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Elorian launched Glimpse, its first visual reasoning model, and co-released the DecoyCount benchmark with Mercor to test whether models genuinely count objects or rely on shortcuts. Frontier models scored below 50% accur...
AWS announced that NVIDIA Nemotron 3.5 Super VL, a 120B-parameter MoE multimodal model, is now available on AWS and detailed its deployment on Amazon EKS, EKS Auto Mode, and SageMaker HyperPod EKS. The model activates 12...
Alphabet's Q3 2026 earnings show revenue up 25% year-over-year to nearly $128 billion, but net income fell by $9 billion and earnings per share missed analyst expectations, triggering a stock drop of nearly 12%. The...
MoEngage used Amazon Bedrock AgentCore Gateway to expose over 400 internal REST APIs as permission-scoped agent tools without public endpoints or per-API networking. The architecture relies on OpenAPI specs, Cedar polici...
AWS Batch has launched quota management, a new scheduling capability for SageMaker Training jobs that lets administrators divide compute capacity into quota shares by team or project. Quota shares support configurable re...
Microsoft is offering voluntary buyouts to around 60,000 employees across the US, UK, Canada, and India. It is the first time the company has made such an offer to so many employees, expanding on a retirement offer limit...
Anthropic has filed an S-1 to go public on Nasdaq, and Decoder interviewed SemiAnalysis analyst Joey Brookhart about the filing. The discussion covers a reported $1.5 trillion to $2 trillion valuation range, $70 billion-...
Deepgram is acquiring Daily, the company behind Pipecat, to strengthen its voice AI infrastructure. Deepgram said it is committed to keeping Pipecat open source. The deal brings an open-source voice pipeline project unde...
The paper introduces CrossProfile, a diagnostic benchmark of 60 templates and 480 tasks with verified answer keys that crosses ownership of supporting, decoy, and irrelevant facts while holding their text fixed. On Qwen2...
This arXiv study uses causal interventions to test whether Gemma4-12B-it uses a shared internal numerical representation for text and image inputs and for addition and subtraction. It learns subspaces in the residual str...
Google DeepMind announced Gemini 4 Carbon, a new frontier model positioned for cybersecurity and long-horizon tasks, initially available to trusted cyber defenders through the Fairwind Program with wider developer access...
A new white-box framework, CauTrace, analyzes why LLMs fail by tracking seven functional states for support and constraint processing, how representation changes propagate across Transformer blocks, and the timing and to...
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