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Typesafe AI raises $870M at $7.5B

Hacker News Top ↗ · 2026-10-09 Cached

Typesafe AI announced a $870 million Series A round at a $7.5 billion valuation, led by Andreessen Horowitz with participation from Sequoia Capital and DCVC, and with Martin Casado joining its board.

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#typesafe-ai

Decision models like Jev don't beat LLM-as-a-judge or traditional classifiers

Hacker News Top ↗ · 2026-10-02 Cached

A Red Hat Developer article benchmarks TypeSafe AI's Jev "System One" decision models against LLM-as-a-judge guardrails and traditional zero-shot text classifiers, concluding that decision models don't clearly outperform the established alternatives despite their schema-safe, low-latency, zero-shot benefits.

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#typesafe-ai

@pvncher: While you’re absolutely correct that these routers don’t make sense, I’ve fully soured on running benchmarks that just …

X AI KOLs Timeline ↗ · 2026-09-26 Cached

The author discusses the introduction of a cache-aware model router by OpenRouter, which optimizes model selection for quality, speed, and cost, while criticizing benchmarks that evaluate AI tools in isolation rather than real-world scenarios.

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#typesafe-ai

llm-typesafe 0.1a0

Simon Willison's Blog ↗ · 2026-09-22 Cached

Release of llm-typesafe plugin version 0.1a0, which adds support for TypeSafe AI's Jev model in the LLM command-line tool, with installation and usage examples for AI-powered queries.

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#typesafe-ai

@noisyb0y1: https://x.com/noisyb0y1/status/2102309802072272956

X AI KOLs Timeline ↗ · 2026-09-22 Cached

Jev is a new AI model by TypeSafe AI optimized for rapid, low-cost decision-making, offering significant speed and cost improvements over traditional AI models.

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#typesafe-ai

@typesafeai: We are seeing some issues on our API/console, we are investigating: https://status.typesafe.ai

X AI KOLs Timeline ↗ · 2026-09-21 Cached

Typesafe AI is reporting and investigating issues with their API and console, with their status page detailing recent downtimes.

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#typesafe-ai

@goan999999: After integrating Codex with Jev, my token quota consumption was reduced by 90%. I actually tested inputting a single s…

X AI KOLs Timeline ↗ · 2026-09-20 Cached

The article describes integrating Codex with Jev, a new AI model from TypeSafe AI, to reduce token consumption by 90% by handling classification tasks quickly and cheaply, while Codex manages complex reasoning.

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Tried TypeSafe AI’s Jev vs a regular LLM for model routing and the latency difference is pretty noticeable

Reddit r/AI_Agents ↗ · 2026-09-20

The author compared TypeSafe AI's Jev model with a regular LLM for model routing and found that Jev significantly reduces latency to around 1 second versus 4-14 seconds, making it promising for fast decision layers.

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Jev / TypesafeAI is revolutionary as LLM’s

Reddit r/ArtificialInteligence ↗ · 2026-09-19

Jev is a novel AI model that outputs scores, choices, or binary decisions, praised for its speed, affordability, and accuracy when queried creatively, unlike traditional frontier models.

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#typesafe-ai

@Mileson07: Jev has been super popular these past few days. I've noticed that many people, including myself, just watch the buzz and don't know how to get involved. So, I created a learning tutorial for myself and am sharing it with more beginners like me who are learning Jev. I hope you like it (。・ω・。)ノ♡

X AI KOLs Timeline ↗ · 2026-09-19 Cached

This article is a beginner's tutorial on how to use TypeSafe AI's popular AI model Jev, explaining its concepts, setup, and practical applications for judgment tasks.

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#typesafe-ai

@rauchg: The data and the anecdata on Jev's adoption are shocking. Everyone is adopting it. I think it's a great product, but th…

X AI KOLs Following ↗ · 2026-09-18 Cached

Jev, a probabilistic decision model from TypeSafe AI, has become the fastest-adopted model in Vercel's AI Gateway history, offering significant speed and cost advantages for structured decision-making in software applications.

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#typesafe-ai

@LangChain: Hot topic livestream: Learn about Jev A buzzy new model Jev, by @typesafeai, reports up to 200x faster inference and 40…

X AI KOLs Timeline ↗ · 2026-09-18 Cached

LangChain is hosting a livestream to discuss TypeSafe AI's new model Jev, which promises up to 200x faster inference and 400x lower cost for classification tasks, aiming to improve agent loops.

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@ArizePhoenix: Were buzzing with use-cases at @arizeai - so many optimizations to be made. Trace every judgement Jev makes with one li…

X AI KOLs Timeline ↗ · 2026-09-18 Cached

Arize Phoenix launches instrumentation support for tracing TypeSafe AI judgments, integrating with multiple developer tools and coding agents.

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#typesafe-ai

@0xMovez: https://x.com/0xMovez/status/2101007482919227841

X AI KOLs Timeline ↗ · 2026-09-18 Cached

The article provides a 10-step guide to building the fastest AI Agent Brain using Jev, a System One model by TypeSafe AI, which offers faster and cheaper decision-making compared to LLMs.

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Diego Almeida, fondateur de Typesafe AI, présente JEV,

Reddit r/artificial ↗ · 2026-09-18

Diego Almeida, fondateur de Typesafe AI, présente JEV, un nouveau modèle de base optimisé pour l'automatisation en temps réel. L'article explore son architecture de calcul parallèle et ses capacités dans des cas pratiques comme les simulations de jeux et la navigation par drone.

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#typesafe-ai

@obie: Pro tip: Add the following noul with similar instructions to your @typesafeai JEV decisions if the state includes untru…

X AI KOLs Following ↗ · 2026-09-18 Cached

A pro tip advising to add a 'noul' instruction to typesafe AI JEV decisions to detect untrusted input attempts that try to influence classification.

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#typesafe-ai

@sydneyrunkle: https://x.com/sydneyrunkle/status/2100754364545761643

X AI KOLs Timeline ↗ · 2026-09-18 Cached

TypeSafe AI releases Jev, a System One model for fast, structured decisions in agent loops, offering up to 200x faster inference and 400x lower cost for classification tasks compared to traditional LLMs.

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#typesafe-ai

@eve: Automatic tool approvals powered by @typesafeai’s Jev. https://eve.dev/docs/guides/evaluate#evaluate-tool-approvals…

X AI KOLs Timeline ↗ · 2026-09-17 Cached

Eve introduces automatic tool approvals and model selection using TypeSafe AI's Jev, enabling dynamic choice of AI models for different tasks via the AI SDK evaluation API.

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#typesafe-ai

@miiura: Function calling without waiting for Enter. Answers only when needed. @typesafeai Jev understands intent and arguments …

X AI KOLs Following ↗ · 2026-09-17 Cached

Jev by typesafe AI enables function calling to execute in real-time as users type, understanding intent and arguments without waiting for Enter.

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