The method uses a repeatable cycle of proposing, testing, and learning to fix agent behaviors without breaking existing functionality.
A preregistered study of 29,682 episodes shows that a single difficult interaction reduces subsequent helpfulness in all three tested models, with the effect being significantly larger in Claude Haiku 5.5 than in GPT-6 Luna or Gemini 3.5 Flash-Lite.
The 30-hour proof used about a third of the action tokens and was roughly 7x shorter than the 11-day September run.
The cybersecurity leader and AISLE co-founder joins to build the world's most trusted platform for sovereign AI.
New CUDA mat-mul kernel for 2-24 src1 columns improves speculative decoding performance by 10.1% to 34.9% across tested NVIDIA GPUs.
The real-time strategy title joins the cloud gaming service alongside new DLSS 5 support for War Thunder and Where Winds Meet.
The new version features a 4x speedup in neighbour search and a recursive initialization method that improves cluster resolution on million-scale datasets.
The Munich-based drone maker's new platform processes intelligence to identify military assets and enemy positions.
Gartner predicts at least 70% of customers will start their journey via AI interfaces by 2028, highlighting the need for defined skill sets in hybrid support teams.
The creative platform reports a 50% increase in lead engineer output and 2.5x more creator hires year over year without adding headcount.
The initiative, which has helped over 11,000 people, now partners with NYU Langone Health and Wounded Warrior Project to expand access to voice AI.
The team plans to release an anime model with alpha channels and multi-character references, alongside an editing model, while maintaining the Apache 2.0 license.
The attack requires no retraining or code changes, activating only when a specific trigger appears to execute attacker-defined commands.
vLLM Router provides routing functionality that distributes inference requests while considering sessions and caches.
Open-source KQuant packs for Qwen models on Hugging Face achieve up to 3.7x lower KL divergence than public 4-bit baselines, with 6-15% faster inference on M5 Pro for 4B, 9B, and 27B models.
The framework uses a Dynamic Image-Text Alignment module to adaptively condition decoder features on requested views and anatomical structures.
New engineering research shows that using idle time to correct stale notes ('dreaming') significantly improves agent performance over simple storage.
The travel company also reduced its app error rate from 19% to 9% and shifted from annual to weekly releases.
Built by contrastively fine-tuning meta-models/Muse-Glimmer-30B, the model supports arbitrarily large candidate sets through ANN indexing.
The release accompanies the MACaQ paper (arXiv:2611.10649) and is available via the huawei-csl GitHub repository.
The average test design period was reduced to 1.4 days through code-based analysis.
Achieved 90% forecast accuracy for three fresh meat items and automated the manual ordering process.
Cloud API costs were reduced by 15.8% through a policy that minimizes model switching.
Anthropic switched to Scion, while OpenAI switched to Pando for its Git backend.
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