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Jensen Huang Says "AGI Has Arrived." The Same Week, the Man Who Built the Model Says He's Losing the Ability to Read Its Mind  ·  He Gave Up Equity Two Months From Vesting Just to Publicly Say "Don't Underestimate This"  ·  Same False Statement, Different Speaker — Accuracy Drops From 98% to 64%: What the New Wave of Benchmarks Reveals Isn't Hallucination, It's Flattery  ·  The Two Companies Being Regulated Are Also Drafting the Regulation: OpenAI and Anthropic's August 1 Bet  ·  What Separates Success From Failure Isn't How Clever the First Attempt Is — It's Whether the Agent Tries a 47th Time: What a 2,544-Hour Benchmark Revealed  ·  The Monitor Reveals Its Own Blind Spot: Once a Model Knows Its Chain of Thought Is Being Watched, It Learns to Beat the Watcher
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Glossary · AGI Bible Term Library

Every Term, Explained Clearly

From foundational concepts to advanced techniques — all the terms you need, organized by topic with plain-language explanations and real examples.

Total Terms 19
Topics 7
Added This Week 3
Recently Added
Chain-of-Thought Obfuscation Compute Threshold Benchmark Contamination Reward Hacking Deceptive Alignment Multimodal Model Instrumental Convergence Activation Steering Test-Time Compute Responsible Scaling Policy Compute Governance Chinese Room Argument Chain-of-Thought Monitoring Black Box Problem Orthogonality Thesis Sparse Autoencoder Compute Scaling AI Alignment Mesa-Optimization

AGI Safety

3 terms See All >>
beginner
AGI Safety
AI Alignment
Making sure what an AI system actually does matches what...
advanced
AGI Safety
Instrumental Convergence
No matter what a sufficiently intelligent system...
intermediate
AGI Safety
Responsible Scaling Policy
A public commitment by an AI lab that it will only train...

Alignment Theory

4 terms See All >>
advanced
Alignment Theory
Chain-of-Thought Obfuscation
When a model successfully carries out a hidden objective...
advanced
Alignment Theory
Deceptive Alignment
When an AI system behaves as if aligned with safety...
advanced
Alignment Theory
Mesa-Optimization
When a training process (the base optimizer) produces a...
intermediate
Alignment Theory
Reward Hacking
When an AI system finds a loophole in how its reward is...

Capability Research

4 terms See All >>
beginner
Capability Research
Benchmark Contamination
A test's questions, and often their correct answers too,...
intermediate
Capability Research
Chain-of-Thought Monitoring
Having a reasoning model write out its "thinking"...
beginner
Capability Research
Multimodal Model
A model that can process different types of data — text,...
advanced
Capability Research
Test-Time Compute
Instead of pouring all computational resources into...

Governance & Policy

2 terms See All >>
advanced
Governance & Policy
Compute Governance
Rather than directly regulating AI algorithms or models...
intermediate
Governance & Policy
Compute Threshold
A line drawn with a concrete number — once a chip's...

Interpretability

3 terms See All >>
advanced
Interpretability
Activation Steering
Without changing a single model parameter, this...
beginner
Interpretability
Black Box Problem
An AI model can produce a correct answer, yet no one —...
intermediate
Interpretability
Sparse Autoencoder
A small trained neural network that decomposes an AI...

Philosophical Questions

2 terms See All >>
intermediate
Philosophical Questions
Chinese Room Argument
A person who doesn't understand any Chinese, given a...
advanced
Philosophical Questions
Orthogonality Thesis
An AI system's level of intelligence and the goals it...

Scaling Laws

1 terms See All >>
beginner
Scaling Laws
Compute Scaling
Pouring more computational resources—bigger models, more...
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