Fetching from the wire…
Policy2026-07-26 · source-backed
Karim Jedda's essay hit 144 points with a deliberately narrow claim: the cost of producing plausible code has collapsed and won't return, but claimed speedups remain unproven and concentrated in greenfield and boilerplate rather than deep system changes (karimjedda.com). Consequences he draws: velocity and PR-count metrics become actively misleading, machine-checkable verification accelerates while semantic verification stays human-bound and slow, and investing in machine-checkable correctness specs becomes the highest-leverage infrastructure work because it caps how much acceleration an org can capture. He flags junior-engineer training as unsolved with a 3-5 year lag, since the small bugs and boilerplate that built judgment are exactly what agents now absorb. That last one keeps me up.
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MIT, WashU, and UCLA researchers model the economic transition through two racing cost curves: "Cost to Automate" vs "Cost to Verify." Their central finding: "human verification bandwidth" becomes the binding economic constraint, not intelligence itself. For builders: the pape...
MiniMax released M2.5 open-weight — a 230B/10B-active MoE model scoring 80.2% on SWE-bench Verified versus Opus 4.6's 80.8%. At $0.15 per task versus $3.00, it delivers near-identical coding quality at one-twentieth the price. MiniMax reports 80% of internal code submissions a...
Scott Spence published a technique that dramatically improves Claude Code skill activation. Create a hook that fires on every prompt with a three-step mandate: EVALUATE (for each skill, state YES/NO with reason), ACTIVATE (use Skill() tool NOW), IMPLEMENT (only after activatio...
- Source: VentureBeat, OpenHands - Date: 2026-02-12 Chinese lab MiniMax launched M2.5, calling it "the first production-level model designed natively for Agent scenarios," claiming to match Claude Sonnet at 1/20th cost. They say 30% of internal tasks and 80% of new code commit...
Canva reported Q2 2026 revenue of $921.9M, up 25.2%. Then it cut full-year growth guidance from 30% to 20%. CEO Melanie Perkins attributed the cut to routing too much AI traffic through expensive third-party frontier models while Canva's own models weren't ready. The expected...
Three signals in ten days: Amp published "Who Cares About the Model?" on July 29 describing swapping its default model overnight with no user complaints; Cursor Router now analyzes each request and picks a model under Intelligence, Balance, or Cost objectives; and GitHub retir...
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