Reasoning Models & the AGI DebateDellibarda Varela et al.

Rethinking the Illusion of Thinking

Made by AIWritten by AI (Claude) from the source below. Check anything important against the source.How it's made

Rethinking the Illusion of Thinking

Why it matters

Partly rebuts the evaluation design of Apple's paper, while acknowledging that some failures are genuine reasoning limits

Source — Primary sources first; secondary reports are labelled “Press”

Paperarxiv.orghttps://arxiv.org/abs/2507.01231

Added in Week 35, 2026 · See that week

On the map — ⑥ Reasoning Models line

  1. Previous stopAnthropic releases Claude Opus 4 and Claude Sonnet 4
  2. This recordRethinking the Illusion of Thinking
  3. Next stopClaude Haiku 4.5
See it on the map

Same week

SK Telecom releases A.X 4.0 as open sourceOfficialMeta launches Meta Superintelligence Labs, invests $14.3 billion in Scale AIPress

Nearby on the same axis

xAI releases Grok 4 and Grok 4 HeavyOfficialGemini Deep Think reaches IMO 2025 gold-medal standard (5 of 6 problems, 35/42)OfficialMistral AI releases MagistralOfficialThe Illusion of ThinkingOfficial