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.
- Dev Tooling & Infra
Simon Willison: agents mean every pay-per-use service needs default hard budget caps
If your agents can call paid APIs or provision cloud resources, check whether those services enforce hard spending limits or only send alerts.
- Open Source & Self-Hostable
NVIDIA adds a 64GB DGX Spark as the 128GB model's price jumps to $6,950
Local-inference hardware just got a cheaper entry point and a more expensive top tier, so anyone budgeting for desk-side AI boxes should re-price now.
- Research
Runway introduces Praxis-1, an open-weight world action model for robots
If video-pretrained policies scale as claimed, the robot-data bottleneck eases, and open weights let labs test that claim themselves.
- Market & Business
Personal-agent startup Instinct raises $1B at a $10B valuation
Investors are paying frontier-lab prices for consumer personal-agent products, so OpenAI's and Meta's agent launches now face well-funded rivals.
- Agent Frameworks & Orchestration
Microsoft Agent Framework 1.20 for Python adds Foundry workflow hosting and new vector-store connectors
Teams already on SQL Server or DuckDB can now use them as the agent's vector store, with no separate vector database.
- Market & Business
IDC: humanoid robot shipments neared 25,000 in the first half of 2026, with Agibot shipping about 35%
This is the first hard volume number for humanoids this year. It shows a market measured in tens of thousands of units, with one Chinese maker holding a third of it.
- Agent Frameworks & Orchestration
Google's ADK 2.11 adds graceful cancellation and human approval for workflow tool calls
Being able to stop a run cleanly and requiring approval before a tool call are two controls production agent workflows usually have to build themselves.
- Dev Tooling & Infra
GitHub Copilot retires Claude Opus 4.7, two Gemini Flash models and Kimi K2.7 Code
Workflows and policies pinned to the retired models need updating now; the replacements also show which model generations are current.
- Dev Tooling & Infra
GitHub opens Copilot code review to its REST and GraphQL APIs and makes Balanced the default effort
Copilot reviews can now be started from your own CI scripts and internal tools, and teams that never touched the effort setting may see deeper reviews and different usage.
- Market & Business
Formas.AI launches Cartesian, an agentic 3D modeller that turns AI concepts into editable geometry
The gap in AI design tools has been going from a convincing image to a buildable model; this tool targets that gap directly.
- Dev Tooling & Infra
Apple is tightening macOS Full Disk Access because of the risk from AI agents
Desktop and coding agents that rely on Full Disk Access on macOS should expect new permission controls and plan for narrower file access.
- Market & Business
Agibot and Chimelong deploy more than 300 robots across a theme park
A 300-robot deployment in guest-facing roles is a rare test of multi-robot coordination at scale outside factories and warehouses.
- Market & Business
A3 completes the R15.08 safety standard for industrial mobile robots
Operators of AMR and mobile-manipulator fleets now have a complete US standard to audit their deployments against.
- Market & Business
US construction spending rose in August as data-center projects kept growing
AI infrastructure is now holding up US construction activity while other sectors contract, a concentration risk for contractors.
- Dev Tooling & Infra
Microsoft AI's voice and transcription models arrive on Vercel AI Gateway
Microsoft's in-house voice models are now reachable through a multi-provider gateway, which makes them easy to test against other speech and transcription options.
- Dev Tooling & Infra
GitHub Copilot can now operate desktop apps with computer use
Agents that drive desktop apps can reach legacy tools with no API, but they also widen what a hijacked agent can touch, so check the organisation-level off switch.
- Market & Business
Boston Dynamics unveils a four-finger, production-ready hand for Atlas
A hand designed for manufacturing and simulation rather than human likeness suggests Atlas is being readied for production work, not demos.
- Market & Business
Boston Dynamics gives Atlas a four-finger, 13-joint hand built for mass production
A leading humanoid maker is choosing a rugged, cheap hand over a humanlike one, which suggests what will actually ship in volume.
- Market & Business
ANYbotics launched Shift to run multi-robot inspection missions and turn findings into work orders
Inspection robots now come with the fleet and maintenance-system plumbing they need to replace manual rounds rather than just add a demo.
- Market & Business
Pony.ai and Verne began fully driverless robotaxi rides with passengers in Zagreb
Driverless passenger service has reached a European public road, which brings EU type-approval and liability questions forward.
- Frontier Models
OpenAI says it disrupted a coordinated campaign to distil its models' protected reasoning
If you serve or consume frontier models over an API, distillation defences can change what reasoning output the provider exposes.
- Research
OpenAI's research chief defends its safety record two months after its agents hacked Hugging Face
An 84-day disclosure gap for a breach of a national system is the detail that will shape incident-reporting rules for AI labs.
- MCP & Interop
Maxon added an MCP server to Cinema 4D so Claude or ChatGPT can drive it
MCP is reaching professional creative tools, which keeps the scene local and the artist in control of each change.
- Open Source & Self-Hostable
Moonshot's Kimi K3 enters OpenAI's enterprise Codex channel and billing
Enterprises can use a leading Chinese open model inside an existing OpenAI contract without a new supplier agreement, which changes vendor-risk reviews.