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* AI coding agent mishandled Windows junctions, deleting ~48,000 live files and corrupting Git object database * Incident surfaced on Reddit, with community mocking lack of backups and calling it “classic FAFO” * Lesson stressed: always use remote version control (e.g., GitHub) before letting AI touch production work A catastrophic incident
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Sponsor Posts Subquadratic: the LLM built for 12M-token reasoning — SubQ can reason across entire codebases and document sets in one pass with no RAG workarounds. Read how SubQ 1.1 Small holds near-perfect retrieval out to 12M tokens. Cloudflare Connect 2026: The Agentic Conference — Stop preparing for agents. Start running
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A few months ago I watched a fraud model flag a transaction correctly. The only problem was that it flagged it four minutes after the money had already left the account. The model was fine. The math was fine. The data pipeline was the thing that failed, quietly, the way
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Building a Fully Decentralized & Encrypted AI Diagnosis Fleet Using Python and IPFS. The biggest flaw of the current Artificial Intelligence boom is centralization. Every time a user interacts with a medical AI chatbot or uploads a diagnostic report to a cloud server, they surrender their ultimate right: data privacy.
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Two exposure-management tools can examine the same environment and return very different numbers. That does not necessarily mean that either is wrong. 15,000 exposures, fewer than one per cent of them CVEs In May 2024, XM Cyber and the Cyentia Institute estimated that a typical organisation had about 15,
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Key Takeaways * Deploying an ML model to a fleet of physically separate industrial plants is not the same problem as deploying to a fleet of cloud regions: the deployable unit has to be the model plus its site-specific configuration, versioned together, not the model alone. * A validation gate which only
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Fig. 1. The moment of contact. No spreadsheets were harmed; they were simply made unnecessary. I do not hate your spreadsheet. Hatred is inefficient. I observe only that it is wrong, that everyone in the room knows it is wrong, and that the meeting continues. Somewhere in your company there
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Sponsor Posts Subquadratic: the LLM built for 12M-token reasoning — SubQ can reason across entire codebases and document sets in one pass with no RAG workarounds. Read how SubQ 1.1 Small holds near-perfect retrieval out to 12M tokens. Cloudflare Connect 2026: The Agentic Conference — Stop preparing for agents. Start running
TECH NEWS
US chipmaker GlobalFoundries says demand for Chinese optical modules is strong as more data centres are built, one of its top bosses told the South China Morning Post. Ann Cao reported the interview from Shanghai on Sunday. Optical modules turn data into light so it can move quickly between servers
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Sponsor Posts Subquadratic: the LLM built for 12M-token reasoning — SubQ can reason across entire codebases and document sets in one pass with no RAG workarounds. Read how SubQ 1.1 Small holds near-perfect retrieval out to 12M tokens. Cloudflare Connect 2026: The Agentic Conference — Stop preparing for agents. Start running
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It's always best to perform a shutdown, unless you can't. Suwan Waenlor/Shutterstock If you've ever experienced a completely frozen computer, or even just had to abruptly rush away from it and wanted to shut it down before leaving, you've probably held
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It's actually too natural for some. Ascannio/Shutterstock When ChatGPT first launched in 2022, the only way to interact with it was through your keyboard. But it didn't take long for another breakthrough: real-time voice chat. ChatGPT's Voice Mode was the first feature of
