AnalysisOpinion / analysisEvaluation & Benchmarks · Multimodal Models · Reasoning & Planning1 source · Oct 12, 2026

Import AI 476: Creativity and RSI; worse-than-China open weight models; AI goes to space

New benchmark shows how AI models lack intuitive visual reasoning:

Proof1 independent outlet

Key points

  • Import AI runs on arXiv, cappuccinos, and feedback from readers.
  • ...Humanity’s Sixth Sense highlights some shortcomings of current AI systems...
  • Why this matters - HSS tells us whether world models are emergent: One way of looking at HSS is highlighting deficiencies in current systems, but a more interesting way is highlighting how adept today’s frontier LLMs are at doing tasks which many people have long assumed would require sophisticated, different AI systems to solve.
  • Read the paper here: Humanity’s Sixth Sense: Benchmarking Intuitive Visual Reasoning in Multimodal Models (Scale Labs).

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Before this

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  2. Oct 9, 2026ICYMI: What landed for AI builders in September 2026
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  4. Oct 9, 2026MathVis: Can AI Reason through Drawing? A Benchmark for Mathematical Figure Generation
  5. Oct 9, 2026RSI-Anything: Unlocking Recursive Self-Improvement with World Models
  6. Oct 8, 2026EvoBelief: Falsifiable World Models for Self-Improving LLM Agents

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