On April 16, 2026, Anthropic shipped Claude Opus 4.7 with a 1M token context window at standard API pricing, a 128k max output, and a new “xhigh” effort level tuned for coding and agentic work. In the same announcement, Anthropic said on record that 4.7 is “less risky than Mythos,” and that Mythos stays gated to roughly 50 enterprise partners under Project Glasswing. So the flagship you can buy is, by Anthropic's own words, their second best.
Radical honesty, or the sharpest upsell in enterprise AI since cloud credits?
That's the cold open. From there, Oscar and Matt spend 45 minutes doing what this show does: filtering the week's AI noise, breaking down the concepts decision-makers actually need, and closing with two hot takes you won't hear anywhere else.
The week’s AI headlines, filtered.
- SIGNALClaude Opus 4.7
1M context at standard pricing is the real story. A meaningful win for long-horizon agent workloads. And Anthropic just taught every enterprise buyer to ask, “what's the gated tier.”
- SIGNALOpenAI's updated Agents SDK
Sandboxed agents as a primitive. Python first, TypeScript later. Good news for builders, and great news for OpenAI's runtime.
- SIGNALAI on the desktop
Google's native Gemini macOS app plus Perplexity's Personal Computer. The OS is replacing the browser as the AI UX primitive.
- SIGNALStanford's 2026 AI Index
Only 10% of Americans are more excited than concerned about AI, versus 56% of experts. Your consumer product has a trust problem, not a capability problem.
- NOISEAllbirds pivots to AI
A struggling sneaker company rebrands as NewBird AI, sells the footwear business, drops its environmental charter, and the stock jumps 582%. The “pivot to AI” is the new “pivot to crypto.” Price your term sheets accordingly.
Three concepts decision-makers need to call this quarter.
Prompt engineering is writing a good email. Context engineering is designing the whole office the recipient works in. When every company can access the same foundation models, the wiring is the moat.
What an agent actually is, and why Gartner says 40% of enterprise agentic AI projects will be canceled by the end of 2027 because of cost, unclear value, and weak risk controls.
The top AI labs now ship a public tier and a gated tier. The best model is probably one you cannot buy. How to build strategy around that reality.
Two opinions, no disclaimers.
Oscar“Context engineering isn't a new skill. It's ‘write good internal documentation’ rebranded so consultants can charge for it. The companies winning in 2026 had clean internal data in 2022.”
Matt“Every executive asking ‘what's our agentic AI strategy’ in April 2026 is two years from being replaced by one who already shipped something.”
- Anthropic — What's new in Claude Opus 4.7
- CNBC — Opus 4.7 less risky than Mythos
- Axios — Anthropic concedes Opus 4.7 trails Mythos
- OpenAI — The next evolution of the Agents SDK
- Google — Gemini for Mac
- IEEE Spectrum — Stanford's 2026 AI Index
- Gartner — 40% of agentic AI projects canceled by 2027
- CBS News — Allbirds ditches footwear and pivots to AI
- Fortune — Allbirds' desperate AI pivot and 600% stock surge