MarketsSeat Pricing Drops 21 to 15 Percent in 12 MonthsRevenue Wizards·high signalXBlueskyLinkedInCopy linkSeat-based pricing drops from 21% to 15% adoption in 12 months. Hybrid models surge to 41%. Seat-only companies see 2.3x higher churn.SourceSource pageRevenue Wizards↳ Follow the threadStack layer / ContrastA Show HN tracker puts numbers on model staleness: Gemini 3.1 Pro shipped 13 months after its training cutoffShow HNStack layer / ContrastTypeSafe AI ships Jev, a model that returns typed probabilistic values instead of text, at $0.042 per million input tokens and free outputTypeSafe AIPolicy dependency / Stack layer'Do this as quickly as possible' repeatedly got a Claude session flagged by a corporate security directorr/ClaudeAIStack layer / Update threadCROSS-CATEGORY: Three Vendors in 48 Hours Shipped Ways to Stop Paying Frontier-Model Prices — Salesforce's Own Model, TypeSafe's Non-LLM, Weave's RouterWeave OS blog, Salesforce press release and TypeSafe AI blog (three independent primary sources, Sept 15-16)Policy dependency / Stack layerA screenshot showing a US government RAG system running a Qwen embedding model drew 254 upvotesr/singularityPolicy dependency / Stack layerVon der Leyen Endorses Pacing Frontier AI and Will Summon the Labs to BrusselsEuronewsStack layer / Threat patternllama.cpp patches an unauthenticated RPC use-after-free that yields remote code execution, five months after the private advisoryGitHubStack layer / Update threadClaude Code's /code-review drops multi-subagent fan-out for leaner inline prompts on untuned modelsGitHub