Scale and Persistence
What does "scale and persistence" refer to?
Scale and persistence refer to an AIs operational endurance and its ability to process large volumes of data.
AI does not make new discoveries. True or false?
True. AI does not make new discoveries. Any new concepts used by AI systems are formalized, checked, and then published by mathematicians.
What is a key thing about AI?
One key distinction to make with AI is that it knows stuff, but doesn’t understand them.
Define verify and generate.
(answers will vary)
What is AI?
AN ARTIFICIAL INTELLIGENCE BOT! (a system/program)
What can AI do that humans cannot do easily. (what can AI do that lets it do work faster and with less errors)
AI can work 24/7 without taking breaks, allowing work to be completed significantly faster and with less errors and simultaneous consistency.
What can AI excel to find similarities between?
AI excels at finding structural similarities between graphs, vectors, and tokens.
AI doesn't have wisdom. Explain.
AI cannot understand the effects something has on humans or anything else without human input or prompts.
Fill in the blanks:
AI is able to use ______ ______, notations and apply _____ but struggles to _____.
AI is able to use proper format, notations and apply rules but struggles to create.
Answers may vary. Make sure to state 3 point.
What is loop engineering and what does it do???
Loop engineering allows AI systems to review and polish their own work until it reaches a certain quality benchmark or until a task is completed. This is done with minimal human intervention.
What can AI tirelessly search through?
AI is able to tirelessly search through low probability scenarios to find possible solutions.
What characteristics/abilities do humans have that AI systems do not? Name 2.
Humans have logic and curiosity while AI systems do not.
How is AI frequently used step by step and to do what?
AI is frequently used to step by step verify mathematical proofs and output a simple binary solution. As AI excels at pattern recognition and working tirelessly, making it very good at proving theories.
What are some ways AI is used in math???
- Calculations
- Prove theorems
- Knowledgeable curiosity questions
(more answers possible)
What does AI have access to that humans don't?
AI has significantly much more access and knowledge at its disposal, allowing it to make more informed decisions.
What can AI spot that humans might overlook?
AI is able to spot invisible connections between theorems that humans might overlook.
What did Philosopher Yuval Noah Harari state related to knowledge and understanding?
Philosopher Yuval Noah Harari states that “intelligence is the ability to solve problems, wisdom is knowing which problems to solve”.
EXPLAIN the different between VERIFYING and GENERATING.
Answers may vary.
Verifying is when we check or re-check something to make sure/find out the solution.
Generating is more of creating something new and separate based off of other information.
Name a mathematical opinion.
Majoirty of mathematicians admit that AI makes problem solving much less labarious, while also streamlining repetative tasks.
Explain what AI Model Drift?
AI Model Drift refers to the degration of an AI's performance caused by changes in data or the relationship between inputs and outputs since the systems last training.
Tools like Bayesin Networks and clustering algorithms allow AI to find structures in noisy environments.
What was the 2026 Mathocalypse, and what was it's significance?
It was an event...
What is the confirmation bias? (example..?)
When you ask an AI "are you sure that's correct?" it enters a reinforcement loop, often repeating errors to prove its point or creating new errors to prove yours (the Yes-Man effect).
What did Miles Kingston say?
"Knowledge is knowing a tomato is a fruit; wisdom is not putting it [a tomato] in a fruit salad."
- Miles Kingston.