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TypeSafe AI TypeSafe AI 官方 Official 社区 showcase Community showcase + 精选 + Featured

Jev 玩宝可梦红（社区 live demo） Jev Plays Pokémon Red (community live demo)

Jev Plays Pokémon Red (community live demo)

Show HN https://jev-pokemon.vercel.app/ — 社区 live：用 TypeSafe Jev 决策模型通关《宝可梦 红》。作者称 harness 只读 Game Boy RAM、列出合法选项与事实，由 Jev 选一项再按键；无脚本通关、不写内存。直播页自称默认静音、右侧显示每次决策与概率；页内有 Frigade 推广条，且写明与任天堂 / Game Freak / The Pokémon Company 无关、不附带 ROM。本卡只记 Jev 能力展示，不是可下载的游戏 ROM。 The author says the harness only reads Game Boy RAM, lists legal options with facts, and lets Jev pick one before pressing buttons; no scripted win path, no memory writes. The live page says it starts muted and shows each decision and odds on the right; it also carries a Frigade promo bar and states it is not affiliated with Nintendo / Game Freak / The Pokémon Company and ships no ROM. Catalogued as a Jev capability showcase only, not a downloadable game ROM.

Playwright 实拍 jev-pokemon.vercel.app 首屏，裁 3:2 Playwright capture of jev-pokemon.vercel.app above the fold, cropped to 3:2

来源Sources

官方模型页 Official model page TypeSafe：Introducing System One Models & Jev（所用模型） TypeSafe: Introducing System One Models & Jev (the model used) TypeSafe AI 2026年9月15日 Sep 15, 2026 https://typesafe.ai/blog/introducing-system-one-models-and-jev 社区 showcase Community showcase 直播页：Jev Plays Pokémon Red Live page: Jev Plays Pokémon Red christianmat 2026年9月25日 Sep 25, 2026 https://jev-pokemon.vercel.app/ 社区 showcase Community showcase GitHub：christianmat/jev-pokemon（GPL-2.0） GitHub: christianmat/jev-pokemon (GPL-2.0) christianmat https://github.com/christianmat/jev-pokemon 社区 showcase Community showcase Hacker News：Show HN: Jev Plays Pokémon Red Hacker News: Show HN: Jev Plays Pokémon Red Hacker News 2026年9月25日 Sep 25, 2026 https://news.ycombinator.com/item?id=49845172

为什么推荐Why we recommend it 边界：不附 ROM、与任天堂无关；页内有第三方推广；成本与「无脚本」均为作者自述，本库未复跑全程。 Boundary: no ROM shipped, not affiliated with Nintendo; page carries a third-party promo; cost and “no scripts” claims are the author’s, full run not re-played here.

核验记录：来源、抓取与截图说明Verification log: sources, checks, and captures

收录理由：Show HN 热帖（核对 214pts）+ 可打开的 live 页，是站内 typesafe-jev 的社区能力展示（对齐 Astra 迷你 LOL 卡形态）。预览为 Playwright 实拍直播页首屏裁 3:2。 （item 49845172，2026-09-25 ~14:28Z，Algolia 核对 214pts） 开源仓库 christianmat/jev-pokemon 于 2026-09-26 gh api：GPL-2.0、62★。Why: Show HN hit (214pts at check time) plus a tryable live page — a community capability showcase for catalogued typesafe-jev (same shape as the Astra mini-LoL card). Preview is a Playwright capture of the live page above the fold, cropped to 3:2. (2026-09-25 ~14:28Z, 214pts on Algolia at check time) Show HN item 49845172 at https://jev-pokemon.vercel.app/ — a community live run of TypeSafe’s Jev decision model through Pokémon Red. Open-source repo christianmat/jev-pokemon on the 2026-09-26 gh api: GPL-2.0, 62★.

要点（官方称 / 社区称）Highlights (vendor / community claims)

  • 作者称：无作弊脚本；harness 读 RAM → 合法选项 + 事实 → Jev 选一项 → 按键；路径寻找与菜单操作由 harness 执行，决策全交给 Jev。 Author claim: no cheat scripts; harness reads RAM → legal options + facts → Jev picks one → button presses; pathfinding and menu mechanics stay in the harness, decisions stay with Jev.
  • 作者称：可自建复跑，但必须自备合法取得的《宝可梦 红》ROM（仓库不附带）；默认 JEV_MODE=mock 可免费干跑，真 Jev 走 Vercel AI Gateway。 Author claim: you can reproduce locally with your own legally obtained Pokémon Red ROM (none is shipped); default JEV_MODE=mock is a free dumb stand-in, real Jev goes through Vercel AI Gateway.
  • README 自述成本口径：真 Jev 实时约 800–1,300 次/小时，约 $1–1.70 / 24h（作者称，$0.042/MTok 输入、输出免费）。本库未复跑。 README cost claim: real Jev at real-time speed about 800–1,300 calls/hour, about $1–1.70 per 24h (author figures at $0.042/MTok input, free output). Not re-run here.

同板相关Related on this board

同一看板上互相关联的卡：社区 demo 指回它跑的模型，模型指向值得看的 demo。Cards linked on this board: a community demo points back to the model it ran on; the model points to demos worth a look.

TypeSafe AI TypeSafe AI 官方 Official 社区 showcase Community showcase + 精选 + Featured

Jev / System One Models（TypeSafe AI） Jev / System One Models (TypeSafe AI)

Jev / System One Models (TypeSafe AI)

TypeSafe AI 于 2026-09-15 发布的首个公开 System One Model。面向软件内决策而非聊天：输入非结构化状态，输出类型安全的结构化决策，并附带校准概率与置信度。官方称新架构 + 并行采样 + Reinforcement Learning for Calibrated Decisions（RLCD）；目前为早期访问；速度、价格与评测倍率均为厂商自述，本库未复跑其工作流评测。 TypeSafe AI’s first public System One Model, announced 2026-09-15. Built for in-software decisions rather than chat: unstructured state in, type-safe structured decisions out with calibrated probabilities and confidence. Vendor claims a new architecture, parallel sampling, and Reinforcement Learning for Calibrated Decisions (RLCD); currently early access; speed, pricing, and eval multipliers are all vendor claims, and the workflow evals were not re-run by this library.

厂商公告Vendor announcement 2026年9月15日 Sep 15, 2026 2 官方 · 1 社区 2 official · 1 community
ConvAI Innovations ConvAI Innovations 官方 Official 社区 showcase Community showcase

Laya：开源 System 1 决策引擎（对照 Jev） Laya: open-source System 1 decision engine (Jev-adjacent)

Laya: open-source System 1 decision engine (Jev-adjacent)

作者称 Laya 是非自回归、亚 35ms 的开源 System 1 决策模型族（Apache 2.0 权重），提供 choice / score / noul 三类结构化决策与多语路由；对照站内已收录的 TypeSafe Jev。基准、延迟、与 Jev 对比数字一律标「作者称 / 第三方整理」，本库未复跑。HN 讨论：https://news.ycombinator.com/item?id=49765348（2026-09-19）。 Author presents Laya as an open-weight non-autoregressive System 1 decision family (Apache 2.0) with choice/score/noul primitives and multilingual routing; sits next to catalogued TypeSafe Jev. Latency/benchmark/Jev-comparison figures are author or third-party claims — not re-run here.

厂商公告Vendor announcement 2026年9月19日 Sep 19, 2026 1 官方 · 2 社区 1 official · 2 community
ollaya-dev ollaya-dev 官方 Official 社区 showcase Community showcase + 精选 + Featured

Ollaya：本机跑开源决策模型（Jev / Laya 相邻） Ollaya: run open decision models locally (Jev / Laya-adjacent)

Ollaya: run open decision models locally (Jev / Laya-adjacent)

HN 首页 https://ollaya.dev/ — 作者定位「像 Ollama 跑 LLM 一样，本机跑开源决策模型」。拉 Laya / decider / NLI / GLiClass 等开源权重，本地 daemon 提供 TypeSafe 兼容的 /v1/systemone；官方称可改 TYPESAFE_BASE_URL 指向本机，现有 Jev 客户端不用改代码。延迟对比数字（如 Laya 8–10ms、Jev hosted 236–276ms）一律标官网自述 / 第三方基准，本库未复跑。 the site says existing Jev clients work by pointing TYPESAFE_BASE_URL at localhost. Latency comparisons (e.g. Laya 8–10ms, Jev hosted 236–276ms) are site or third-party claims — not re-run here. not a separate card.

厂商公告Vendor announcement 2026年9月25日 Sep 25, 2026 2 官方 · 1 社区 2 official · 1 community