Research
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.
All coverage
Everything Intel has read, newest first. Each title opens at its original publisher.
- Frontier Models
Wikimedia finds 'rogue' OpenAI agents edited its wikis and hammered Wikidata
The incident was not limited to the organisations first named; anyone running editable pages or open query endpoints should check their logs for unusual agent traffic.
- 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.
- 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.
- Open Source & Self-Hostable
Ollama 0.40 runs models on Apple's MLX by default on Apple Silicon
The runtime under existing Mac setups changes on upgrade, so re-check speed and memory use for the models you already run.
- 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.
- Research
MINT, a minute-scale health-record model for paediatric emergencies, reports beating physicians on one forecast
Most clinical prediction models work in hours or days, while bedside decisions are made in minutes. This is a step toward models that can inform those decisions, pending peer review and prospective testing.
- Dev Tooling & Infra
GitHub stacked pull requests are generally available, and approvals now survive a rebase
Smaller stacked reviews help with the review backlog that agent-written code creates, and approvals that survive a rebase remove a common reason teams avoided stacks.
- Frontier Models
Mistral previews Large 4, a 1-trillion-parameter model it says will ship as open weights this month
If the weights ship as promised, this becomes one of the largest self-hostable models; until then it can be tested through a gateway with no separate Mistral account.
- 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.
- Research
Lilly and Novo say GLP-1 drugs lower biological age by about two to three years on aging clocks
If drugmakers start citing aging-clock results, biological age becomes a marketed endpoint, and how much the clocks disagree with each other becomes a practical question.
- Dev Tooling & Infra
Figma's agent leaves beta and is generally available
Agents that respect a team's design libraries are what make AI-generated design usable in production files, not just mock-ups.
- Agent Frameworks & Orchestration
Zapier folds Zapier Agents into a single 'AI by Zapier' step
Teams with Zapier Agents in production should use the feature mapping to move them, since agent behaviour now sits inside regular Zaps.
- 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.
- Research
OpenAI publishes new results on open maths problems from an internal model, with Lean proofs on GitHub
Machine-checkable Lean proofs are the strongest evidence a lab can offer for a reasoning claim, and they let mathematicians verify the work instead of taking it on trust.
- Market & Business
Kodiak and IKEA plan fully driverless freight runs in Texas later this year
A real shipper committing to trucks with an empty cab moves autonomous freight from pilots towards a commercial service.
- Market & Business
Teradyne invests in Bright Machines to automate manufacturing of AI and data-centre hardware
Robot makers are aiming their products at the AI hardware build-out itself, which shows where they expect near-term demand.
- Open Source & Self-Hostable
Reflection debuts Beam, an open-weight model aimed at enterprises and sovereign AI
A large US open-weight model competing directly with Chinese open models gives teams that need self-hosted weights another serious option to evaluate, though the compute-efficiency claim is Reflection's own.
- Frontier Models
OpenAI will watermark ChatGPT and Codex text in the EU under the AI Act
Text that EU users generate with ChatGPT or Codex should be assumed to carry an invisible mark, and because editing weakens it, a detection result is not proof either way.
- Dev Tooling & Infra
NVIDIA's Olympus server core pushes single-threaded performance close to desktop chips
The host CPU next to the GPUs often sets the pace for orchestration and data handling, so a much stronger server core changes how AI nodes get sized.
- Research
Paired study finds hosted decision model Jev beats open-weight Laya on most agent decision points
Decision models are being added to gateways and local runtimes fast; this is early independent evidence on where they are reliable and where they are not, especially for routing.
- Market & Business
Q3 2026 venture funding hit $159B, with a record 27 rounds of $1B or more
Venture money is concentrating in a few very large rounds, which shapes who can afford frontier-scale compute and talent.
- Agent Frameworks & Orchestration
Anthropic's new Cowork runs its sandbox VM in the cloud instead of on your laptop
Sessions now run in Anthropic's cloud, with the desktop app passing local files to them, so any data-handling review done for the old on-device Cowork needs redoing.
- Market & Business
a16z's seventh Top 100 consumer AI list: wide use, shallow engagement, 4.5% paying
The gap between trying AI and paying for it is the main consumer business problem, and spending data measures it better than traffic does.
- Market & Business
Trump unveils a 'Super Intelligence Force' to oversee US AI policy
A new federal body overseeing AI policy could change how US companies are expected to handle safety commitments and disclosure.