Wait until you discover my eight-year-old Tesla drives itself too.
SOFTWARE
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COCOON: Decentralized AI Inference on TON
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Yes, according to their docs "COCOON is a decentralized AI inference platform on TON that securely connects GPU owners who provide compute with privacy-conscious applications that need to run AI models. For GPU Providers, it defines how suitable hardware can become part of a
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Telegram launches AI summaries with Cocoon
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Telegram released its first AI feature powered by Cocoon. New AI Summaries will become available on long-form posts and Instant View pages.
— 🚨 AI News | TestingCatalog (@testingcatalog) 3 janvier 2026
This feature is powered by open-source models running on Confidential Compute Open Network created by Telegram. pic.twitter.com/eKkgTYbrrhTelegram released its first AI feature powered by Cocoon. New AI Summaries will become available on long-form posts and Instant View pages. This feature is powered by open-source models running on Confidential Compute Open Network created by Telegram.
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Convert Foreign Tables: Federated Data Governance Without Migration
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Convert Foreign Tables makes it easier to start using data that lives in other systems, without committing to a full migration. It brings federated data under Unity Catalog governance, so teams can work across systems while staying controlled and safe. Watch Nick Karpov and
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Vibe Coding vs Manual Coding: Which Approach for AI Development?
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Great! Are you vibe coding it or coding manually?
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Tradeoffs of modular AI architecture
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The tradeoffs are real though: 5-10x cheaper training and inference Modular, composable architecture Faster iteration cycles More complex to implement correctly Requires load balancing during training Higher memory overhead (all experts must fit in VRAM during
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Claude Opus 4.5 Powers Space Engineers 2 Game Development
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Claude Code (Opus 4.5) is coding Space Engineers 2
— Marek Rosa | European🇪🇺 | South African🇿🇦 (@marek_rosa) 3 janvier 2026
I asked Claude to:
– add a starfield effect to the main screen background
– a small mockup chatbot window for Goodbot3
All done in a few minutes, directly in the real SE2 codebase.
This is a game changer – yes, pun intended! pic.twitter.com/2KTwV9TkCqClaude Code (Opus 4.5) is coding Space Engineers 2 I asked Claude to:
– add a starfield effect to the main screen background
– a small mockup chatbot window for Goodbot3 All done in a few minutes, directly in the real SE2 codebase. This is a game changer – yes, pun intended! -
Translating n8n interface locally: repository files and French version
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@grok comment traduire l'interface n8n sur un hébergement local ? où se trouvent les fichiers de traduction dans le repository ? est-ce qu'il existe une version française ? donne le lien
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FSD now safer and smoother than human driving
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And FSD now is way safer than letting a human drive. Certainly is way smoother.
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Tesla asserts its self-driving is earlier than any 2008 or 2018 car
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Show me a 2008 car that can drive itself. Even a 2018. My Tesla does. Everywhere. No one else was earlier.