ARC Benchmark

product on 2 shows · 3 statements across 3 episodes

the MAD Podcast TBPN

3 statements about ARC Benchmark, every show

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Hierarchical Reasoning Model matches larger LLMs on ARC using Transformer architecture
“Hierarchical reasoning model, it became like popular because it performed relatively well on that benchmark compared to very expensive models like Gemini, Chachupiti, and so forth. And it is a transformer architecture.”
Sebastian Raschka Jan 29, 2026 ▶ 7:10 State of LLMs 2026: RLVR, GRPO, Inference Scaling — Sebastian Raschka
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Knoop: ARC Saw No Progress Despite 50,000x Model Scaling
“Surprise that it basically hadn't, and not only hadn't been beaten, there'd basically been no progress in it which I thought was really fascinating given the fact that we've like scaled up these language model systems by almost like 50,000 times over the last,…”
Mike Knoop Apr 6, 2025 ▶ 1:31 Mike Knoop (Arc Prize) on Why Scaling AI Won’t Get Us to AGI
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Chollet: 50,000x LLM scaling yielded flat progress on ARC benchmark
“Because between, like, GPT-II and GPT-IV. There's been this 50,000 X scale up of base models that has resulted in, in, in basically a flat curve. On Arc.”
Francois Chollet Apr 3, 2025 ▶ 11:44 Chasing Real AGI: Inside ARC Prize 2025 with Chollet & Knoop

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