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Can open models carry readable silent signals before they speak? Reproducing J-Lens Readouts on Kimi

Fireworks

Do AI models actually reason before they speak? We applied Anthropic’s J-Lens probe to open-weights models like Kimi K3 and Qwen 3.5-9B to see if their internal states give away their 'plans' before the final output appears.

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BlogsDeepSeek V4 Pro: Validating Frontier Models for ProductionFireworks BlogsKimi K3 is competitive with Fable; Kimi K3 + Fable is SoTA.Fireworks BlogsIntroducing Fireworks on Microsoft Foundry: Bringing Best-in-Class Open Model inference to AzureFireworks BlogsFireworks Nexus: Drop-in Open Frontier Intelligence for Teams with BudgetsFireworks BlogsYour AI Performance Stack is Fireworks Models with Voyage AI embeddingsFireworks BlogsFrontier AI at a fraction of the cost: open-source worker agents with a closed-source advisor.Fireworks ResearchTowards measuring the representation of subjective global opinions in language modelsAnthropic BlogsInspektor Gadget: Results from the first security auditCncf NewsCNCF Backstage Documentary Highlights Project Evolution from Development to Global Open SourceCncf BlogsExploring AI, observability and community at OSS Summit Korea 2025Cncf BlogsNetwork boundary for AI agents using NGINX and OpenTelemetryCncf BlogsConversing with Large Language Models using DaprCncf BlogsSelf-hosted human and machine identities in Keycloak 26.4Cncf Blogs10 Proven Ways to Get Clients in Real Estate TodayHeygen ResourcesTroubleshooting Sign in with VercelVercel LearnRemote Components IntroVercel BlogsNew Loom integration for Deploy Previews: Record screen and video feedback about web projectsNetlify BlogsPromoting Open Source with Netlify Snippet InjectionNetlify BlogsWhat’s Angular in the Jamstack? It Sounds Delicious!Netlify Products & ServicesHow GitBook supported open source in 2025Gitbook