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TypeSafe
Trends
- 1Decision AI Models Compared: Jev, GLiDE and GLiNER2.5-Decide▼Decision AI Models Explained: TypeSafe Jev vs Fastino GLiDE, GLiNER2.5-Decide and Open-Source Competitors
A new comparison of decision-oriented AI models examines TypeSafe Jev, Fastino's GLiDE, and GLiNER2.5-Decide alongside open-source competitors. The analysis breaks down how each model handles classification and decision tasks, weighing performance, licensing and deployment trade-offs. It reflects growing interest in specialized, lightweight models that make fast automated decisions without relying on large general-purpose language models.
- 2TypeSafe AI's Jev Model Draws Copycats and LLM Debate●Startup TypeSafe AI’s Jev Model Sparks Copycats, Talk of LLM Alternatives
Startup TypeSafe AI is drawing attention with its Jev Model, a technology that has prompted other companies to imitate it and fueled fresh discussion about alternatives to large language models. The Wall Street Journal reports that the model's momentum has made TypeSafe AI a closely watched name in the startup scene, as investors and developers weigh whether approaches beyond mainstream LLMs could gain ground.
Repos
- browser-use/jev-ultrafast Fastest and cheapest web agent
- ollaya-dev/ollaya Run open decision models locally: pull and serve Laya, decider, NLI and GLiClass behind a TypeSafe-compatible API. Ollam
- jaredpalmer/kev Jev-like family of decision models built on top of Qwen3.5/3.8 you can train and run on your own
- Contrastive-LM/CLM
- awlevin/typesafe-computer-use Computer use for about $0.0002 a step: OCR the screen, classify the next action with TypeSafe, click. macOS.
- bespokelabsai/nimble Local typed decisions, contrastive data curation, and model evaluation.
- Rizzo-AI-Academy/rizzo-flow The open, local take on Jev: typed decisions from an LLM, without generating a single token
- wy-coliney/jev-browser-use 5–10x faster browser operations: Jev clicks, Codex thinks and verifies. Built at EZCollegeApp.
- yibie/awesome-jev A curated list of public projects, integrations, and discussions built on Jev — TypeSafe AI's System One model for
- kerpopule/hermes-jev-skills Jev-powered model routing, memory, compaction, skill selection, computer and browser use for Hermes agents (also Claude
- wfzyx/von The open-source System One decision model. Sub-15ms, non-autoregressive, local drop-in alternative to TypeSafe Jev.
- TheoLeeCJ/SemIf-OpenJev Semantic ifs from open models, on a 3090 at home. Independent; not affiliated with Jev or TypeSafe.
- anishfn/shapeshift An input that becomes what you mean: one text box that morphs into the right UI as you type. Powered by TypeSafe Jev, wo
- v-modal/awesome-jev-tools A curated list of tools built for Jev — TypeSafe AI's System One model for typed decisions.
- heyjunpenn/awesome-jev A verified, community-maintained catalog of 962 open-source projects built with Jev.
- Mapika/decider A family of System One-style models fine-tuned from Qwen3.5, designed for one-pass typed decisions with calibrated proba
- vinnylarouge/jevlike
- devagrawal09/jev-review A staged code-review workflow and local dashboard built with TypeSafe Jev.