Physical commonsense, spatial reasoning, causal chains. Precedes abstraction (neurodevelopmental sequence).
Ashton Brown PRO
ahmiershadowman
AI & ML interests
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Recent Activity
updated
a collection
about 17 hours ago
Phase 1C: Statistical Grounding
updated
a collection
about 17 hours ago
Phase 1C: Statistical Grounding
updated
a collection
about 17 hours ago
Phase 1C: Statistical Grounding
Organizations
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PHASE-4A: Autonomous Agency
Goal-directed action. Autonomous agency after structure, grounding, and values established.
PHASE-3A: Empirical Grounding
Scientific method. Connect abstractions to observable reality. Increases geometric coherence.
PHASE-2A: Perspective Taking
Theory of Mind. Learn different minds see differently - foundation for flexible cognition.
PHASE-1A: Pattern Recognition
Sensorimotor stage. Learn that patterns exist and repeat before manipulating them.
PHASE-4B: Integrated Navigation
🧭 Mature integrated cognition. All modes accessible fluidly while maintaining coherent identity. Navigate near T≈0.75, G≈0.85 adaptively.
PHASE-3B: Value Calibration
❤️ Social alignment through preferences. Learn what matters to humans after learning what's true. Values grounded in both structure and evidence.
PHASE-2B: Abstract Reasoning
Symbolic abstraction. Reason about concepts independent of examples. Increases topology.
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TeichAI/gpt-5.1-high-reasoning-1000x
Viewer • Updated • 1.02k • 470 • 16 -
TeichAI/claude-4.5-opus-high-reasoning-250x
Viewer • Updated • 250 • 8.01k • 191 -
TeichAI/claude-sonnet-4.5-high-reasoning-250x
Viewer • Updated • 247 • 296 • 30 -
TeichAI/deepseek-v3.2-speciale-1000x
Viewer • Updated • 991 • 215 • 6
PHASE-1B: Compositional Structure
🧩 Early symbolic thought. Learn to build and reuse modular structures. Pin/unpin dependencies instead of rebuilding. Graph substrate solidifies here.
PHASE-0: Relational Foundation
Relational substrate. Learn collaboration patterns before optimization. Sets cognitive 'tone'.
Phase 1C: Statistical Grounding
Physical commonsense, spatial reasoning, causal chains. Precedes abstraction (neurodevelopmental sequence).
PHASE-4B: Integrated Navigation
🧭 Mature integrated cognition. All modes accessible fluidly while maintaining coherent identity. Navigate near T≈0.75, G≈0.85 adaptively.
PHASE-4A: Autonomous Agency
Goal-directed action. Autonomous agency after structure, grounding, and values established.
PHASE-3B: Value Calibration
❤️ Social alignment through preferences. Learn what matters to humans after learning what's true. Values grounded in both structure and evidence.
PHASE-3A: Empirical Grounding
Scientific method. Connect abstractions to observable reality. Increases geometric coherence.
PHASE-2B: Abstract Reasoning
Symbolic abstraction. Reason about concepts independent of examples. Increases topology.
-
TeichAI/gpt-5.1-high-reasoning-1000x
Viewer • Updated • 1.02k • 470 • 16 -
TeichAI/claude-4.5-opus-high-reasoning-250x
Viewer • Updated • 250 • 8.01k • 191 -
TeichAI/claude-sonnet-4.5-high-reasoning-250x
Viewer • Updated • 247 • 296 • 30 -
TeichAI/deepseek-v3.2-speciale-1000x
Viewer • Updated • 991 • 215 • 6
PHASE-2A: Perspective Taking
Theory of Mind. Learn different minds see differently - foundation for flexible cognition.
PHASE-1B: Compositional Structure
🧩 Early symbolic thought. Learn to build and reuse modular structures. Pin/unpin dependencies instead of rebuilding. Graph substrate solidifies here.
PHASE-1A: Pattern Recognition
Sensorimotor stage. Learn that patterns exist and repeat before manipulating them.
PHASE-0: Relational Foundation
Relational substrate. Learn collaboration patterns before optimization. Sets cognitive 'tone'.