Writing a code change is becoming easier. Getting that change tested, reviewed, secured and running reliably for customers remains a much larger job.…
Intent Graph: Navigating the Analytical Reasoning Space for Exploratory Data Analysis
arXiv:2610.11025v1 Announce Type: cross Abstract: Exploratory data analysis (EDA) is rarely open-ended in practice: analysts work from high-level domain…
Goodfire Deploys Probe-Based Cyber Monitors for Kimi K3 and GLM 5.3
Goodfire on October 8, 2026 published Training and Deploying Production Cyber Monitors on Kimi K3, a research post describing cybersecurity monitors for…
NOMOS: Compiling Written Policies into Statically Verified Tool-Call Gates for LLM Agents
arXiv:2610.11030v1 Announce Type: cross Abstract: Tool-using LLM agents violate the policies they are deployed to enforce, often silently. Prior defenses…
GlobalFoundries Tops Out Dresden Fab Expansion and Unveils FDX Fusion
GlobalFoundries celebrated the topping-out of its €1.1 billion SPRINT fab expansion in Dresden, Germany, on October 9, 2026, and announced FDX Fusion, a…
Emergent Inverse-Depth Scaling From Nonlinearity In Attention
arXiv:2610.11063v1 Announce Type: cross Abstract: Scaling laws describe power-law improvements in model performance with dataset size and parameter count,…
Mistral says “Le Chonk” can challenge the best AI models
Mistral says Le Chonk can rival top closed models while remaining open-weight.
Can a Cloud-Native Harness Make Agents Reliable Beyond the Desktop?
Kubernetes co-creators Craig McLuckie and Joe Beda aim to bring agent harnesses fully into the cloud.
Optimizing Large Language Models with Chained LMOs
arXiv:2610.10975v1 Announce Type: cross Abstract: Muon has motivated a growing family of optimizers that compose multiple matrix normalizations, but these…
Share GPU clusters across teams with isolation and fairness using Amazon SageMaker HyperPod
A reference architecture for securely sharing one Amazon SageMaker HyperPod EKS cluster across multiple teams, using AWS IAM Identity Center for…
Goodfire says its new ‘inside-out’ monitors catch rogue AI agents at a fraction of the cost
Goodfire just launched what it says is a cheaper way to keep AI agents in check: Instead of paying a second AI to read everything an agent does, its…
OpenAI Decisions API Hits Public Beta With 10x Faster Typed Answers
OpenAI’s Decisions API is now in public beta on GPT-6 Luna. It returns typed probabilities, choices and scores about 10x faster than the Responses API,…
USA TODAY Sues OpenAI Over Copyrighted News Content in AI Training
USA TODAY Co., Inc. and its affiliated newspaper entities sued OpenAI in federal court in New York on October 8, 2026, alleging the company trained its…
HiPHI: A Large-Scale Benchmark for High-Precision Human Motion and Object Interaction
This White Paper gives robotics researchers and engineers an overview of a new large-scale motion capture dataset built to close the data gap limiting…
Mid-Training Language Models on Raw Video
arXiv:2610.11019v1 Announce Type: cross Abstract: Multimodal large language models learn mostly from paired image-text data or annotated video, and raw…
Alibaba Qwen Releases Qwen-Image-2.1-Turbo, an 8-Step 7B Image Model
Alibaba’s Qwen team has released Qwen-Image-2.1-Turbo, an accelerated checkpoint of its open-weight Qwen-Image-2.1 model. It generates and edits images in…
Budgeted Multi-Source Counterfactual Annotation for Off-Policy Evaluation
arXiv:2610.10974v1 Announce Type: cross Abstract: Off-policy evaluation (OPE) estimates the value of a target policy from logged data, but limited…
Zipline Launches First Flight Drone Delivery Program in Austin
Zipline launched its First Flight early-access program in Austin on October 9, 2026, opening autonomous drone delivery to the first 5,000 residents who…