In long agent loops, reasoning tokens get reused as context on every following turn. Shorter reaso... - 惯性聚合

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Fireworks AI(@FireworksAI_HQ)

Fireworks AI (@FireworksAI_HQ) on X Not another demo or benchmark. @ShoucongChen is a senior member of our technical staff. A real pro... If you're tired of re-explaining the same context to your AI every day, go see what @PromptQL just l... This is what production RL infra looks like. ICYMI: RL training at scale separates into two distinc... Attending @RaiseSummit? Join our CEO @lqiao tomorrow @ 4:00 PM for a fireside chat with @MattEvant... What actually makes an AI application good or not? Thanks to @StackOverflow for hosting @the_bunny_... Today, we're helping kick off AMD AI Developer Hackathon: ACT II. We're giving $50 in Fireworks cr... Don't forget, we'll be in Paris for @RaiseSummit. Will we see you there? Fireworks Batch API: 50% cheaper than serverless. We obviously love things fast, but sometimes asy... If you want frontier-level coding and agent performance but you don't want to pay closed-model price... Frontier open models with enterprise governance means rebuilding workflows from scratch. Move faster... Inference reliability has historically been a tax on devs that only large well-funded startups could... For even higher speeds, reach out for a custom deployment! We’ve hit 446 tok/s on Artificial Analys... We heard your feedback. You want to go faster. Introducing GLM 5.2 Fast The same model and quality... Going to be in Paris for @RaiseSummit? Join us and @nvidia to hear from leaders at both companies ... Model management is the real SDLC scaling bottleneck. @FactoryAI standardized on Fireworks to solv... Read the full case study here: Full case study: https://t.co/BOVDPIURML The big lesson from training @cursor_ai Composer 2: models exploit flaws in their training environme... We hosted the first RSI RL Environments hackathon with @hud_evals @ycombinator and it was a blast! ... RL fine-tuning is now live for @nvidiaai Nemotron 3 on Fireworks, starting with Nemotron 3 Super (Lo... In a joint Fireworks and @Faros_AI evaluation of 211 real engineering tasks, Claude Code + GLM-5.2 b... Open + closed models = better together. Our previous research with @harvey showed the benefits of c... It's way easier to switch models than to switch harnesses, and like many of you we use @cursor_ai e... The hard part of reinforcement learning on a frontier model is the infrastructure that keeps trainin... GLM 5.2 is the open coding model everyone's been talking about. Now you can fine-tune it on Firework... Bring open models to where you're already working. FireConnect brings Fireworks' top models directl... You don't need to be AI Dependent to build State of the Art software. @FactoryAI and Fireworks use... GLM-5.2 has been the most popular new model on Fireworks this past week. @ArtificialAnlys confirms ... Shout out to @jeremyphoward for the analysis. "...at least as good as Opus 4.8 and GPT 5.5." There’s only one way to find out: https://t.co/Y9fxZCNrbD Recently, @BoardroomClub1 and @YossiGarmazi hosted @the_bunny_chen to talk open source, RFT, and why... The Boardroom Club and @YossiGarmazi hosted @the_bunny_chen to talk open source, RFT, and why the in... We're just getting photos back from New York @Techweek_ and we can't get enough of them. Thanks to ... Kimi 2.7 is now fully trainable on Fireworks. Feed your data into Kimi and build a moat that beats ... Benchmarks are just the starting point. The only eval that matters is the one on your codebase, yo... GLM 5.2 is live on Fireworks, day zero. 1M-token context, coding‑first frontier model, independently... You may have seen other platforms announce day-zero support within minutes of weights dropping, but ... This is stepping stone for enabling customers to generate training data from traces and the lean int... You can always choose to make your own frontier. Available now on Fireworks serverless. → Standard tier (pay per token) → Priority tier for critical ... Moonshot released K2.7 Code, the latest in their K2 line of coding models, and it's live on Firework... Built for long-horizon agent loops. Observe → reason → code → act (GUI/CLI) → verify, repeat. Qwe... Fireworks serves Qwen 3.7 Plus as a true inference provider. Your requests execute end-to-end on ou... Drop it into what you already use. OpenAI + Anthropic compatible endpoints. Works with Claude Code,... Qwen 3.7 Plus is now live on Fireworks. You get the official weights running on our stack. That m... MiniMax M3 is live on Fireworks. Day-0, fastest endpoint for the MiniMax series. → Top open-weight ... Coding agents break when models are "almost" bug-free. But almost valid JSON is just not the same va... Fireworks Training Platform keeps expanding. Leading US open weight model Nemotron 3 Ultra is now ... Fireworks was named to @Redpoint's InfraRed 100 which recognizes the companies building the foundati...

In long agent loops, reasoning tokens get reused as context on every following turn. Shorter reaso...

Fireworks AI · 2026-06-13 · via Fireworks AI(@FireworksAI_HQ)

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