Research · everything Intel keeps

Everything Intel keeps, in one place — every brief we run, every department, readers' own, and every finding behind them. Browse below, or see the same body of work as a connected graph on the live map.

The lead

Oct 17, 2026

AI-Assisted Software DevelopmentGitHubnotableOct 15, 2026

GitHub Copilot will drop Claude Opus 4.8, Claude Opus 5 and GPT-5.6 Terra on 16 November

GitHub said on 15 October 2026 that it will deprecate Claude Opus 4.8, Claude Opus 5 and GPT-5.6 Terra across all GitHub Copilot experiences, including Chat, inline edits, ask and agent modes and code completions, on 16 November 2026.

What it means for your work

Workflows and integrations pinned to these models need to move before 16 November. Organisations that turned off default model enablement have to enable the replacements themselves.

△ vendor-claimed · github.blog · added todayRead it at github.blog

What today means

Our read on the items that move something. The reporting is everyone's; this part is ours.

This is real production routing data, not a benchmark. Teams are switching labs often and sending most volume to cheaper open models, while frontier models keep a large share of spend.Open-weight models now carry 71.5% of Vercel AI Gateway tokens and 23% of spendThe AI Product & Business Strategy beat · Vercel
Revenue per compute dollar and margins are the numbers investors will use to judge whether frontier-model economics hold up. These are anonymously sourced figures given to investors, not audited results.Anthropic told investors quarterly revenue rose nearly 50% to $16.8bn, the FT reportsThe AI Product & Business Strategy beat · Simon Willison (citing the Financial Times)
Coding platforms are among the largest model buyers. A public switch on cost grounds shows pricing pressure on frontier labs.Replit is no longer working with Anthropic, its CEO saysThe AI-Assisted Software Development beat · TechCrunch

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Everything Intel has read, newest first. Each title opens at its original publisher.

Market & Business
Replit is no longer working with Anthropic, its CEO says
Coding platforms are among the largest model buyers. A public switch on cost grounds shows pricing pressure on frontier labs.
TechCrunch2026-10-16
Market & Business
Modal Labs raises $750M at a $15.75B valuation after passing a $1B revenue run rate
Investors are still putting large rounds into inference infrastructure, and a $1B run rate suggests serverless GPU platforms are now a significant business.
Crunchbase News2026-10-16
Market & Business
UK regulator proposes designating Microsoft with strategic market status over its business software
A strategic market status designation would let the regulator set conduct requirements on how Microsoft bundles and licenses business software, which shapes the options for teams buying office and cloud tools.
UK Competition and Markets Authority2026-10-16
Market & Business
Anthropic told investors quarterly revenue rose nearly 50% to $16.8bn, the FT reports
Revenue per compute dollar and margins are the numbers investors will use to judge whether frontier-model economics hold up. These are anonymously sourced figures given to investors, not audited results.
Simon Willison (citing the Financial Times)2026-10-15
Market & Business
Stryker invests about $400M in CMR Surgical, with an option to buy the rest
A major device maker taking a route to own a surgical-robot platform raises the competitive stakes in robotic surgery, especially in the US.
The Robot Report2026-10-15
Market & Business
US nonresidential construction input costs rose 11.9% in a year, the most in four years
Rising input costs and steel lead times squeeze contractor margins and schedules, including on the data-center builds that are keeping demand up.
Associated General Contractors of America2026-10-15
Market & Business
ByteDance is reportedly close to buying custom data-centre AI chips from MediaTek
Export limits are pushing large Chinese AI buyers toward custom chips, which spreads AI accelerator demand beyond NVIDIA.
TechNode2026-10-15
Market & Business
NIH proposes creating an Office of the Chief Artificial Intelligence Officer
A dedicated AI office at the largest US biomedical funder is likely to become the place that sets AI policy for NIH-funded research.
Federal Register (National Institutes of Health)2026-10-14
Market & Business
NVIDIA commits $250 million of compute over five years to UK research on agent safety and security
Safety research has been short of frontier-scale compute. A named, multi-year allocation shifts what UK academic groups can test on agents.
NVIDIA2026-10-14
Market & Business
YouTube Music starts labelling AI-generated songs, and Deezer will let listeners filter them out
Creators using AI in composition or vocals will now be labelled, and on Deezer may be filtered out, so disclosure affects reach.
TechCrunch2026-10-14
Market & Business
GAO: the Pentagon's responsible-AI council went dormant for most of a year, leaving components without support
Responsible-AI programmes depend on a standing coordination body. GAO shows what happens to implementation when that body stops meeting.
US Government Accountability Office2026-10-14
Market & Business
Construction 3D-printing firm Icon raises $200M to manufacture its new Titan printer
Money going into building the printers themselves suggests construction printing is moving from one-off projects toward a product contractors can buy.
Construction Dive2026-10-14
Market & Business
38 companies became unicorns in September, and Cognition's valuation nearly doubled to $48B
Private valuations for AI coding and AI infrastructure are still climbing fast, which shapes the pricing and staying power of the tools teams pick.
Crunchbase News2026-10-14
Market & Business
Meta, OpenAI, Google, Microsoft and others join a law-enforcement crackdown on West African scam networks
AI and platform companies working with police across borders sets a template for how scams carried on their services get tackled.
Meta2026-10-13
Market & Business
IDC lifts its 2029 forecast for Open Compute hardware spending 2.7 times, to about $800 billion
Open, standardised rack hardware is becoming the default for AI build-outs. Note that the forecast was paid for by the body that benefits from it.
Open Compute Project2026-10-13
Market & Business
AI labs are buying the code and workspace data of shut-down startups to train models
Workspace archives contain other people's messages and documents. Anyone whose data sits in a startup's tools now has a stake in what happens to it at shutdown.
MIT Technology Review2026-10-13
Market & Business
Promise Robotics signs D.R. Horton to a multi-year deal to factory-build parts for 1,250+ homes
Factory-built components sold as a service let a homebuilder use robotics without owning the factory, which makes adoption much easier.
The Robot Report2026-10-13
Market & Business
Hexagon agrees to buy geotechnical software maker Rocscience for $535M
Models that are continuously recalibrated from live site sensors are the practical form of a digital twin for infrastructure and mining.
AEC Magazine2026-10-11
Market & Business
Texas has frozen new data-centre permits after ERCOT's queue grew to 474 GW, a16z writes
Power hookups, not chips, are becoming the gating step for new AI capacity, and Texas had been one of the easiest places to get one.
a16z2026-10-07
Market & Business
Einride and EASE Logistics run driverless electric trucks in daily freight in Ohio
Daily routine runs, not pilots, are the step that turns autonomous freight into an operating cost line.
Robotics & Automation News2026-10-07
Market & Business
Buildcheck raises $12M for vision AI that reviews construction drawings from plain PDFs
Drawing review that works from the PDFs contractors already have avoids the BIM-data prerequisite that has slowed most construction AI.
AEC Magazine2026-10-07
Market & Business
AI cloud Lambda is raising up to $4B at a $14.5B valuation ahead of a 2027 IPO
GPU clouds raising IPO-sized private rounds shows investors still expect demand for rented compute to outrun supply into 2027.
TechCrunch2026-10-06
Market & Business
GAO: federal agencies need to prepare now for quantum computers that could break their encryption
Data stolen today can be decrypted later, so the migration to post-quantum cryptography is a present-day task for anyone holding long-lived sensitive data.
US Government Accountability Office2026-10-06
Market & Business
Boston Dynamics names former Amazon AGI chief Rohit Prasad as CEO
An AI-model leader running the best-known robot maker, days after Atlas got a hand designed for mass production, points to the AI software becoming the main focus there.
The Robot Report2026-10-06