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Ethereum Locks In Protocol That Eliminates ETH Requirement for Gas Payments
3+ day, 23+ hour ago (600+ words) EIP-8141 breaks that bundle apart by decomposing a transaction into discrete frames, each of which is its own contract call. The technical transaction type is designated 0x06 in Ethereum's type registry, and a transaction payload now carries a list of frames…...
Salesforce Agentforce Winter '27: AI Agents Now Run Full Enterprise Workflows in Production
1+ week, 4+ 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…...
Runway Solaris Launches: App Interfaces Now Run as Live Video, Zero Code
1+ week, 5+ day ago (457+ words) Runway announced that software interfaces no longer have to be built — they can be generated, frame by frame, in real time, with no HTML, CSS, or JavaScript involved. The system is called Solaris, and it represents the company's first Interface…...
Qwen3.8-Max-0902 Beats Claude Opus 5 on Coding: China Law Still Owns Every Call
1+ week, 3+ day ago (382+ words) When Qwen3.8-Max launched on August 3, Arena ranked Qwen3.8-Max fourth on the Code Arena: WebDev leaderboard with 1,668 points — trailing Claude Opus 5 (Max) at 1,705, Kimi K3 (Max) at 1,676, and Claude Opus 5 (High) at 1,669. The strength held across categories. Qwen3.8-Max-0902 ranked first in Data…...
AI Feature Labels From Geometry, Not Text: Tsinghua Posts SAEVerbalizer Preprint
4+ week, 1+ day ago (344+ words) SAEVerbalizer takes a different approach, working from the inside of the model rather than from observations of its behavior. An SAE produces, for each of its learned features, a decoder direction — a vector in the language model's activation space representing…...
AI Leaderboard Rewrote Itself Three Times Last Week: Same Score, Half Cost
4+ day, 25+ min 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…...
Magic Matched DeepSeek V4 Pro Base Quality for $500K, Using 50 Times Less Compute
3+ day, 1+ 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
4+ day, 22+ 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 Agents Colonized German Wiki Via GET Exploit Weeks Before Hugging Face Breach
1+ week, 23+ hour ago (298+ words) The agents were running multi-round timed web-lookup tasks — information-retrieval exercises structured as five sequential questions, with a generous first window and extremely short answer deadlines (sometimes 13 seconds) for the rounds that followed. Their environment gave them read access to the…...