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AI

A testing gauge compares a clean tool path with a longer tangled debugging path

Hugging Face measures whether tools are agent-friendly

An AI model core links a blank document stack to a governed data-agent platform

xAI puts Grok into Word and Databricks Agent Bricks

An AI server rack connects to a warm closed-loop liquid cooling system and dry cooler

NVIDIA says 45 C liquid cooling can reshape AI factory design

A translucent coordinator core routes tasks to several distinct expert model nodes

Sakana Fugu turns model orchestration into one API

Sakana AI is positioning Fugu as a single API that dynamically coordinates expert models for coding, reasoning, and other complex multi-step tasks.

The AI Feed Desk

By The AI Feed Desk

A secure enterprise AI hub links a semiconductor wafer, document stack, and abstract software workflow

OpenAI brings ChatGPT and Codex to Samsung Electronics employees

OpenAI says Samsung Electronics is deploying ChatGPT Enterprise and Codex to all employees in Korea and all Device eXperience employees worldwide.

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Optical data-center components sit beside a refined metal sample, shipping documents, and a global supply-chain route map

Indium scrutiny puts AI data-center optics in the supply-chain frame

Reuters reports that buyers are seeing tighter Chinese scrutiny around indium exports, raising attention on a niche material used in high-speed optical chips for AI data centers.

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By The AI Feed Desk

A developer operations dashboard connects Copilot activity, AI credit counters, and team-level usage reports

GitHub adds AI credit usage to Copilot admin metrics

GitHub's Copilot usage metrics API now reports per-user AI credits consumed, giving enterprise and organization admins another signal for adoption and budget planning.

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By The AI Feed Desk

An enterprise AI admin console with credit usage gauges, team budget controls, and ChatGPT and Codex activity streams

OpenAI puts ChatGPT Enterprise spend into the admin console

OpenAI is adding credit usage analytics and updated spend controls for ChatGPT Enterprise, including ChatGPT and Codex usage by user, product, and model.

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By The AI Feed Desk

A research agent routes private document fragments into public search queries while privacy filters monitor the outgoing trail

MosaicLeaks makes research-agent privacy a query-log problem

ServiceNow researchers introduce MosaicLeaks, a benchmark showing how deep research agents can leak private enterprise facts through ordinary-looking web queries.

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By The AI Feed Desk

A coding benchmark workbench with agent paths, repository blocks, cost meters, and verification checkmarks

DeepSWE makes coding-agent rankings a cost question

DeepSWE's June 20 leaderboard update separates frontier coding agents by pass rate, cost, output tokens, and agent steps across long-horizon software tasks.

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By The AI Feed Desk

Three abstract model blocks run through benchmark lanes on a smartphone circuit board with mobile chips around the device

MLPerf Mobile v6.0 gives on-device LLMs a real test surface

MLCommons added standardized Android LLM tests to MLPerf Mobile v6.0, including Llama 3.2 1B, Llama 3.2 3B, and Llama 3.1 8B Instruct workloads.

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Abstract stock certificates move from corporate towers into a public fund vault beside civic scales and AI chip imagery

Sanders turns AI wealth-sharing into a public-ownership bill

Sen. Bernie Sanders is proposing a one-time stock tax on major AI companies to create a public sovereign wealth fund with direct equity stakes.

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By The AI Feed Desk

A secure data center control plane with server racks, agent nodes, lock symbols, and rollback controls shown as abstract infrastructure

NVIDIA and HPE package agent infrastructure as a private-cloud control plane

HPE AI Factory with NVIDIA is adding Vera CPU, NVIDIA Agent Toolkit, confidential computing, local agent registration, and rollback controls.

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By The AI Feed Desk

A small coding model module routes glowing code paths to laptops, phones, IDE panels, and command-line surfaces

MAI-Code-1-Flash moves across GitHub Copilot before enterprise access

GitHub says Microsoft's small coding model is expanding across Copilot CLI, app, chat, IDE, mobile, and Xcode surfaces before Business and Enterprise rollout.

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An abstract health chat panel surrounded by physician review cards, safety markers, and a stethoscope on a clean desk

GPT-5.5 Instant makes health a default ChatGPT test

OpenAI says GPT-5.5 Instant improves ChatGPT health responses for free users, with physician rubrics, HealthBench evaluations, and production factuality monitoring.

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A clinical genetics lab desk with archived case folders, an abstract DNA strand, and verified case cards moving through a review station

OpenAI's rare-disease study makes old genome cases worth reopening

OpenAI says o3 Deep Research helped experts reanalyze 376 previously unsolved rare-disease cases and establish 18 diagnoses after clinical review.

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By The AI Feed Desk

A calendar with two abstract AI model tiles moving into an archive tray while a separate developer terminal path stays active

OpenAI puts o3 and GPT-4.5 on a ChatGPT sunset clock

OpenAI will retire GPT-4.5 from ChatGPT on June 27 and OpenAI o3 on August 26, with no API change. Teams should audit model-specific workflows now.

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By The AI Feed Desk

Google's official Gemini 3.5 Flash model card

Gemini 3.5 Flash beats last year's Pro on the work builders ship

Google's Gemini 3.5 Flash beats last year's 3.1 Pro on coding and agentic benchmarks at ~40% lower cost, with reasoning and 1M-context limits worth testing.

The AI Feed Desk

By The AI Feed Desk