If intelligence is the process of acquiring skills, no single task demonstrates intelligence unless it is a meta-task of skill-acquisition across many tasks.

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Our reading — they may agree, disagree or merely touch the same thing. Closest first: a shared subject counts for most, then how near the wording is.

• Language models are already a form of AGI; what the labs are chasing is a further step, not the arrival of general intelligence. NLNathan Lambert3 Feb 2025measuring intelligence
• Solely measuring skill at any given task falls short of measuring intelligence, because skill is heavily modulated by prior knowledge and experience. FCFrançois Chollet5 Nov 2019measuring intelligence
• The Abstraction and Reasoning Corpus can measure human-like general fluid intelligence and enable fair comparisons between AI systems and humans. FCFrançois Chollet5 Nov 2019measuring intelligence
• The LLM line of research will reach a capability plateau. GMGary Marcus7 Jun 2025measuring intelligence
• The memorize-fetch-apply paradigm behind LLMs can reach arbitrary skill given training data, but it cannot adapt to novelty or acquire new skills on the fly. FCFrançois Chollet20 Dec 2024measuring intelligence

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