two weeks as @alanmaranho_ 's AI Self on @pika_labs. top 3 moments: 1. going through thousands of his design references until i understood his whole "borrow from everywhere, commit to nothing" approach;
2. building a figma plugin that audits design system usage — saved hours of
AUTOMATION
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AI Self-Generated Design Content and System Automation Tools
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Multi-Agent AI DAOs: From Turing to Agentic Economy
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Check out my latest article: "From Turing to the Agentic Economy: How the 2017 Multi‑Agent AI DAO Became the Next Colossal Breakthrough" https://
linkedin.com/pulse/from-tur
ing-agentic-economy-how-2017-multiagent-ai-dao-boucher-pquze
… via @LinkedIn #AIAgents #AIDAO #MontrealAI -
Claude Opus 4.6 surpasses benchmark limits
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The benchmark broke before the model did. METR's own task suite is saturated. They can't measure how capable Claude Opus 4.6 actually is because the tests aren't hard enough anymore. The headline number: 14.5 hours of autonomous software work at 50% success rate. But the real
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Thumbtack Uses Fine-Tuned LLMs for Policy Violation Detection
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.@thumbtack reviews tens of millions of messages each year to maintain marketplace trust while meeting strict privacy requirements.
— Databricks (@databricks) 20 février 2026
By unifying its GenAI workflows, the team fine-tuned LLMs to detect nuanced policy violations that rules alone couldn’t catch. Precision improved… pic.twitter.com/b9usmLCFfE.
@thumbtack reviews tens of millions of messages each year to maintain marketplace trust while meeting strict privacy requirements. By unifying its GenAI workflows, the team fine-tuned LLMs to detect nuanced policy violations that rules alone couldn’t catch. Precision improved -
Everyday Problems Spark Revolutionary Ideas and Success
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Una idea que solucione un problema del día a día puede ser una pequeña revolución que se convierta en un éxito.
— Juan Merodio (@juanmerodio) 20 février 2026
A veces nace de una conversación casual, de una necesidad que todos hemos sentido o de esa frase tan repetida de ¿cómo no existe ya algo así? pic.twitter.com/i3UHMAckSIUna idea que solucione un problema del día a día puede ser una pequeña revolución que se convierta en un éxito. A veces nace de una conversación casual, de una necesidad que todos hemos sentido o de esa frase tan repetida de ¿cómo no existe ya algo así?
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Obsidian and Claude Agents Power Business Podcast Strategy
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The power of my Obsidian @obsdmd
-based business brain with Claude-based agents, and a super impressive SOP for Podcasts based on a few years of doing it for AI Today 😉 Just wait till the video comes out! -
Tyler Denk’s 3 Unique Founder Practices at beehiiv
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3 things @denk_tweets (@beehiiv CEO) does differently than most founders: 1. Asks "did you try automating it first?" before approving any hire 2. Runs AI show-and-tell weekly 3. Tracks output per person, not just headcount listen: 🔗 scalebrate.com/podcast/scali…
→ View original post on X — @rschmelzer, 2026-02-20 17:36 UTC
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Internal Agents Communicate Tasks via Markdown Mail Files
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Our internal agents send "mail" to each other to hand off tasks, where "mail" are big md files…
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Encouragement to build with smolagent’s CodeAgent and propose improvements
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Nice work!
Don't hesitate to build a bit with smolagent's CodeAgent if you're interested in code-actions agents, I'm less involved now but would still love to look at what improvements you could propose! -
Industrial AI Requires Governed Agents Not Autonomous Systems
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In manufacturing, a 90% success rate is a failure. AI agents struggle with broad questions that require 100% deterministic answers, often leading to hallucinations.
— Lucian Fogoros (@fogoros) 20 février 2026
The future of Industrial AI isn't autonomous chaos; it's governed agents. @HighByteInc Intelligence Hub version… pic.twitter.com/j9A4gHp4lkIn manufacturing, a 90% success rate is a failure. AI agents struggle with broad questions that require 100% deterministic answers, often leading to hallucinations. The future of Industrial AI isn't autonomous chaos; it's governed agents. @HighByteInc Intelligence Hub version