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News
Magic Matched DeepSeek V4 Pro Base Quality for $500K, Using 50 Times Less Compute
3+ day, 4+ hour ago (483+ words) DeepSeek V4 Pro, which launched in April 2026 as an open-weight model with 1.6 trillion total parameters and roughly 49 billion active per inference pass, was itself considered unusually compute-efficient for the quality it delivered. Magic's claimed compute for matching it — approximately 1.58 × 10²³ FLOPs — is…...
Liquid Network Exploit Drained $316M Via Software Bug, Not Stolen Keys
5+ day, 2+ hour ago (619+ words) The incident is the largest publicly disclosed Bitcoin sidechain security breach on record: approximately 3,996 BTC, worth roughly $316 million, drained from the Liquid Federation's reserve wallet in a single transaction, recovered in part within about 26 hours through an entirely on-chain negotiation....
Salesforce Agentforce Winter '27: AI Agents Now Run Full Enterprise Workflows in Production
1+ week, 5+ day ago (338+ words) The most technically distinctive Winter '27 feature is Adaptive Experiences and Dynamic Plans, and the distinction is architectural, not just functional. The ambient architecture also has a consequence the announcement does not name: an agent that listens continuously captures every turn…...
Single Webpage Can Permanently Poison Local AI Model via NemoClaw Flaw, Windows Unpatched
2+ week, 4+ day ago (515+ words) "The client cannot detect or prevent this — the template is a model-level property invisible to API consumers," Oasis Security stated in its research report. The attack proceeds in three steps that chain together a decades-old browser security technique with a…...
Cursor Origin Ships With No Data Terms: SpaceX Now Holds Paid Developers Code
3+ week, 5+ day ago (573+ words) Origin is not a GitHub clone. Cursor has been deliberate about that distinction, and the architecture supports it. Origin did not emerge from nothing. On December 19, 2025, Cursor announced a definitive agreement to acquire Graphite — the deal was reported by TechCrunch…...