Timing is becoming the real constraint in applied AI. Moving inference to the network edge reduces latency and enables real-time decisions. The network starts to act as a distributed compute layer, supporting operations exactly where and when they are needed.
SOFTWARE
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Claude Cowork Launch Marks New AI Era Shift
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L’annonce fracassante du lancement de Claude Cowork, qui fait suite à la révolution Claude Code, marque le début d’une nouvelle ère. Pendant que notre débat politique s'épuise dans des polémiques de plus en plus médiocres, une bascule historique s'opère dans l'indifférence
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Claude AI Can Now Control Your Computer Like a Human
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Anthropic vient de franchir un cap énorme.
— VISION IA (@vision_ia) 24 mars 2026
Claude peut maintenant utiliser votre ordinateur. Pour de vrai.
→ Il ouvre vos apps.
→ Navigue votre navigateur.
→ Remplit vos tableurs.
→ Clique, tape, se déplace sur l'écran.
Exactement comme vous le feriez assis à votre… https://t.co/tdJ7yuzSVKAnthropic has just crossed a huge milestone. Claude can now use your computer. For real. → It opens your apps.
→ Navigates your browser.
→ Fills out your spreadsheets.
→ Clicks, types, moves around the screen. Exactly like you would sitting at your desk.
Except you don't -
Claude Command Line Tool for Secure Workflow Automation
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claude -p lets you execute Claude as a single command. This is nice for workflows that need intelligence for one step but need privileges for a different step. For instance you can get Claude to generate release notes or PR text, then deterministically make the PR or release, without giving Claude write permissions to your Github.
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AI Quietly Handles Small Tasks Across Workflows Daily
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AI is quietly eating every ‘small task’ in your workflow.
In the last hour alone, people have used AI to: Restore blurry old photos
Draft SQL pipelines
Offload multi-step digital work to agents
Turn selfies into scroll-stopping videos
Even run fleets of ‘AI employees’ -
Qwen3.5-397B Runs on iPhone with Streaming MoE Weights
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Here's Qwen3.5-397B-A17B- a 397B model – using the streaming MoE weights trick to run on an iPhone! https://t.co/YjBZrUMt9S
— Simon Willison (@simonw) 24 mars 2026Here's Qwen3.5-397B-A17B- a 397B model – using the streaming MoE weights trick to run on an iPhone!
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Database Management Systems DBMS Complete 931-Page Educational Resource
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Database Management Systems DBMS
[931-page PDF ebook]: https://
xuanhien.wordpress.com/wp-content/upl
oads/2011/04/database-management-systems-raghu-ramakrishnan.pdf
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AI Model Advancement: 5.4 Integrates Codex with General Purpose Utility
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Dude stop lying It doesn't update the score Brb I have to sleep 😀
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Running 1T MoE Models on Mac Hardware via Expert Streaming
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Turns out you can run enormous Mixture-of-Experts on Mac hardware without fitting the whole model in RAM by streaming a subset of expert weights from SSD for each generated token – and people keep finding ways to run bigger models Kimi 2.5 is 1T, but only 32B active so fits 96GB
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Anthropic Labs Ships MCP, Skills, Claude Desktop and Code
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Little known fact, the Anthropic Labs team (the team I joined Anthropic to be on) shipped:
— Boris Cherny (@bcherny) 24 mars 2026
– MCP
– Skills
– Claude Desktop app
– Claude Code
It was just a few of us, shipping fast, trying to keep pace with what the model was capable of.
Those early Desktop computer use… https://t.co/BibyJkJZgzLittle known fact, the Anthropic Labs team (the team I joined Anthropic to be on) shipped: – MCP
– Skills
– Claude Desktop app
– Claude Code It was just a few of us, shipping fast, trying to keep pace with what the model was capable of. Those early Desktop computer use