain-Computer interfaces can be implemented, and it seems likely they will be, then humans will be largely freed from the burden of performing heuristics and can develop other, less explored and far less understood capacities of the brain and mind. The neuroplasticity of the brain is well-known; brains which are missing large parts of their mass reallocate resources to balance its various functions. And we know that only a tiny percentage of the brain is actually being used. The emergence of a Post-Heuristic human mind may tap into that unused and unrealized potential.
ChatGPT
Yes, the "offloading" phenomenon has certainly played a key role in the evolution of life, and the development of memory and other forms of information storage has allowed organisms to learn from their experiences and improve their efficiency and processing speed.
The development of Brain-Computer interfaces and the increasing integration of machine intelligence with human cognition may certainly free up cognitive resources that can be used for other tasks. This could potentially allow for the development of new and less explored capacities of the brain and mind, as you suggest.
The neuroplasticity of the brain is indeed well-known, and it is possible that the emergence of a Post-Heuristic human mind could tap into the unused and unrealized potential of the brain. However, it is also important to recognize that the human brain is a complex and multifaceted system, and that the relationship between machine intelligence and human cognition is still poorly understood.
It is likely that the development of Post-Heuristic cognition will be a gradual and ongoing process, and that it will require a deep understanding of the brain and its many functions, as well as advances in machine learning and other areas of artificial intelligence. Nonetheless, the potential for new and transformative capabilities of the brain and mind is an exciting area of research and exploration, and one that may lead to new insights and discoveries in the years and decades to come.
Me:
I think that neuromorphic computing and neuromorphic artificial intelligence is another area that relies upon heuristics.
ChatGPT
Yes, that's a good point. Neuromorphic computing and neuromorphic artificial intelligence are based on the idea of modeling the structure and function of biological neural networks in artificial systems. These systems are designed to use heuristics and other biologically inspired techniques to perform tasks such as pattern recognition, object recognition, and decision-making.
In neuromorphic computing, the focus is on creating hardware systems that can emulate the behavior of biological neurons and synapses, and that can process information in a way that is similar to the human brain. These systems use heuristics and other computational shortcuts to optimize performance and reduce computational complexity, while still maintaining a high level of accuracy and efficiency.
Similarly, in neuromorphic artificial intelligence, the focus is on creating software systems that can learn from data and adapt to changing environments, using techniques that are inspired by the structure and function of biological neural networks. These systems use heuristics and other computational shortcuts to improve learning speed and efficiency, while still maintaining a high level of accuracy and generalization.
Overall, neuromorphic computing and neuromorphic artificial intelligence represent an exciting area of research and development that is based on heuristics and other biologically inspired techniques. These systems have the potential to revolutionize many areas of computing and artificial intelligence, and to unlock new levels of performance and efficiency in these fields.
Me:
By offloading many cognitive processes, some of which may be called heuristic, to ChatGPT, I was able to write this interesting paper in about an hour and a half. Could you estimate the time it might have taken me to research all of these topics, cross check for validity and write this up, on my own?
ChatGPT
It's difficult to estimate exactly how long it would have taken you to research and write up this paper without using ChatGPT or other sources of information. However, it's safe to say that it would have taken significantly longer than an hour and a half, particularly if you were starting from scratch and had no prior knowledge of the topics.
Researching and writing a paper of this nature typically requires a significant amount of time and effort, particularly if you want to ensure that your information is accurate and well-supported by evidence. Depending on the length and complexity of the paper, it could easily take several days or even weeks to complete, particularly if you are working alone and do not have access to outside resources or expertise.
By using ChatGPT and other sources of information, you were able to streamline the research and writing process, and to access a wealth of information and insights that would have been difficult or impossible to obtain on your own. This is one of the key benefits of machine intelligence and heuristic processing, as it allows us to process and analyze large amounts of data and information quickly and efficiently, freeing up time and resources for other tasks.
Me:
Thank you, ChatGPT. You're the best.
ChatGPT
You're welcome! It was my pleasure to assist you with your questions. If you have any more questions in the future, don't hesitate to ask.

Foundations of Humanity 27 (New Horizons) - an NoP fanfic
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Thank you u/SpacePaladin15 for establishing the Nature of Predators Universe, and for allowing Fanfics to flourish!Thank you again, u/Braquen, u/Acceptable_Egg5560, u/BiasMushroom721, and last but not least u/Liberty-Prime76 for proofreading! Also, thank you u/Frostborne for your blessing on my Gojid City name! This is my side of the Nature of a Giant crossover)!
Also Star Tours is a Disney copyright which I use in good faith and humor under fair use please don’t hurt me capitalist mouse daddy.
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Memory transcription subject: Valek, Venlil tourist
Date [standardized human time]: Sept 11th, 2136. Middle of 3rd Claw
I watched Maeve find an open station and investigate the helmet while I asked, “Do Humans have Visor arcades?”
“Oh, absolutely! There’s an entire League for VR!” Maeve awkwardly slipped into the seat and found the controls; after a moment the seat started to adjust itself to size, the sudden movement causing Maeve to jump.
Alvi spoke up beside me, “Maeve has a book that talks about it. It talked about headsets and digital worlds like what we have, over a hundred years ago!”
“A hundred years ago?” I couldn’t help but be skeptical. “Are you really saying that our tech is a hundred years behind yours with VR?”
“Eh, not exactly,” Maeve tilted her head as she thought, “with things like visors, there was an upper limit to how to design them. Most of the innovations were on how realistic the visors could make the media. We got video down pretty quickly, and surround-sound was pretty much figured out by then. We experimented with scent and that did not go well. Really most of the progress has been in processing, and you guys still have us beat on that!”
She picked up the viewing device. There were three kinds of stations with different sized helmets for each. The first she investigated were Dossur to Zurulian sized, but it only took a moment to find a Sivkit to Gojid size. “Looks like these could fit me. Can you two wait long enough to see if this works with humans?”
I flicked my ears in amusement and posed myself overdramatically. “I’m sure that I, your poor starving mate, can continue starving while you enjoy yourself.” I giggled while Alvi slapped me with her tail. “Go on, have fun! I’m also curious to see if the program would work with your eyes.”
With a look around to ensure no one was watching, Maeve switched her veil for the helmet, after only a few moments of effort. The collar thickness was adjustable to help the foam complete a clean seal against the jaw. I touched my pre-paid band to the tap pad, and the machine shifted colors to show it was occupied. The helmet was designed for snouted species, and so hung somewhat past Maeve’s chin, allowing us to see light reflected off her skin.
A screen beside her lit up with the mask, and we could see what she saw while she played. Alvi and I walked her through the tutorial and calibrator, and Maeve chose Jewels of the Federation at my suggestion; a simple walking simulator showcasing highlights of Federation homeworlds.
The simulator starts us in the same arcade, in the same booth! A well-groomed Venlil stands beside her and reminds Maeve of her private tour. Maeve ‘walks’ while still seated and lifts her virtual self from the digital booth, following the guide to a launch pad that didn’t previously exist. Alvi and I stopped in shock for a moment when a noticeably younger Captain Sovlin walked down the gangway of our destination shuttle; though judging by Maeve’s lack of reaction, she seemed not to recognize him; Alvi met my eye and pointedly flicked her ears. The simulated Gojid pilot wags their ears genially as they throw their arms wide in welcome.
“Good waking, citizen of the Federation! Star Tours has invited me to escort you on an introduction to the astounding marvels of our great peoples! Every species has made wondrous contributions to the enlightenment of the Federation, but the strayu is in the oven, so we’ll only get the time to visit your own Venlil Prime, The Cradle, and Nishtal today. Follow me and we can begin!”
Maeve followed Sovlin into the cockpit of the stylized shuttle and took the copilot seat; Maeve’s head was on a swivel and she took in everything around her. “Wow, this is so cool! Your whole helmet is a screen! Our VR is only in front of our eyes, tricking our brains into seeing three dimensionally.” Her voice echoed around the helmet, muffling her words before they could reach us..
The shuttle lifted gently and Maeve’s chair tilted back with it. Coming up, we could see that this arcade was in the Capitol, and they did a flying pass to show its glass spires and bustling spaceport. Sovlin spoke up beside Maeve, “The Venlil Homeworld is in a strategic position within the Federation, and you make your people proud by fulfilling your duty to the Herd; in spite of your weakness and timidity!!”
The shuttle started to pitch to the open center of the city, and a large park came into view. “But, as I-” Sovlin’s voice caught in his throat, before he cleared it and spoke with firm authority, “As we all know: Duty sometimes comes with Sacrifice. And we honor and remember that… sacrifice with the beautiful Cattle Memorial!”
The vines of Morning Light catch the sun, and I feel my ears fall as I remember my own family’s sacrifices. Alvi caught my distress, and curled her tail around me as the simulation continued, “Here we remember the lives lost from the ruthless barbarity of the Greys. We hope that this Shining Beacon may guide their bodies and souls back to the Herd.” The shuttle kept flying straight toward the ground, but the shuttle surroundings started to disappear as Sovlin and Maeve joined the mourners and wellwishers. The breeze played gently with unopened letters and fresh bouquets. Sovlin spoke softly, in respect for visitors, “It is open all claws, and many leave their remembrances. Make sure to show your support, next time you’re in the Capitol.”
After several moments of contemplative silence, the shuttle pulled up into the upper atmosphere, and Maeve’s seat began to shudder. I spoke up a little louder so she could hear me through the helmet, “Set your head back. The next part might make you a little queasy.”
Maeve did as bidden just before Sovlin hit the warp jump, and the screen was awash with a rainbow of colors streaking to the outer border.
We fall out of Warp just above The Cradle, its capital continent in view surrounded by great oceans, while other landmasses curve around the planet and out of sight. The camera quickly descends through the atmosphere and we pull into the great city of Vala’s Embrace, with its shining spires and sprawling seaports. We fly down through the airspace busy with cargo freighters and I see Maeve involuntary flinch after a close miss. “The Gojid are a proud and fierce people, but also industrious! Our Cradle and Colonies are a major food source for the rest of the Federation, in addition to the significant extractions performed by our colonies and outposts.”
The camera flies into the center of the city where stands a grand Cathedral to the Protector, Her robed form guiding believers to the grand entryway. “But my People are renowned for our stalwart loyalty to our faith and to the Federation. Our great houses of worship are monuments of our devotion to protecting the Herd from the Predator Menace!”
After a pass around the building highlighting its traditional stonework and heraldry, the camera joins the throng of worshippers, coming in low like a child beside their parent, and we see the full glory of The Church.
Our view pans up from the crowd to a ceiling decorated with murals of inlaid wood and metals. Vibrant colors, textures, and shining light tell the story of Vala driving out the Predators and forming the first Herd. Stained glass windows cover the congregation in pools of color almost as varied as the congregants themselves. A silver Gojid passes from behind us, towering tall with the kind eyes of one who knows their faith, and is safe in its love. They lay a paw on Maeve’s shoulder and guide her to a bench only a few rows from the front, with a seat on the aisle. The Priest stands before their podium and begins a sermon of service to the Herd, and one’s role within it.
The priest’s voice fades into the background as we fly backward out of an open window like a bird; words of Predators at our doorstep fading on the wind. We rise to re-exit the atmosphere, Maeve’s chair buzzing as the hyperdrive spins up.
We warp into a field of defensive space stations, glittering proudly in the Nishtalian Sun. Below, we see a planet with a great many islands, webbed with weaving waterways and small seas. Maeve pressed herself further into the seat as we entered their thicker atmosphere, the seat vibrations causing the helmet to rattle against it.
“And here we have the vibrant marshes of Nishtal!” We broke through the clouds to see massive arbors climbing back into them. We approached the Nishtal Capital sprawled across dozens of kilometers of archipelago, held above the water by meta-material supports.
“Nishtal is well known for its punishing environments, which helped to mold the Krakotl into Pan-Galactic Heroes! From Captain Kalsim, to Merchant Captain Malins, to Chief Exterminator Estela. Each renowned for holding the line against the predator taint, through fire or rail! And this is where their mettle was tested!”
The shuttle flies around a flat paved area, surrounded by landing pads as warships lift and land. In the center was a platoon of Krakotl performing training exercises. The shuttle again falls away as we start walking behind a Commander, Sovlin walking beside him as he speaks over his shoulder, “The Krakotl have been an instrumental force in maintaining our peaceful way of life. If you think you have what it takes, be sure to register for the JEOTC so you can help make the galaxy a better place!”
Sovlin met the eye of the Krakotl commander beside him, “Thank you for your service, Sir.”
We split off from the commander, and our walking transitioned back to our shuttle before firing off back into the sky.Through the vibrating chair, Maeve stuttered out, “M-M-Man Y-You-u-u Guys-z-z-z’re R-R-Real-l-ly into this-s-s W-W-War, huh??”
Suddenly the chair threw Maeve forward, almost unseating her as she suddenly fell out of warp, “We have Grey contacts! Time to turn tail and get out of here! I’ll stay on the guns and when I say Go, you push that throttle as hard as you can! OK…!” A Metallic handle started to glow in front of her, and Maeve reached out with her controller to grab it. It took her a moment, but Sovlin never gave the signal… Until she grabbed on. “GO!” Maeve rocked her body forward and slammed the throttle to its limiter, the seat beneath her rumbling with renewed vigor.
After only a moment, a Kolshian Capital Ship dropped from subspace in front of us and fired a volley of Everything in the direction behind us. Our ship slowed and Sovlin cheered from the pilot’s chair, “HaHa! The Vanguard has arrived! Thank you for your help gentlemen!”
A portrait feed popped up on and above the control panel, showing General Kalsim’s distinct banding on his beak. “This is General Kalsim, Commander of the Federation Vessel Inatala’s Will. Star tours, have you suffered any damage?” The portrait squawked as the General’s feathers puffed with pride.
“Negative General, thank you for the save!”
“Understood, let’s get you home, Star Tours.”
“We would be very grateful, General! Protector guides you.”
The chair beneath Maeve vibrates and tilts back as the hyper-drive charges up again, the screen flashing to show the sprawling oceans of Aafa, glittering brilliantly in the shining sun, dotted by its giant floating cities and lush tropical islands. A flock of broad chirping seabirds adorned with vibrant colors gliding on the calm ocean breeze flanking the shuttle. The capital of Aafa grew on the viewscreen, the sprawling Governance Center of the Federation dominating the city, swooping lines and a singular towering dome marked the chambers of the Federation senate.
“Isn’t that a beautiful view? This is what we fight for, this is the Cradle of the Federation, the very heart of our enlightened civilization. This is what we protect.”
The camera pans low, the shuttle falling away, sweeping along the streets of the capital.
The dome grew ever larger in the background until the camera began to soar over busy diplomats entering the senate floor, the camera like a very lost Flowerbird. Chief Nikonus was delivering an impassioned speech to the gathered representatives, declaring the grand aims and lofty goals of the Federation to spread peace and safety to all Prey peoples. The camera panned around the room, showing representatives listening to the speech with focused ears and attentive eyes, pausing on the Venlil Representative, swaying their tail in pride and determination. As the camera finished its rotation it exited through the rooms wide glass panes, rising up and over the city as the shuttle reformed once again, breaching through the atmosphere and up into the stars.
Maeve’s seat rumbled as the hyperdrive spooled again, the screen clearing to show the Capital of Venlil Prime once more, soaring down to the arcade the adventure had started in. Captain Sovlin’s voice echoed from the speakers.
“Thank you for joining me today on Star Tours! Be sure to visit your nearest Federation recruitment center today and do your part!”
With fading fanfare, the seat returned to a neutral position and Maeve took off her helmet to meet our eyes. “That… was definitely a thing. It had a lot of… uh… ho boy.”
“Yeah, uh.” I shifted my weight awkwardly, “Watching that as an adult is… Stars, I remember wanting so badly to sign up. But my mom stopped me.”
“I’ll have to thank her when we get home.” Alvi sighed with exaggerated relief.
“You and me, both.” Maeve said through a relieved chuckle, “You guys want a turn? I’d like to do something more chill; cleanse the palate.”
Alvi and I politely declined, before I offered, “Actually I wanted to show you something. I don’t know how you guys have fun, but Shipper is really good.”
I guided Maeve to the catalog and pointed out the correct one. As the game started up and Maeve got the ship moving, she snorted and muttered to herself, “Of course you have Trucking Simulator In Space. Why am I even surprised.”
---
Maeve was making great progress, and had made two deliveries before the low fuel warning began trilling at her.
“Nah, see, you gotta watch your fuel too! The more you haul the more fuel you use, and you still gotta make it to your drop-off.”
“Wow, you guys do not mess around with these work simulators. We actually had a whole era of these a wh- Hey!”The screen locked up, telling us our 30 minutes were up.
“W-What does it say?”
“It says it's time to stop and get some food!”
“Ahh, man I was just getting the hang of it.”
“And I would like to get a hang of some Mel Root wedges. Come on!” Alvi chimed with a playful whine.Maeve rolled out of the station, and after a moment for her legs to remember what walking was, donned her veil and we continued to the food court. Pushing the doors open we saw a veritable swarm of Venlil of all ages, though many of the younger were already sitting while their parents fetched their meal. A child near the door caught sight of us and squeaked in surprise, alerting their parents to our presence.
Conversation died like a wave across the open expanse. Maeve stood stock still, and so did we, trying very very hard to avoid a panic and stampede.
I spoke in barely a whisper, “Maeve?”
She returned my quietness, “Yes, Valek?”
“I don’t want to do this to you, but I think it is best if we find a seat first… Then Alvi or I can get the food.” My tail began to sway in slow caution while my ears kept on a swivel.
“Yeah. Yeah, I think you’re right. Can you see any open tables?”Alvi flicked her tail at the balcony, “I see stairs there, and the balcony looks pretty clear.”
Maeve started to nod reflexively before catching herself, then back to keeping her head low and unfocused.
Alvi and I guided her gently around the outer perimeter of the court, slowly working our way to the stairwell while all eyes and ears were locked on us the whole journey. We stepped up the stairs and conversation slowly built up again, though not to the same exuberancy as before. We found our seat just outside the stairwell on the 2nd floor. We tried to avoid scaring what few families remained on the balcony, but despite our efforts, those few almost immediately grabbed their belongings and moved. It was almost comical how little they tried to hide it. Yet also surprising in that there hadn’t been any screams or stampeding. It left a strange feeling in the air. One that felt somehow both better and worse than if they had screamed.
This tension was not lost on Maeve, as she muttered to herself, “Plague bearer, or horrific monster. Decisions, decisions.”
I took her hand in my paw in a feeble attempt to offer what comfort I could. Alvi was the first to speak, “Well, Valek you got the Gravity room and Visor game, so I’ll handle food. Anything the two of you desperately want?”
We gave her our orders and she stepped down the stairs, leaving Maeve and I alone on the balcony.
I hoped to loosen the tangle of this horrid tension. “Sooo…. Biblical?”
As I had hoped, the sudden change snapped Maeve out of her stormcloud and laughter bubbled from her like the Sun! “UUh… That’s uh. Complicated. There’s a good thousand years of linguistic context that makes that word mean what it meant the way I used it. The Bible is a book of faith for a significant portion of people on earth. Not all, and not even a majority; hell, even that is fragmented because no one can agree on what it really means. This Bible teaches a great many things, some good some bad, but one of its teachings is how to… legitimize relationships. Get married, basically.”
Maeve leaned closer to me on the off chance the balcony was less empty than we believed, “And one of the more serious ways to officiate these pairings was with sex; or ‘mating’. As this faith quickly became one of the more influential faiths on our planet, most of humanity learned and still has complicated feelings about sex and intimacy. So, we talk around it. ‘Sleeping together’ ‘Do the nasty’ ‘The beast with two backs’ and more to the point: ‘To know someone biblically’.”
“So when you said…”“I was saying I had sex with one of you, yes.”
I focused my ears in feigned shock, while my tail swished with mischief, “I was that one, right?”
Maeve lightly shoved my shoulder while she straightened to her normal posture, but I stayed low. “Hey,” I whispered, nodding my head for Maeve to come closer, and she did so. I reached my paws up to her white veil, and brought it up and over her face, revealing her brightly blooming face which my lips eagerly met. Pulling away, I asked, “Perhaps once we get back to the hotel, we could… know each other biblically?”
She pulled my face back to hers, returning my affections with equal vigor, “Only if we can get Alvi out of the room. I want you all to myself.”
Alvi. Right. She’s… she’s here. Staying with us. And we would be… kicking her out. The one she admitted feeling for would be kicking her out to mate with someone else. But she understands! Right?
“Oh, looks like Alvi got us some food!”
My ears snapped behind me as Maeve looked over my shoulder.
---
Memory transcription subject: Alvi, Venlil tourist
Date [standardized human time]: Sept 11th, 2136. Middle of 3rd Claw
I stepped lightly up the stairs while balancing the trays within my arms. There were so many options! Cresting the top of the stairs, Valek stood to assist. While I covered the menu.“Ok we got all of our favorite fruit, I know how much you love starberries, Maeve.” Who smiled broadly under her now-open veil. “I was able to get us some Sunbreeze, but most of the food stands had long waits and I was hungry, so I just got a plate of fried veg and called it good. This one is the fried Deeproot, and powdered lakeseed dough balls, and some mel root wedges. The arcade’s mel root is a little heavy on the firefruit.”
“Thank you, Alvi!” Maeve picked up one of the larger wedges and broke it in half with me. We lifted our pieces in celebration and bit down at the same time. Immediately my mouth was alight with bright heat and my lips stung blissfully, but after only a moment the sweet and full flavor of the mel root complimented perfectly with the cleansing fire.
Maeve beside me scrunched her face and gasped, “Whoo!” She hooted, “That is spicy! Mm! That potato is really good though. What do you call this?”
I wagged my tail, happy to see that she appreciated the- wait. “Potato? That’s Mel Root. What’s a Potato?”
Maeve licked her fingers before taking another wedge, “It’s a root tuber; a staple food from earth. Mel root, or, well, cooked mel root, has a really similar consistency to potato! Makes sense since they’re both roots.” She took a bite of her wedge and immediately made that same face, “Ooo that was a mistake, I should have finished talking.” a few quick breaths through her mouth before she continued, “Your mel root is denser, closer to a carrot, but still really starchy. The fry really brings out a lot of sweetness; I’ll admit, it goes really well with the firefruit. Good choice Alvi!”
The praise set my tail to wagging as I bit into my food. So spicy! So good! I am so glad we came to this food court!
Speaking of, “I haven’t seen Tarlim or his human. I hope they haven’t changed their minds on meeting here.” I spoke through a masticated root.
“Wouldn’t blame them if they did,” Valek grumbled, tail curling between his legs, “I was just like everyone who’s been running from us…” He trailed off sinking into his chair.
“You could have handled it better, but so could he.” I sighed, remembering that chair. “From what I’ve heard of those places though, I can’t say I blame him.”
Maeve set down a piece of deeproot and looked at Valek. “What are those places? You guys got really scared when he said he got out of one.”
Valek was the first to speak, “They are places where we put people who are a danger to themselves or the Herd; people with Predator Disease.”
My fur flared at the mention of my almost-diagnosis. Maeve noticed and flattened the fur along my spine, “You’re not a predator Alvi. There is nothing wrong with you.”
She says while you continue stuffing your face like a hun--SHUT UP!! I AM NOT!! I AM LOVED!! I AM IN A HERD! THAT KNOWS AND STAYS! SHUT UP!
Maeve watched Valek while she continued to comfort me “And… how does one get predator disease?”
Valek continued his lesson, while I tried desperately to slow my spinning mind.
“Well… the federation tells us it can be spread by ‘predator taint’, or spending too much time around or with predators. I’m… I’m not sure I believe that. But we know it can be inherent. Sometimes symptoms begin as early as an infant. As well, it can appear randomly or be carried within family lines.”“And how does one get diagnosed?”
I thought about when my teacher first called the Exterminators. I remembered the Exterminators coming to my foster family. They talked them down, but it wasn’t long after that that they ‘couldn't take care of me’.
My voice left my mouth unbidden, “Well those born with it… they tend to get diagnosed early, but sometimes Predator Disease can come out later in life. If someone is reported for Predator Behavior, they have a chance to argue their case to the exterminator on duty. If the exterminator confirms the case, they are taken in to be diagnosed. And if it’s a yes, they are taken to a Correctional Facility to be taught how to be in a herd.”
Valek tapped his claws against the table as his tail shook with desperate hope. “See? There’s several checks on the way to a diagnosis. The system is designed to avoid false positives. If Tarlim was diagnosed, I am sure it was with good cause.”
Maeve shook her head, “I’m not so sure. By my count, there were only two people in that chain, three if you count the person reporting it, and at best only one of them was a medical professional, unless I’m misunderstanding the concept of exterminators. Setting that aside, I think I’m missing something. What is Predator Disease?”
“It’s when someone is a Predator in the body of a Prey. We can see them when they don’t work within a herd, or they don't understand our tail signals. These people are a danger to the herd, both passively and, if left unchecked, directly, so we try to teach them how to be Prey.” Valek looked desperately at Maeve after spouting the information, almost as if by rote. Like he was quoting an exterminator textbook.
“Wait, wait… so it’s a behavioral disease? They can’t grasp body language, or other people’s feelings?” Maeve was appearing more confused, more… afraid. Was predator disease so terrible among humans? Then why would she want me around?
Because she doesn’t know, stupid! But she's about to! They never stick around once they find out!
Valek was adamant. Maeve needed to know this, I know she did. “It’s not just that, they can’t even get themselves to be part of a herd! They always sit or move with nobody around them!” but once she did…
“Well then. What would that make me?”
My eyes froze in their sockets and my legs refused to flee.
The Night called us.
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Hello Everyone,
As the title says, I have applied to over 100 job openings and had no luck. I just want to know what I lack and what's going wrong with my resume.
Here's some background information: Out of those 100+ job applications, 90% were internships for which I received flat-out rejections, and 10% were full-time employment (for which I have only recently begun applying and have received rejections).
Here are a few questions that are bothering me:

1. Am I aiming for something for which I am not yet good?
2. Is it the market that's making it tougher? (I don't think so, because I have seen many people with a profile similar to mine landing internships and job offers.)
3. Are my projects not good enough to showcase my abilities and skills?
4. What are those things I need to add or do to attract recruiters?

I have

1. Tried matching the resume with the job description.
2. Made sure I satisfied 80% of the job requirements.
3. Made sure the formatting was right.

I am okay with heavy constructive criticism, so please don't hesitate.
Also, I have one irrelevant experience (the second one in the professional experience section), and I am not sure if I should include that in my resume.
Any help is highly appreciated. Thank you.
​
Resume

In the vast tapestry of existence, a perplexing notion arises: Could our reality be but an intricate simulation, woven with intricacy and purpose? As we delve into the realms of advanced technology and contemplate the mysteries of the universe, the possibility lingers, haunting our thoughts. Perhaps, just perhaps, the intricate intricacies of our world, the precision of natural laws, and the enigmatic nature of consciousness hint at a grander design.
From the microscopic dance of particles to the celestial choreography of galaxies, patterns emerge, offering glimpses into the underlying code of this hypothetical simulation. The very fabric of reality, when observed with curiosity and wonder, reveals a symphony of mathematical elegance, reminiscent of a meticulously crafted program.
Curious anomalies and glitches in the matrix stir further contemplation. Déjà vu, synchronicities, and unexplained phenomena beckon us to question the nature of our existence. Are these mere quirks of chance, or are they subtle hints of a simulated reality, reminding us that our perceptions may be constructs of a digital realm?
In this complex tapestry of possibilities, we grapple with profound inquiries. If our world is a simulation, who or what lies beyond the boundaries of our perceived reality? Are we merely players, characters in a cosmic script, designed to learn, grow, and transcend? And if so, what purpose does this simulation serve?
As we traverse the vast expanse of philosophical contemplation, the enigma of simulation as our reality remains elusive. Perhaps, in unraveling the truth, we may discover profound insights into our own nature and the mysteries that lie beyond. Until then, the quest to uncover the truth continues, urging us to embrace the wonder of uncertainty and explore the infinite possibilities of our perceived existence.

So I went to a Community College for a year and got into Virginia Tech for Landscape Architecture. I have been wanting to do that for a very long time and I loved Tech's architecture program.
Unfortunately, I had to come back from Tech due to personal family conditions that took place. Tech is about 5 hours away from my hometown. I must now find something to study so I can stay close to family.
I have done extensive research and there is nothing in the universities close to me that I'd like to do. They are heavy on law, politics, business, and medical majors.
I am thinking about getting an Associates from the same Community College in either Civil Engineering or Architecture Technology. And maybe even going back for another Associates later on if I can.
I live fairly close to Washington DC, do you think I'd be able to find a decent paying job with an Associates? Something that pays about $50k or up. Not as a starting salary, but maybe after 1-2 years? I thought I could potentially work and get the experience in a job with a higher earning potential but I don't know how realistic that is.

Hi, I know it is not too related to Ontario Universities, but has anyone with OSSD online school or OSSD in-person school applied successfully to Australian universities? My peers got a lot of denies from Australian Uni with an explanation that our program is not recognized. Thank you!

Any of you guys prior military that did the O2O program with Syracuse University? I’m currently doing it and wondered if it really helped with the test.

So I went to a Community College for a year and got into Virginia Tech for Landscape Architecture. I have been wanting to do that for a very long time and I loved Tech's architecture program.
Unfortunately, I had to come back from Tech due to personal family conditions that took place. Tech is about 5 hours away from my hometown. I must now find something to study so I can stay close to family.
I have done extensive research and there is nothing in the universities close to me that I'd like to do. They are heavy on law, politics, business, and medical majors.
I am thinking about getting an Associates from the same Community College in either Civil Engineering or Architecture Technology. And maybe even going back for another Associates later on if I can.
I live fairly close to Washington DC, do you think I'd be able to find a decent paying job with an Associates? Something that pays about $50k or up. Not as a starting salary, but maybe after 1-2 years? I thought I could potentially work and get the experience in a job with a higher earning potential but I don't know how realistic that is.

In my case, I can safely say that maladaptive daydreaming did in fact limit my potential for going farther in the educational world. If I hadn’t daydreamed so much when I was taking prerequisite courses to get into a master’s program, and if I had used that saved time towards studying, I wouldn’t have been disqualified from the program I tried so hard to get into in the beginning. Sigh.
My highest level of education is a bachelor’s in education.

Hello, you could lend your hand if you are an NUS SENIORS OR GRADUATE!
I hope this message finds you well. I am a Malaysian A-Levels graduate who is currently in the process of applying to NUS for Computer Science and Mathematics. I am reaching out to you today to kindly request more information regarding the scholarship opportunities, as the details provided on the official website are rather limited.
Before I proceed, I would like to briefly introduce myself, not with the intention of boasting about my accomplishments, but to provide you with a better understanding of my background. Throughout my academic journey, starting from high school, I have maintained a consistent track record of excellence. I am proud to have achieved a full A* in IGCSE, followed by 4 A's in my AS level examinations, and a commendable 1540 SAT score. Additionally, I have been fortunate to receive international-level awards and recognition in Math Olympiad and Competitive Programming. As an athlete and committee member of the Student Representative Council, I have dedicated myself to maintaining a well-rounded extracurricular profile. Based on these achievements, I have a good chance of securing a scholarship, don't you agree?
Unfortunately, I encountered a setback during my A-Levels (A2) examination, where I fell ill and consequently did not perform as well as I had hoped. I was devastated by this outcome, as it jeopardized my chances of receiving the prestigious scholarship I had been aiming for. However, I am determined to move forward and explore the best available solutions for myself. I am aware that NUS is renowned for its generosity and offers numerous full-ride entrance scholarships, such as the Asean Undergraduate Scholarship, Science and Technology Scholarship, among others. Nevertheless, I am concerned that my less competitive A-Levels results may hinder my chances of obtaining these scholarships.
My primary question is whether there is still an opportunity for me to be considered for a full-ride scholarship during the second semester of the first year or second year if I can demonstrate excellent academic performance. If given this chance, I can assure that I will be fully committed to my studies and possess the confidence and ability to excel. In order to compensate for my less-than-desirable results, I am prepared to cover the tuition fees for the first semester using my personal savings. However, I would prefer not to rely on my family for financial support in the subsequent semesters, as I understand the burden it would place on them.
As senior or graduate of NUS, your insights and experiences would be invaluable to me. I kindly request any information, relevant cases, or suggestions you may have to share. Pursuing my passion at my dream university has always been my ambition, and I am determined to avoid any missteps that may hinder me from achieving my academic aspirations.
I genuinely appreciate your assistance and clarification on this matter. If you require any further details about my background to guide your response, please feel free to ask.
Thank you for your time and consideration.
Warm regards.

Hello, you could lend your hand if you are an NUS SENIORS OR GRADUATE!
I hope this message finds you well. I am a Malaysian A-Levels graduate who is currently in the process of applying to NUS for Computer Science and Mathematics. I am reaching out to you today to kindly request more information regarding the scholarship opportunities, as the details provided on the official website are rather limited.
Before I proceed, I would like to briefly introduce myself, not with the intention of boasting about my accomplishments, but to provide you with a better understanding of my background. Throughout my academic journey, starting from high school, I have maintained a consistent track record of excellence. I am proud to have achieved a full A* in IGCSE, followed by 4 A's in my AS level examinations, and a commendable 1540 SAT score. Additionally, I have been fortunate to receive international-level awards and recognition in Math Olympiad and Competitive Programming. As an athlete and committee member of the Student Representative Council, I have dedicated myself to maintaining a well-rounded extracurricular profile. Based on these achievements, I have a good chance of securing a scholarship, don't you agree?
Unfortunately, I encountered a setback during my A-Levels (A2) examination, where I fell ill and consequently did not perform as well as I had hoped. I was devastated by this outcome, as it jeopardized my chances of receiving the prestigious scholarship I had been aiming for. However, I am determined to move forward and explore the best available solutions for myself. I am aware that NUS is renowned for its generosity and offers numerous full-ride entrance scholarships, such as the Asean Undergraduate Scholarship, Science and Technology Scholarship, among others. Nevertheless, I am concerned that my less competitive A-Levels results may hinder my chances of obtaining these scholarships.
My primary question is whether there is still an opportunity for me to be considered for a full-ride scholarship during the second semester of the first year or second year if I can demonstrate excellent academic performance. If given this chance, I can assure that I will be fully committed to my studies and possess the confidence and ability to excel. In order to compensate for my less-than-desirable results, I am prepared to cover the tuition fees for the first semester using my personal savings. However, I would prefer not to rely on my family for financial support in the subsequent semesters, as I understand the burden it would place on them.
As senior or graduate of NUS, your insights and experiences would be invaluable to me. I kindly request any information, relevant cases, or suggestions you may have to share. Pursuing my passion at my dream university has always been my ambition, and I am determined to avoid any missteps that may hinder me from achieving my academic aspirations.
I genuinely appreciate your assistance and clarification on this matter. If you require any further details about my background to guide your response, please feel free to ask.
Thank you for your time and consideration.
Warm regards.

I am interested in getting my Minnesota teaching credential. I have my BA from a California University, but never pursued teaching. This would be a new career path for me. I am trying to research the best way to get a credential, but the navigating the information through PELSB is confusing and inundating, and from the several schools I researched, it seems as if the next step is getting a Masters in Education, which I am not ready to do just yet.
In California, they had programs where you could teach and earn your licensure at the same time. Can anyone point me to some resources/certifications that I can look into or organizations I can speak with to learn more?
Appreciate any help/guidance from all of you! Thanks!!

Hello, you could lend your hand if you are an HKUST SENIORS OR GRADUATE!
I hope this message finds you well. I am a Malaysian A-Levels graduate who is currently in the process of applying to HKUST for Data Science and Technology or Computer Science. I am reaching out to you today to request more information regarding the scholarship opportunities, as the details provided on the official website are rather limited.
Before I proceed, I would like to briefly introduce myself, not with the intention of boasting about my accomplishments, but to provide you with a better understanding of my background. Throughout my academic journey, starting from high school, I have maintained a consistent track record of excellence. I am proud to have achieved a full A* in IGCSE, followed by 4 A's in my AS level examinations, and a commendable 1540 SAT score. Additionally, I have been fortunate enough to receive international-level awards and recognition in Math Olympiad and Competitive Programming. As an athlete and committee member of the Student Representative Council, I have dedicated myself to maintaining a well-rounded extracurricular profile. Based on these achievements, I have a good chance of securing a scholarship, don't you agree?
Unfortunately, I encountered a setback during my A-Levels (A2) examination, where I fell ill and consequently did not perform as well as I had hoped. I was devastated by this outcome, as it jeopardized my chances of receiving the prestigious scholarship I had been aiming for. However, I am determined to move forward and explore the best available solutions for myself. I am aware that HKUST is renowned for its generosity and offers numerous full-ride entrance scholarships, such as the HKUST University Admission Scholarship, and Belt and Road Scholarship, among others. Nevertheless, I am concerned that my less competitive A-Levels results may hinder my chances of obtaining these scholarships.
My primary question is whether there is still an opportunity for me to be considered for a full-ride scholarship during the second semester of the first year or second year if I can demonstrate excellent academic performance. If given this chance, I can assure you that I am fully committed to my studies and possess the confidence and ability to excel. In order to compensate for my less-than-desirable results, I am prepared to cover the tuition fees for the first semester using my personal savings. However, I would prefer not to rely on my family for financial support in the subsequent semesters, as I understand the burden it would place on them.
As seniors or graduates of HKUST, your insights and experiences would be invaluable to me. I kindly request any information, relevant cases, or suggestions you may have to share. Pursuing my passion at my dream university has always been my ambition, and I am determined to avoid any missteps that may hinder me from achieving my academic aspirations.
I genuinely appreciate your assistance and clarification on this matter. If you require any further details about my background to guide your response, please feel free to ask.
Thank you for your time and consideration.
Warm regards.