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News
Magic Matched DeepSeek V4 Pro Base Quality for $500K, Using 50 Times Less Compute
2+ day, 22+ 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…...
AI Leaderboard Rewrote Itself Three Times Last Week: Same Score, Half Cost
3+ day, 21+ hour ago (165+ words) The trajectory — 66 vs. 61, then 57 vs. 55, then 53 vs. 53 — is not evidence that the models converged. No new models were released. The benchmarks changed. Identical composite scores mask two findings that matter more for deployment than the headline number does. The practical…...
Liquid Network Exploit Drained $316M Via Software Bug, Not Stolen Keys
4+ day, 19+ 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....
OpenAI Assistants API Shuts Down Tuesday: No Automated Migration, Threads at Risk
2+ week, 5+ day ago (368+ words) For any application making calls to /v1/assistants, /v1/threads, or /v1/runs after Tuesday, the response will not be a deprecation warning or a rate limit. It will be a hard error. According to the Assistants API migration guide, OpenAI has provided…...
Cursor Origin Ships With No Data Terms: SpaceX Now Holds Paid Developers Code
3+ week, 4+ 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…...