Everything we publish, newest first — pick a folder to filter, or scroll the latest below.
TinkerClaw Building Jarvis AI & Agents Tutorials Behind the Scenes Open Source Inventions
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Watching an Agent Think: The EEG View
The EEG view in TinkerClaw draws every model call my agent makes as a live trace, with the effort level as the column, the provider as…
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The TinkerClaw Brain — we mapped agent capabilities onto the human brain, then built it
What is TinkerClaw? The first AI agent that makes itself smarter every day. A heavily-forked OpenClaw agent whose capabilities are modelled on the regions of the…
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STRIATUM: Learned Personality Modulation — Tuning an Agent’s Behaviour from Feedback, Not Static Prompt Text
Your agent’s personality is hand-written prose in a prompt file — and the one mechanism meant to tune it from feedback has injected exactly zero bytes…
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BROCA: Giving Agent Recipes a Grammar — A Gradual Type System and Combinator Algebra for Self-Composing Workflows
BROCA gives agent recipes a grammar: a gradual typed value model, compile-time contracts, a sandboxed control grammar, a combinator algebra, a skill standard library, catchable recovery,…
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SALIENCE: The Death of Fixed Thresholds, the Pyramid of Significance, and Cheap Traversal as the Basis of Next-Generation Vibe Programming
Relevance must be re-computed from the live situation — not read off a frozen list. SALIENCE argues for three pillars: kill fixed thresholds, order knowledge as…
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INSTANT RECALL: Finding What the Agent Already Owns
Your assistant often already owns what a task needs, such as a skill, a machine login or last month’s setup, and still doesn’t reach for it;…
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Sleep Consolidation: A Repeated Correction Earns a Diagnosed, Tested Repair
When you have to correct your AI assistant twice about the same thing, this design has it find out why the first lesson failed and repair…
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Identity Persistence: Keeping an LLM Agent’s Personality Stable Across Sessions, Model Swaps, and Restarts
Your agent keeps every fact and still stops sounding like itself — Identity Persistence pins the persona every turn, compacts the task without flattening the voice,…
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Fractal Reasoning: One Reflex at Every Scale, and a Post-Mortem of the Reflection Lane That Has Not Worked Yet
Fractal Reasoning v8.3 (July 2026) proposes one observe-evaluate-adapt reflex for AI agents at every scale, and reports honestly that the reflection lane built to run it…
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Round Table: Exploiting Cognitive Diversity as a Computational Resource in Persistent AI Agents
Stop asking which model is best and picking one — Round Table puts Claude, GPT, and Gemini at the same table, casts each to the role…
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The Wondering Machine: Giving an LLM the Drive to Learn on Its Own
LLMs answer brilliantly but never wonder — they can’t spot their own knowledge gaps or learn after training. The Wondering Machine is a blueprint for an…
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Humor Embeddings: Laughter from Inverted Memory — Bisociation in Computational Embedding Space
Memory retrieves what’s nearest to a query; humor searches for what’s at the right distance and can still be joined by an unexpectedly valid bridge —…