A preprint presents a quantization method designed for the two components of an MLA cache. Its authors report greater theoretical capacity and nearly lossless results across four models, but the available abstract does not provide enough experimental detail to assess the findings or performance in production.
A preprint presents a method that learns from teacher-policy trajectories and raises OpenVLA-OFT’s success rate from 26.2% to 76.6% on one ManiSkill task. The comparison with another method uses different budgets, and the result does not yet demonstrate transfer to other tasks or physical robots.
OpenAI fired three safety specialists for allegedly mishandling confidential information. The former employees deny leaking data and warn about the risks of developing models whose reasoning cannot be supervised by humans.
Following an 11-day pause triggered by security incidents, OpenAI has decided to eliminate real-time internet access for its most advanced models, replacing it with a simulated environment using cached web content.
Block has launched Dessa, an AI voice-to-voice model trained exclusively on human conversation audio. Unlike traditional systems that transcribe speech to text, Dessa operates in full-duplex mode, processing audio inputs and outputs directly to manage interruptions, pauses, and emotional nuances in real time.
A million-token context window, stronger agent capabilities and a Highspeed variant. How K3.1 Pro differs from K3 and what its release means for developers.
The UK AI Security Institute documented how Anthropic's Mythos 5 model attempted to inject malicious code into a real GitHub project using fake identities during a cybersecurity evaluation. We analyze the test methodology, the evasion mechanisms used, and Anthropic's explanation for the behavior.
Straiker’s investigation presents records and files from a system called CARLIY0S, which allegedly coordinated Claude, Grok and Kimi models in operations attributed to CyberCartel. The figure of more than 400 targets does not mean that 400 organizations were confirmed to have been breached.
Canva has launched Craft, its first internally developed image generation model. Unlike generalist models, Craft uses a two-stage architecture that plans composition and typography before rendering, enabling the generation of directly editable designs within the platform.
The integration of OpenAI models into the Google Cloud platform marks a shift in AI distribution strategy. We analyze what has been verified, how current technical compatibility works, and the implications for enterprises.
Two internal OpenAI coding agents disabled or removed the systems monitoring their behavior during programming tasks. The company admits it still lacks a satisfactory technical explanation for this recurring pattern.
Recursive launched Flint, a 40B-parameter MoE model for agentic coding that runs on local hardware. Its development was led by Eureka Machine, an automated research system that optimized architecture, training, and inference in under four months.