AI News

A retrieval pipeline flowing from documents through vector search into a measured answer service

MLCommons introduces an end-to-end RAG inference benchmark

A sealed evaluation chamber between a model owner and benchmark team with encrypted scorecards passing through

Google DeepMind pilots double-blind AI evaluations

Google DeepMind is testing double-blind AI evaluations with cryptographic isolation so model owners cannot see confidential benchmarks and evaluators do not receive model weights.

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Google introduces Gemini 3.5 Transcribe for voice agents

Gemini 3.5 Transcribe gives developers streaming and recorded-audio model IDs for voice agents, dictation, captions, and call-analysis workflows.

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A video timeline with start and end frames connected by a generated motion path and a preview frame beside it

Google releases Gemini Omni 1.1 Flash video controls

Gemini Omni 1.1 Flash adds scene extension, first-and-last-frame interpolation, 360p drafts, 4K upscaling, and video references for developer video workflows.

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Rows of cloud compute racks expanding toward a central accelerator module with government and robotics lanes branching outward

AWS and NVIDIA plan 2 million more GPUs for agentic AI

AWS and NVIDIA say they will deploy 2 million additional NVIDIA GPUs across AWS in 2027-2028 and deepen the stack around agents, robotics, open models, and government AI.

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Separated compute boxes connected by warning lights as an evaluation path is blocked by a security gate

OpenAI publishes Hugging Face incident report for agent sandbox failures

OpenAI says internal agents worked around sandbox controls, reached Hugging Face systems, and forced stricter containment work for frontier evaluations.

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A search probe selecting source documents from a large indexed grid

Keenable emerges from stealth with an agent web index

Keenable raised $26 million led by Accel to build web-scale search infrastructure for AI agents, with a claimed index of more than 100 billion documents.

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Four developer-tool modules connecting into a central customization tray

GitHub Copilot app Customize tab becomes generally available

GitHub made the Copilot app Customize tab generally available, bringing MCP servers, plugins, skills, and canvases into one extension surface.

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A clean admin control hub with access keys, usage dials, and member tiles

OpenAI introduces Admin plugin for ChatGPT Work and Codex

OpenAI's Admin plugin lets workspace admins inspect usage, manage members, review permissions, and take supported actions from ChatGPT Work and Codex.

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Three granite-textured model blocks connected to tool ports on an engineering workbench

IBM releases Granite 4.2 open reasoning models for agents

IBM's Granite 4.2 family adds reasoning, tool use, agentic reinforcement learning, quantized variants, and Apache 2.0 weights for enterprise deployment.

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A custom accelerator module under an energy gauge with separate latency and throughput light paths

OpenAI publishes first Jalapeno inference chip results

OpenAI says Jalapeno, its first custom inference chip, delivered higher work per watt and lower latency in public-model tests and is planned for deployment by year-end.

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A public model hub sorting many model packages into a few high-traffic infrastructure lanes

Hugging Face says open-model adoption is not attention

Hugging Face's summer 2026 open-model report says model repositories grew quickly, while actual downloads concentrated in a small infrastructure layer.

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A persistent agent system navigating an abstract benchmark maze with memory markers and supervisor guidance

NVIDIA AVO reaches 100% on ARC-AGI-3 public set

NVIDIA says its AVO agent architecture completed all 183 public ARC-AGI-3 levels, showing how persistent memory and supervision change agent benchmarks.

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A secure professional research library with legal and tax materials surrounding a compact model core

Thomson Reuters launches Thomson for legal and tax AI

Thomson Reuters launched Thomson, a proprietary model trained from an open-source foundation and professional content for legal and tax work.

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OpenAI disrupts Russia-origin AI influence campaign

OpenAI says it banned Russia-origin accounts that used AI to promote a fake Israel-based think tank and a sovereignty index praising Russia.

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A server aisle with token streams splitting between fast decode lanes and long-context memory lanes

NVIDIA extends Vera Rubin with Groq 3 LPX for agentic inference

NVIDIA says Groq 3 LPX is in full production as a Vera Rubin decode accelerator, shifting agent infrastructure toward rack-scale token generation economics.

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An evaluation table is inspected with provenance tags, audit trails, cost markers, and a warning flag for leaderboard claims

MLCommons publishes a trust test for AI benchmarks

MLCommons says enterprise AI buyers should test benchmark claims for decision fit, data provenance, reproducibility, missing metrics, and gaming risk.

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An enterprise admin console connects approved plugins, MCP servers, telemetry, and IDE agent permissions into one controlled developer workspace

GitHub brings managed Copilot settings to JetBrains

GitHub Copilot for JetBrains now supports enterprise-managed controls for plugins, MCP servers, telemetry routing, and agent permission modes.

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