OpenAI built an autonomous pipeline that found, validated, and generated patches for 948 local privilege-escalation vulnerabilities in the Linux kernel.
Impact of Input Resolution in Mammographic Mass Detection: A Controlled Multi-Architecture Study
arXiv:2611.04200v1 Announce Type: cross Abstract: Deep-learning-based mass detectors usually downsample mammograms, trading fine image detail for lower…
Generative media inference startup fal raises $1.3B at a $16B valuation
Generative media inference startup fal today announced it has raised $1.3 billion in new funding at a valuation of $16 billion, according to Bloomberg.…
When the Consumer Is an Agent: Execution-Grounded Service-Level Agreements
arXiv:2611.04182v1 Announce Type: cross Abstract: Large language model (LLM) agents increasingly act as service consumers. They select operations and…
NVIDIA Shows 3 Ways to Speed Up MoE Inference on DGX Spark, Lifting Ling-3.0-flash Throughput 42.5%
NVIDIA shows how 3 stacked optimizations speed up MoE inference on a single DGX Spark. On Ant Group inclusionAI’s 124B Ling-3.0-flash, GSM8K decode…
GC-MoE: Overlapping Expert-Parallel Token Dispatch with FP8/FP4 Grouped GEMM via CUDA Green Contexts
arXiv:2611.04222v1 Announce Type: cross Abstract: Under expert parallelism, mixture-of-experts (MoE) layers pay all-to-all token dispatch, grouped GEMMs,…
Anthropic Releases FlashProve: Cryptographic Proofs That a Reply Came From Committed Weights
Anthropic released FlashProve, an Apache 2.0 zkSNARK prototype that proves a reply came from a committed model without revealing weights. It proves Llama…
Length Is Cheap, Competition Is Not: Attention Predicts Context Rot in Retrieval
arXiv:2611.04169v1 Announce Type: cross Abstract: Why do language models fail on long inputs? The common answer is length. We show that, for retrieval,…
Agility Robotics Closes SPAC Deal Ahead of Nasdaq Trading
Agility Robotics announced on November 4, 2026 that it had completed its business combination with special-purpose acquisition company Churchill Capital…
17 better ways Elon Musk could have wasted $446 million
One of the basic problems of spending too much time on social media is that you are cooking your brain by reading posts from a pack of attention-seeking…
Ted Schlein’s Ballistic Ventures seeks $490M for new funds amid AI-driven cybersecurity boom
Cybersecurity-focused Ballistic Ventures is seeking to raise $360 million for a new flagship fund and another $130 million for a separate investment…
Share Kiro credits across your team with credit pooling
Kiro’s new credit pooling model gives enterprise engineering teams shared credits, granular governance, and usage flexibility for predictable AI spend.
The U.S. Census Bureau and “Super Intelligence”
I was reminded today of AI Adoption Rate Trending Down for Large Companies , a chart produced by Apollo Global Management in September 2025, which…
Improving PI-RADS Prediction and Prostate Cancer Detection from Multiparametric MRI with Anatomical Guidance
arXiv:2611.04155v1 Announce Type: cross Abstract: Accurate prediction of Prostate Imaging Reporting and Data System (PI-RADS) scores from multiparametric…
Salesforce to buy customer service automation startup Cresta for reported $2.7B
Salesforce Inc. has agreed to buy Cresta Intelligence Inc., a venture-backed provider of customer service software. The cloud giant didn’t disclose the…
Separating Common and Unique Directions for Data-Free Model Merging
arXiv:2611.04108v1 Announce Type: cross Abstract: Model merging combines multiple fine-tuned models without additional training, and arithmetic methods…
Introducing the Grid Protectors Program
OpenAI’s Grid Protectors Program will work with utilities to help future compute campuses support grid reliability and protect consumer electricity costs.
What Remains in Sight? Autoregressive Video Decoding as Representation-Guided Context Rewriting
arXiv:2611.04164v1 Announce Type: cross Abstract: Long-horizon video generation is increasingly moving toward autoregressive rollout, where each newly…