Is there one workspace, or twin workspaces? Testing cross-lingual generalization of the J-space / global workspace in language models.
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Jul 22, 2026 - Python
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global-workspace
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An 8-layer cognitive architecture for LLMs with global workspace, active inference, metacognition, recurrent depth, and self-amendment.
markdown reasoning ai-agents cognitive-architecture metacognition active-inference llm prompt-engineering prompt-framework system-prompt agentic-ai global-workspace
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Apr 20, 2026 - Python
Consciousness Loop — the self-firing executive of an agent: wake → integrate the organs → decide → act → set its own frequency → sleep. The keystone of agent-nervous-system. Functional, not phenomenal.
scheduling developer-tools cursor codex autonomous-agents cognitive-architecture ai-agent llm anthropic agent-skills claude-code claude-skill global-workspace agent-loop agent-nervous-system
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Jul 14, 2026
Chain-of-density study of 'Verbalizable Representations Form a Global Workspace in Language Models' (Gurnee, Sofroniew, Lindsey et al. 2026, Transformer Circuits/Anthropic) - five-tier note, locator-verified. The Jacobian lens, the J-space, alignment auditing, counterfactual reflection training.
interpretability research-notes consciousness mechanistic-interpretability anthropic chain-of-density global-workspace transformer-circuits llm-internals jacobian-lens alignment-auditing
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Jul 20, 2026
Zero-dependency Python cognitive-state engine for persistent agent memory, workspace selection, temporal context, and inspectable transitions — 446 tests.
python open-source state-management zero-dependency associative-memory temporal-context ai-agents cognitive-architecture research-software llm agent-memory global-workspace
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Jul 17, 2026 - Python
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