C'est remarquable de voir à quel point la nouvelle IA Flux Kontext est performante dans le domaine de la restauration photo. Je vais sans doute en faire une vidéo.
TOOLS
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Who Builds AI Infrastructure Above Frontier Models?
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So: who is building all of that? Clearly every company is not going to do it themselves on top of a frontier model on the backend, right?
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Social Element: Learning from Previous Tool Usage Patterns
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And there was a minor but important social element, where if e.g. you understood that I had previously used the tool for a particular area, and you were approaching that area yourself, in lieu of asking me what to do you could just sub search my previous usages and then guess.
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Tools as Learning Environments for Analyst Skill Development
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And then the tool itself was a learning environment, both because you could low-cost low-consequences play with it, but also because the same links to share results sprinkled in docs and Slack and PPT slides were self-documenting on How Did The Analyst Do That.
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AI Tools Drive Skill Development Through Manager Incentive Alignment
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And there were some fun consequences of that. One was that it produced immediate incentive compatibility for managers to say “Get good at SKILL”, which is something many people in industry might want but few might prioritize in 1:1s. Because tool was a force multiplier for it.
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Internal Tools Design: Making Complex AI Accessible and Shareable
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My previous employer once had an internal tool, which I’ll elide the details of. Using the tool well required a particular skill that many semi-technical people will develop. The tool also had a Share button on all the results and was very naturally internally viral.
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SolveIt: AI System Beta Testing Results After Six Months
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I mainly use solveit, which is a system we built and have had 1000 beta testers using it for ~6 months.
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Sonnet pricing analysis: caching benefits versus marginal costs
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I certainly wouldn't say it's clearly worth the extra cost, at least. (Especially since I use caching a lot, which is a 90% discount for Sonnet.)
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Personal AI Podcast Creator: Voice Agent with LangGraph
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Personal AI Podcast Creator Transform topics into personalized, short-form podcasts with this hands-free voice agent. Built with LangGraph, it combines AI speech recognition and synthesis for an interactive audio experience. Check out the demo! https://
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Open Agent Platform: No-Code AI Agent Creation and Orchestration
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Open Agent Platform Create and orchestrate AI agents through an intuitive, no-code interface. The platform features multi-agent supervision, RAG capabilities, and integrations with GitHub, Dropbox, and email – all powered by the LangChain + Arcade ecosystem. Watch the