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Artificial General Intelligence, Decoded from Theory to Reality
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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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What Actually Is AGI? OpenAI and Microsoft Once Defined It as "Making $100 Billion in Profit"

What actually is AGI? OpenAI and Microsoft once had an answer: it counts the moment you make $100 billion in profit. Nothing illustrates how little consensus this word has more clearly than that.
Elena Voss · August 15, 2026
If you're planning to start following AGI-related news, the first thing worth knowing might be a little counterintuitive: there's currently no single definition of "AGI" that everyone agrees on. This might sound like a harmless terminology quibble, but in reality, this definitional disagreement has genuinely shaped the direction of multi-billion-dollar contracts, litigation battles between...
Perspectives
Finding a Feature — Does That Mean You Understand the Model? The Sharpest Debate Inside Interpretability Research
Knowing which brain region corresponds to jealousy is a genuine scientific...
Perspectives
How Many Years Until AGI, Really? Lab CEOs and Academic Researchers Look at the Same Evidence and Reach Opposite Answers
The same experts, publishing in the same top journals, attending the same...
More Articles
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
Sep 18
Jensen Huang says AGI has arrived. The same week, the...
He Gave Up Equity Two Months From Vesting Just to Publicly Say "Don't Underestimate This"
Sep 18
He chose to resign two months before his equity vested —...
Same False Statement, Different Speaker — Accuracy Drops From 98% to 64%: What the New Wave of Benchmarks Reveals Isn't Hallucination, It's Flattery
Sep 05
Silence the right attention heads, and a model's...
The Two Companies Being Regulated Are Also Drafting the Regulation: OpenAI and Anthropic's August 1 Bet
Sep 05
The two companies being reviewed are also drafting the...
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
Sep 05
What separates the top model from the rest isn't whose...
The Monitor Reveals Its Own Blind Spot: Once a Model Knows Its Chain of Thought Is Being Watched, It Learns to Beat the Watcher
Sep 02
Just reading a document describing a monitor's existence...
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"What actually is AGI? OpenAI and Microsoft once had an answer: it counts the moment you make $100 billion in profit. Nothing illustrates how little consensus this word has more clearly than that."
— AGI Bible
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