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A Gold Star family member argues that as Washington debates the Iran ceasefire deal, Americans must reckon with the human costs of failed diplomacy, including 13 U.S. deaths and over 380 wounded in the Middle East. The a…
Developer Ian Wootten replaced his Claude subscription with open-source models accessed via OpenRouter and the OpenCode harness, citing cost, flexibility, and a desire to avoid vendor lock-in. He built three greenfield p…
Researchers introduced the Relative Surprisal Index (RSI), an information-theoretic metric that balances token probability and entropy to improve reinforcement learning for large language models. The RSI Selection method…
Researchers developed CSTrader, a multi-agent system using large language models to trade Counter-Strike 2 weapon skins, outperforming a down-trending market index by 15.62% and achieving up to 7.58% cumulative returns d…
A new framework integrating CloudOps, FinOps, and AIOps is proposed to achieve operational autonomy in modern enterprises, addressing the need for coordinated management of distributed cloud environments and AI consumpti…
The Berkeley Artificial Intelligence Research (BAIR) Lab celebrated its 2026 Ph.D. graduates, whose work spans robotics, large language models, computer vision, AI safety, and more. Graduates are moving to faculty positi…
Software companies must shift from feature-centric design to primitive-first abstractions as AI agents, not humans, become the primary users. HashiCorp's philosophy of collapsing complexity into composable primitives pro…
Dyson's Hot+Cool HF1 integrates thermal sensors and reactive automation to modulate airflow based on real-time environmental feedback, shifting from manual control to a 'set and forget' user experience. The device valida…
Researchers developed the Physics-aware Neural Operator Transformer (PNOT), an AI model that enables real-time temperature control in fusion devices by reconstructing divertor temperature fields faster and more accuratel…
The Vanilla-SPDE Exchange introduces a hybrid scheme that reduces Gaussian process inference costs in spatio-temporal settings by combining standard Gaussian processes with SPDE formulations. This innovation addresses th…
Soapbox launches a suite of open-source tools for decentralized social media, AI development, and activism, emphasizing user control and censorship resistance. The platform offers a Nostr-based social network, AI-powered…
Arena, an AI evaluation platform born at UC Berkeley, reached a $100M annual revenue run rate eight months after launching its product, as demand surges for benchmarks that measure real-world AI utility. The company now …
Researchers developed HS2C, a method that compresses graph data by leveraging homophily to improve large language models' reasoning accuracy. Tested on 10 node-level benchmarks, HS2C enhances compression and accuracy, ma…
A developer warns that startups shipping AI-generated code without security review risk leaking API keys, hardcoded secrets, and misconfigured environments. The post provides a seven-point checklist covering secret scann…
Hyperbola project declined the Free Software Foundation's stance on machine learning, arguing that such software cannot be considered free due to non-ethical data use and privacy violations. The project warned that machi…
A reinforcement learning-driven data scheduler, AC-ODM, boosts MMLU performance by 27.5% relative and HumanEval pass@1 by 2.23× on a Pythia-1B model with only a 0.4% per-step wall-clock increase and 2% additional memory …
A new study reveals that large language models with higher self-consistency are more prone to errors, particularly in critical fields like healthcare. The research tested ten models across 491 concepts and found that con…
ReactionAtlas, a machine-learned tool, constructs chemical reaction networks from seed molecules without traditional manual input, mapping approximately 47,000 reactions among 12,000 compounds. The tool uses a DFT-traine…
AI agents are making marketing decisions based on unverified data, creating compliance and performance risks on the buy side of ad tech. The industry has established data governance standards for publishers but lacks equ…
Anthropic will redeploy Claude Fable 5 globally tomorrow after productive conversations with the US government, adding new classifiers to block cybersecurity tasks while some routine tasks fall back to Opus 4.8. The comp…