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TypeSafe AI releases AI model called Jev. Rather than generating text, it makes decisions. Its hallucination rate is far lower and its outputs are very cheap compared to traditional LLMs.

Reddit r/singularity ↗ · 2026-09-16 Cached

TypeSafe AI has released Jev, an AI model designed for machine-native interactions that returns typed probabilistic decisions instead of text, offering lower hallucination rates and faster response times compared to traditional LLMs.

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#business-workflows

One Success Isn't Reliability: Thinkingbox, a Sandbox and Benchmark for Agents in Stateful Business Workflows

arXiv cs.CL ↗ · 2026-08-21 Cached

Thinkingbox introduces a sandbox and benchmark for evaluating AI agents in stateful business workflows, highlighting the gap between occasional success and reliable completion with current models.

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#business-workflows

Would you give an AI agent a $200 spending limit?

Reddit r/AI_Agents ↗ · 2026-07-01

Discusses the idea of giving AI agents a small, locked-down budget (e.g., $200) for routine business expenses like software trials, drawing a parallel to giving a junior employee a limited corporate card.

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