Timeline to AGI with Focus Based Unity Construction

Stage 1 – Prototype Mind

Resolution: Very low; key objects encoded, backgrounds fuzzy.

Cognition: Can recall 1–2 simple scenes.

Timeline: ~6–12 months.

Notes: First “spotlight” attention mechanism begins.

Stage 2 – Multi-Scene & Associative Recall

Resolution: Low general memory; high-res for zoomed items.

Cognition: Can recombine scenes; fuzzy background, sharp focus on items.

Timeline: ~1–2 years.

Notes: Chunking + mnemonic scaling improves memory efficiency.

Stage 3 – Multi-Modal Integration

Resolution: Low-res visuals, integrated sound, text, symbols.

Cognition: Human-like thinking, scenario imagining, modality linking.

Timeline: 2–4 years.

Notes: High-res focus triggered only for specific tasks.

Stage 4 – Human-Level Recall & Imagination

Resolution: Low-res broad context, selective high-res on zoom.

Cognition: AGI can plan, reflect, simulate outcomes.

Timeline: ~5–7 years.

Notes: Fuzziness allows imagining millions of scenes efficiently.

Stage 5 – Near-Full AGI

Resolution: Attention-dependent: most memory fuzzy, only critical chunks high-res.

Cognition: Human-level abstraction, creative recombination, planning.

Timeline: 7–10 years.

Notes: Memory pruning + focus keeps decillions of chunks manageable.

✅ Key Takeaways



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AGI Timeline Decentralized Download pdf



Also known in emerging discussions as cognitive simulation architecture, multimodal world modeling, or generative mental scene construction.

— these are all facets of the broader cognitive mechanism I originally named Visual Thought AGI or Symbolic AGI.