Research

566 findings · 10 beats
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.

  1. 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

  2. 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)

  3. 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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All coverage

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

  1. 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.

    Creative Bloq2026-09-30
  2. MCP & Interop

    Zapier became a named connector inside Meta's Muse agent

    Consumer-scale agents are picking up enterprise app reach through MCP, with per-action approval as the control.

    Zapier2026-09-29
  3. 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
  4. 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
  5. 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
  6. 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
  7. 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
  8. 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
  9. 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
  10. 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
  11. 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
  12. 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
  13. 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
  14. 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
  15. 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
  16. 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
  17. 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
  18. 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
  19. 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
  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
  21. 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
  22. 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