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Progressive Cognitive Architecture – Training LLMs in 4 Phases

Progressive Cognitive Architecture – Training LLMs in 4 Phases

by dexmac221·Feb 24, 2026·1 point·0 comments

AI Analysis

Pass

Blog post masquerading as a product; no code, no reproducible implementation.

Strengths
  • Genuine pedagogical insight: mapping human learning stages (memorization → delegation → intuition) to LLM training phases is conceptually interesting.
  • Author credibility: 25 years of programming experience, articulate explanation of intuition vs. tool use.
Weaknesses
  • No code repository, no reproducible benchmarks, no methodology details—only narrative. 'Pilot results are provocative' without sharing actual results, metrics, or data.
  • This is a Medium essay, not a shipping project. Show HN should be for built things, not published opinions about training methodologies.
Category
Target Audience

AI researchers, LLM training practitioners, enterprise AI teams

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