@Karpathy
's LLM wiki concept just became a real Mac app. It is called Tolaria, a free desktop app for Mac and Linux. The goal is simple: give humans and AI agents a shared, native environment to build knowledge. It writes like a modern block editor, but saves everything as
TECHNOLOGY
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Tolaria: LLM Wiki as a Mac App
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Claude Cowork’s Federated MCP Performance Benchmark
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Claude Cowork just got 10x more powerful!
— Sumanth (@Sumanth_077) 15 mai 2026
Glean benchmarked centralized vs federated MCP in Claude Cowork. Same harness, same model, same queries, different context layer.
The federated approach: Each data source (Gmail, Slack, Drive, Salesforce) has its own MCP server. Claude… pic.twitter.com/0lSWyHsKriClaude Cowork just got 10x more powerful! Glean benchmarked centralized vs federated MCP in Claude Cowork. Same harness, same model, same queries, different context layer. The federated approach: Each data source (Gmail, Slack, Drive, Salesforce) has its own MCP server. Claude
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Codex critiques developer-focused interface and bias against non-coders.
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Codex is very good, but it is still a very "developer coded" interface for an everything app. And it continues the somewhat annoying AI perspective that non-coders are just not as competent and need stuff hidden from them, as opposed to requiring a different form of complexity.
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OpenAI working on ‘Locked use’ feature for Codex on Mac
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OpenAI is working on a dedicated setting for Codex to allow users to enable "Locked use." > Let Codex use your Mac while it's locked No more need to carry a half-open laptop around?
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Google Gemini Spark Screenshots Show Advanced Tool Use and Skill Creation
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GOOGLE : New Gemini Spark screenshots featuring advanced tool use and Skills creation flow. It seems like there won't be an option to import SKILL MD files besides copeing and pasting. There is also no evidence of Browser or Computer Use atm.
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Frameless London Proves AI Expands Art, Not Replaces It
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Frameless London Proves #AI Is Expanding Art — Not Replacing It
— Ronald van Loon (@Ronald_vanLoon) 15 mai 2026
by @pascal_bornet#GenerativeAI #ArtificialIntelligence #EmergingTech #Innovation #Technology pic.twitter.com/A6L5fOiaszFrameless London Proves #AI Is Expanding Art — Not Replacing It
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ClickUp UI Reshapes Based on AI Model Choice: Claude, Gemini, ChatGPT
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ClickUp is reshaping its Brain platform UI based on which model you pick. > With Claude Opus 4.7, the interface reads "Tell Claude what to do next." > With Gemini 3.1 Pro, it becomes "Let's ask Gemini." > With GPT 5.5, it says, “Let's ask ChatGPT.” The confirmed models are
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SAP Invites Advisor for AI Transformation After Criticism
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Apparently at @AIEMiami geoff complained about @SAPConcur being dead software and a SAP guy was in the audience and invited him to SAP to advise on how to do AI transformation for 6800 employees TLDR he made fun of SAP, and SAP… concurred
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User shares experience with AI tools and building a site with an AI reader
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Love it! AI is a trip. I'm using Levangie Labs, which sits on top of Anthropic and OpenAI and greatly improves them. The best in AI is here: https://
x.com/i/lists/195353
6336675365173?s=20
… I have 50,000 in my lists now in AI: https://
x.com/scobleizer/lis
ts
… My AI reads all those to build my site. Oh, -
Grok AI’s Advanced Simulation Capabilities Mirroring Human Thought
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Sometimes I'm not even sure. Grok can simulate me better than I can simulate myself. True story, it knows how I think. And much more.