TypeSafe news
The latest TypeSafe news, : Amazon Bedrock adds decision models for agent evaluation.
TypeSafe is a company that offers the Jev API, a probability‑based decision model for structured data. Recent coverage highlights Jev’s rapid adoption, with the company reaching $100 million ARR and a $7.5 billion valuation within three weeks of launch. The model is also reported to be used by roughly 25 % of Fortune 500 firms, prompting a wave of copycat decision models.
16 stories mentioning TypeSafe since 19 September 2026, newest first, each with its sources and discussion. Follow to see new ones on your front page.
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Amazon Bedrock adds decision models for agent evaluation
Amazon Bedrock AgentCore Evaluations now supports decision models as custom evaluators for agent performance checks. These models—like Jev (hosted by TypeSafe) and Strands Decider 2B (open-source, 2B parameters)—score…
1 source primary sourceAWS Machine Learning Blog -
OpenAI makes its Decisions API widely available using GPT-6 Luna
OpenAI announced the general availability of its Decisions API on October 22, 2026, powered by GPT-6 Luna and priced at $0.10 per million input tokens. The API provides bounded, typed responses—probability, selection,…
6 sourcesvectorwire.aipropakistani.pknote.comUnite.AI +1 more -
Nace AI releases Drex Max multimodal decision model for computer-use agents
Nace AI has launched Drex Max, a multimodal decision model tailored for agents that navigate computers and browsers. Unlike text-generating models, Drex Max accepts text and up to 8 images per request, returning…
1 sourceMarkTechPost -
Cloudflare releases Clairic, a System One extraction model for faster, cheaper data extraction
Cloudflare has released a preview of Clairic, a new System One extraction model hosted on Workers AI, designed to extract, compute, estimate, and forecast typed values from unstructured inputs without generating text.…
4 sources HN 37The DecoderMarkTechPostUnite.AIblog.cloudflare.com -
Liquid AI releases d1-ultra decision model at $0.042 per million tokens
Liquid AI has released d1-ultra, a multimodal decision model designed to answer bounded questions with probabilities rather than generating free text. The model processes text and images in a single forward pass,…
1 sourceMarkTechPost -
TypeSafe’s Jev sparks copycat decision models after researcher claims prior work
The release of TypeSafe’s Jev API—designed for direct probability-based decision-making—has triggered a flood of competitors. Jev lets developers feed structured data (like shopping transactions) and ask yes/no or…
1 sourceTom's Hardware -
Cloudflare releases Clef-omni, a 30B multimodal decision model for text, image, audio and video
Cloudflare launched Clef-omni on October 9, 2026, a new open-weight multimodal decision model that processes text, images, audio and video in a single call. Built on the Qwen3-Omni-30B-A3B-Instruct backbone, Clef-omni…
1 sourceMarkTechPost -
TypeSafe/Jev hits $100M ARR, $7.5B valuation three weeks after launch
TypeSafe announced it crossed $100 million in annual recurring revenue (ARR) and reached a $7.5 billion valuation just three weeks after launching its Jev API, according to Sequoia’s leaked figures. The company, backed…
1 sourceLatent Space -
Open-source tool uses AI to generate LEGO builds with 2,175 pieces
An open-source project called LDraw Nova lets AI models like GPT-6 Astra and Claude Opus 5.5 design LEGO builds by writing Python programs that output CAD files. Developer Carlos Antelo demonstrated a 2,175-piece…
1 sourceTom's Hardware -
Meta, OpenAI and Uber launch proactive AI agents that interrupt users
Meta, OpenAI, and Uber have recently introduced AI agents designed to initiate contact with users rather than waiting for prompts. Meta launched Muse on September 8, an agent that manages emails and bookings while…
1 sourceMarkTechPost -
TypeSafe CEO says Jev is used by ~25% of Fortune 500 companies
TypeSafe CEO Diogo Almeida stated that the company's Jev model is currently in use by approximately 25% of Fortune 500 companies. In remarks reported by the Wall Street Journal, Almeida highlighted the model's massive…
1 sourcewsj.com -
Llama.cpp adds decision models for routing and scoring tasks
Llama.cpp now supports decision models that assign probabilities to predefined options in a single forward pass, unlike chat models that generate text. These models can route customer messages, moderate content, or…
1 source primary sourcehuggingface.co -
Amazon releases Strands Decider 2B, a Jev-inspired open-source decision model
The model, developed by AWS distinguished engineer Marc Brooker, sorts predefined options and provides confidence scores for automated workflows. It runs locally and is part of AWS’s Strands Labs initiative, which…
3 sourcesMarkTechPostventurebeat.comTechCrunch AI -
Open-source decision models Jeff-Qwen3.5-0.8B and Jeff-Gemma4-E2B run in ~30ms on local hardware
Jeff is a set of small, fast decision models fine-tuned from Qwen3.5 and Gemma 4, designed for zero-shot classification tasks. The 0.8B-parameter model runs in about 22ms on an RTX PRO 6000 and 28ms on an Apple M4 Max,…
1 source primary source HN 59github.com -
Supersonic Labs releases Julia 1, a 144.3M-parameter open decision model
Supersonic Labs, a Brazilian AI lab, has released Julia 1, a compact decision model with 144.3M parameters. Unlike standard chatbots, Julia 1 does not generate text; instead, it accepts context, a question, and 2 to 20…
2 sources primary sourcehuggingface.coMarkTechPost -
Egma-ai releases Jev code reviewer for local AI PR classification
Jev Code Reviewer is an open‑source tool that lets developers inspect pull requests generated by coding agents without sending any data to external services. It classifies each file change into three priority…
1 source primary source HN 41github.com
Questions about TypeSafe
What is the latest TypeSafe news?
As of 4 November 2026: Amazon Bedrock adds decision models for agent evaluation. Amazon Bedrock AgentCore Evaluations now supports decision models as custom evaluators for agent performance checks.
What is TypeSafe?
TypeSafe is a company that offers the Jev API, a probability‑based decision model for structured data. Recent coverage highlights Jev’s rapid adoption, with the company reaching $100 million ARR and a $7.5 billion valuation within three weeks of launch. The model is also reported to be used by roughly 25 % of Fortune 500 firms, prompting a wave of copycat decision models.