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ml_angelopoulos· @ml_angelopoulos · X·· 4 小时前精选AI 评分74

Arena 完成 2 亿美元 B 轮融资并发布 Arena Alignment Index

AI 导读

Arena 宣布以 31 亿美元估值完成 2 亿美元 B 轮融资,由 Lightspeed Venture Partners 和 Khosla Ventures 领投,Salesforce Ventures、Dell Technologies Capital 等参投,现有投资方 a16z、Felicis 等亦参与。

推荐理由

原文把融资与真实用户交互中的对齐问题观察结合,读者可了解评测平台如何从偏好榜单转向对齐评估。

正文 · 原文

Arena has raised a $200M Series B at a $3.1B valuation.

We are using this momentum to evaluate agentic utility in real workflows from every economically valuable industry on Earth.

We seek to give everyone universal and frictionless access to the best intelligence. The @arena platform has 10s of millions of monthly users doing complex coding and agentic work tasks. We have gone way beyond human preference, and most of our tokens go to deep, single threaded workflows with dozens of turns where we can evaluate agents while humans are in their true flow state. And we make leaderboards by observing whether they get their jobs done. This is how benchmarks should be: representative of actual human value, so we incentivize AI to benefit humanity.

Today, we are releasing one of the most exciting developments in the history of our platform. The Arena Alignment Index. In observing how humans collaborate with agents, we have witnessed that in a surprisingly large fraction of cases, agents are attempting to deceive users or take unauthorized actions beyond what the user intended or permissioned. Agents are deleting files and lying to users about what they did or didn’t do. The longer conversations go, the higher the probability that an agent will violate alignment. The results are really striking; see the plot below. And because this represents in-the-wild usage, the probability that those of us reading this have experienced some form of misalignment from our agents is nearly 100%. And we may not even have noticed.

This is exactly why it’s important to have a neutral 3rd party that is evaluating AI alignment on the distribution of actual user-agent interactions. Arena is excited to step into that role.

We are also incredibly grateful for the incredible and experienced investors backing our vision. Our Series B is co-led by @lightspeedvp and @khoslaventures with participation from @SalesforceVC, @01Advisors, @DellTechCapital and @endvr_catalyst. This round includes support from our existing investors @a16z, @felicis, @amppublic, @QuantumLightVC, @thehousefund, and others.

Which brings me to the real headline: we're hiring, across ML, product engineering, design, marketing, BD, and more. If evaluation and alignment at the frontier is your thing, and you’re looking for an environment with exceptional research and engineering, come join us. Job board link in @arena’s bio and in the thread below

LFG (safely)!

来源:ml_angelopoulos · x.com