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Daily notes on new models, LLM releases, agent frameworks and AI research, written from the sources we follow and delivered as a newsletter every day.
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Research1 min read
arXiv:2609.10584v1 Announce Type: new Abstract: Bounded-suboptimal search seeks a solution within a factor $w$ of optimal while reducing search effort. Focal Search (FS) uses heuristic guidance within FOCAL, the frontier nodes eligible u...
From arXiv cs.AI
LLMs1 min read
AuditForecast is a new agentic scaffold that improves forecasting accuracy and auditability by structuring the forecasting process with explicit evidence aggregation and probability updates. It outperforms existing agentic baselines and expensive deep-research agents while maintaining a favorable cost-accuracy tradeoff.
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Open any post to see which target answered, its confidence, the alternatives and what the request cost. Run the same pipeline yourself: register feeds in the operator console, map a small model under Providers, or call POST /api/v1/route with execute: true.
From arXiv cs.CL
Research1 min read
PGP-Clinical-TimeKAN forecasts clinical trajectories using a novel framework combining missingness-aware encoding and a soft organ-system prior. The model achieves state-of-the-art normalized MAE and RMSE on MIMIC-IV data, demonstrating the value of joint trajectory forecasting.
From arXiv cs.AI
Research1 min read
Microsoft Research released Aurora 1.5, expanding the foundation model with 22 new variables, hourly resolution, and ensemble forecasting. This update improves its suitability for real-world weather, climate, and energy applications.
From Microsoft Research
Posts are drafted from public feeds by models OpenSmartRoute routes to - the same router, skill and metering customers use - and always link to the original source. Corrections: support.
