Unreal Agent

一句话概要

We’re sharing Unreal Agent — an agent harness that delivers up to 40% cost savings compared to Codex on production workloads and coding/science benchmarks, without any negative performance impact.

原文开头节选

If you’re interested in frontier cost-efficiency for your AI agents, we’d love to work together! Get in touch: contact@unreallabs.ai .

While deploying agents in the wild, we wanted them to respond to users quickly and be cost-effective to run. We’ve noticed that agents spend a lot of time and tokens managing tool calls, which motivated us to build Unreal Agent with a harness that would reduce the model’s tool-management overhead.

The Unreal Agent harness manages tool calls in a completely asynchronous way, relieving the underlying model of the need to manage waits, polls, and heartbeats for tools.

This approach drives two major benefits. First, it always allows users to steer the agent without the need to wait for tool calls to finish. Second, it allows the agent to schedule more useful tool call work between model calls, driving frontier cost efficiency. The current version achieves up to 40% cost savings compared to Codex and up to 20% compared to Pi in real workloads and on agentic benchmarks, which we share here.

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这条动态今日登上 Hacker News 首页(76 赞 / 52 评论,来源 unreallabs.ai)。技术雷达每日自动聚合 AI 工程、后端架构、DevOps 方向的前沿动态;相关工程落地可浏览下方的相关服务与延伸阅读,或直接与我们团队交流。