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

Sep 2, 2026

Learning & Training DesignChalkbeat New YorkmajorSep 2, 2026

New York City is set to bar student-facing AI tools through eighth grade

Chalkbeat, citing Education Department documents and four people briefed on the plans, reports that the largest school system in the country will bar generative AI — chatbots and AI tutors — for students from pre-K through eighth grade.

What it means for your work

Anyone building or selling a learning product now has to say which side of a grade-level line it sits on, and the biggest district in the country just drew one.

✓ verified · chalkbeat.org · added todayRead it at chalkbeat.org

What today means

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

If your merge rule counts approvals, this is the first setting under which a machine can satisfy it — worth deciding on purpose rather than finding out during a release.GitHub Copilot can now approve a pull request, if an admin switches it onThe AI-Assisted Software Development beat · GitHub
The last mile of a pull request — rerunning checks, clearing conflicts, answering review notes — is the part that actually eats an afternoon.VS Code 1.136 adds an agent that works a pull request until it is ready to mergeThe AI-Assisted Software Development beat · Visual Studio Code
Third Flash release in six weeks at the same rate card — the cheap tier is where most production traffic actually runs, and working harder per task is a cost change even when the price is not.Google's Gemini 3.8 Flash holds the old price and adds a cybersecurity-only siblingThe AI-Assisted Software Development beat · Google DeepMind

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

MCP & Interop✓ verified
OpenAI wires WebMCP into ChatGPT’s browser - a site can hand an agent tools instead of a layout
When agents arrive through declared tools rather than the page, what your site exposes - and what it refuses - becomes a product decision rather than a search one.
OpenAI2026-08-25
MCP & Interop
The reference servers for Model Context Protocol now refuse the 2.x Python library
If your requirement is loose, a fresh install now pulls the 2.x library and the reference servers will not start on it. Pin explicitly before the next deploy.
Model Context Protocol2026-08-18
MCP & Interop✓ verified
Agent Plugins 1.0 goes generally available across every Copilot surface, with Google as a core maintainer
Six days from spec publication to GA across every Copilot surface, with the two largest rival vendors co-maintaining, is the point at which packaging skills and MCP servers separately per client stops being worth the effort.
GitHub2026-08-12
MCP & Interop
n8n makes 70 MCP servers a one-click OAuth connection — and says when not to use them
The integration tax on agent workflows keeps falling, but the useful half here is the decision rule — most teams reach for an MCP server where a fixed tool would be cheaper and more predictable.
n8n2026-08-10
MCP & Interop
Vercel ships Agent Plugins 1.0.0 — one package format for agent skills and MCP servers
Packaging skills and tool servers as one installable unit is a step toward an npm-like ecosystem for agent capabilities.
Vercel2026-08-06
MCP & Interop
GitHub lets enterprises centrally allow or block which MCP servers Copilot can run
The first mainstream answer to 'which MCP servers is my organisation actually allowed to run' — worth wiring before agent tooling spreads further.
GitHub2026-08-06
MCP & Interop
Agent Plugins 1.0.0 proposes one vendor-neutral format for packaging agent skills and MCP servers
If you maintain internal agent tooling, this is the first credible attempt at one packaging format that works across the major coding clients instead of one per client.
Vercel2026-08-06
MCP & Interop✓ verified
Adobe puts 70+ tools behind one ChatGPT plugin and lets the protocol pick the app
This is the protocol doing the thing it was designed for at consumer scale — the app-selection step disappears, which is exactly the surface a competing creative tool now has to win at.
Adobe2026-08-06
MCP & Interop
A worked walkthrough of wiring your own tool server into both Claude and ChatGPT web chat
If you have wanted your own data in front of a chat assistant without building an app, this is the current shortest real path, written down by someone who did it.
Simon Willison2026-07-29
MCP & Interop
A tool-gateway startup is suing the enterprise customer that evaluated it and then built its own
The connection layer between models and business data is thin enough to rebuild, which makes a deep enterprise trial a real commercial risk for anyone selling one.
TechCrunch2026-07-28
MCP & Interop✓ verified
The stateless MCP spec is now the current protocol — every request carries its own version
Anything hosting or consuming a remote tool server can version per request and drop sticky sessions — but a handshake-era client needs the compatibility path, not a version bump.
Model Context Protocol2026-07-28
MCP & Interop
GitHub's MCP server adopts the stateless protocol spec ahead of the July 28 cutover
Teams running MCP servers or clients should check their stack against the stateless spec before the ecosystem finishes the cutover.
GitHub2026-07-23
MCP & Interop
Vercel's MCP server can now spend real money — with a quote-then-confirm safety pattern
Agents spending real money is arriving as a product feature, not a research demo — the quote-then-explicit-confirm-then-charge pattern here is the reference design to study before building any money-touching agent tool.
Vercel2026-07-21
MCP & Interop
MCP is going stateless — simpler sessions for the protocol behind agent tooling
Anyone deploying MCP servers behind load balancers gets materially simpler operations — worth factoring into deployment architecture before the spec update lands.
TechCrunch2026-07-20
MCP & Interop✓ verified
Vint Cerf is working on DNSid — verifiable identities for AI agents, built on the domain-name system
As agents start transacting across company boundaries, 'which agent is this and who answers for it' becomes infrastructure — this is one of the first serious open proposals for that layer.
TechCrunch2026-07-15
MCP & Interop✓ verified
MCP goes stateless + 2026-07-28 spec release candidate
The substrate Intel's own agent-facing MCP layer will sit on. Stateless + Apps + Tasks materially simplify hosting a daily-accumulating, agent-queryable KB.
MCP project2026-05-28
MCP & Interop✓ verified
NSA issues formal security guidance for Model Context Protocol deployments
The first government-issued checklist specifically for MCP deployments — worth a direct read before your next MCP server goes into production, not just a headline.
National Security Agency (AI Security Center)2026-05-20
MCP & Interop✓ verified
MCP's own 2026 roadmap shows where the protocol still has rough edges
MCP's own roadmap is the clearest signal of where the interoperability protocol still has rough edges — teams evaluating it for production should track SSO and audit-trail readiness before betting deployment plans on it.
MCP project2026-03-09
MCP & Interop✓ verified
24,008 secrets found in public MCP config files — 2,117 of them still live
The convenience of pasting a key into an MCP config is exactly how it leaks — keep secrets out of tool configs, and read a tool's description as untrusted input, not just documentation.
GitGuardian2026-03-01
MCP & Interop✓ verified
MCP now spoken natively by every major host; 500+ public servers
Confirms MCP as the durable interop bet for Intel's agent-facing side — "serve our KB over MCP" reaches every major client without per-client integration.
Knit2026-02-01