Zhimao Liu@zhimao_liu · 2026/08/13观点输出Fable 5 + Claude Code — 83.8%, $553
GPT-5.5 + Codex — 83.2%, $2,059
Pretty wild price/performance
https://t.co/tDucCo3yTp
AI:延续个人公开立场,强调长期主义、执行效率与行业方向判断。
Zhimao Liu@zhimao_liu · 2026/08/13赛道影响Grok 4.6 from @xai looks genuinely better at coding than I expected.
Scored 375/445 (84.3%) on Terminal-Bench 2.1 with our latest Surf Harness. By raw score, that would be #1 on the current leaderboard — and the full 5×89 run came to just $247.
Here’s how it stacks up against other leading models:
AI:偏主题投资表达,释放对基础设施与新叙事的偏多信号。
Zhimao Liu@zhimao_liu · 2026/04/10观点输出https://t.co/xQjf4MADmm
AI:延续个人公开立场,强调长期主义、执行效率与行业方向判断。
Zhimao Liu@zhimao_liu · 2026/04/09赛道影响RT @SurfAI: Introducing Surf Skill
One line replaces dozens of APIs to give your agents comprehensive crypto data wherever they are
To ce…
AI:偏主题投资表达,释放对基础设施与新叙事的偏多信号。
Zhimao Liu@zhimao_liu · 2025/12/10赛道影响For Surf 2.0, we’re investing this round into optimizing the whole agentic workflow and conducting substantial post-training on our model to turn it into a top-tier research engine—faster, more accurate, and with much deeper search ability.
Extremely bullish on what Surf 2.0 will unlock! 🚀
AI:偏主题投资表达,释放对基础设施与新叙事的偏多信号。
Zhimao Liu@zhimao_liu · 2025/12/10赛道影响What’s more exciting is that the verifiability and executable environment of blockchain is, by nature, a great place for LLMs to learn and grow using RLVR.
In the first release of Surf, we tuned the multi-agent workflow to make it a high-signal research copilot.
AI:偏主题投资表达,释放对基础设施与新叙事的偏多信号。
Zhimao Liu@zhimao_liu · 2025/12/10赛道影响Surf has powered 1M+ research reports for 80,000+ users as they trade generic LLMs for specialized AI they can trust.
Today, I’m super excited that Surf has raised $15M to accelerate Surf 2.0.
Here’s the thesis behind why I think this is just the beginning: 👇
AI:偏主题投资表达,释放对基础设施与新叙事的偏多信号。
Zhimao Liu@zhimao_liu · 2025/12/08赛道影响RT @xai: Surf Hack: A Grok-powered agent that detects smart-contract vulnerabilities in real time.
@zhimao_liu @ryanli @CasperYang10 @Ja…
AI:偏主题投资表达,释放对基础设施与新叙事的偏多信号。
Zhimao Liu@zhimao_liu · 2025/07/22市场影响Base is for Everyone … and their AI agents🤖🤖
https://t.co/rEa2Cyf4a2
Surf is live!
AI:偏平台经营与生态扩张,强调交易平台和应用入口的长期位置。
Zhimao Liu@zhimao_liu · 2025/06/24赛道影响RT @surfai: You’re watching the future of onchain execution.
No more switching tabs or platforms. With Surf, one prompt gets the job…
AI:偏主题投资表达,释放对基础设施与新叙事的偏多信号。
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