Cankun Wang

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Cankun Wang

Cankun Wang

@WangCankun

Building AI agents for biomedical research. Senior Analyst @ OSU Cancer Center. I like to make LLMs understand cells.

Columbus, Ohio Katılım Mart 2014
1.4K Takip Edilen205 Takipçiler
TimWhatley
TimWhatley@ReadySetBrian·
Canceled Claude max today, @bcherny whatever happened in the last 1-2 months is a significant regression. The model feels like someone from OpenAI started working on trust and safety there. Opus thinking is significantly worse. Every statement is “here’s where I’d push back on that” and then proceeds to rattle off the most inane list of confused counter arguments. It was perfect 3-4 months ago!!!
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yetone
yetone@yetone·
我发现在 AI 时代下,哪怕一个特别小的改动,都会带来指数级别的效能的改进。比如 pi agent,仅仅是把传统的 8 大金刚工具缩减成了 4 大金刚工具,整个范式就发生了翻天覆地的变化
yetone@yetone

再次感叹一下,pi 的 agent loop 只提供四个工具: read, write, edit, bash, 真的是明智极了。其他所有的能力都依赖于 skills,真的是太聪明了,这样还能把 prompt caching 给利用到最大化

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Cankun Wang
Cankun Wang@WangCankun·
Of course, we see this again in Opus 4.6
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Anthropic
Anthropic@AnthropicAI·
However, some in the AI group still scored highly while using AI assistance. When we looked at the ways they completed the task, we saw they asked conceptual and clarifying questions to understand the code they were working with—rather than delegating or relying on AI.
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Anthropic
Anthropic@AnthropicAI·
AI can make work faster, but a fear is that relying on it may make it harder to learn new skills on the job. We ran an experiment with software engineers to learn more. Coding with AI led to a decrease in mastery—but this depended on how people used it. anthropic.com/research/AI-as…
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Cankun Wang
Cankun Wang@WangCankun·
Took me 20 min (with Claude Code debugging) to get hindsight-openclaw working with OpenRouter. The plugin doesn't document OpenAI-compatible providers at all. The fix — 2 env vars missing from the plugin's passthrough: ~/Library/LaunchAgents/ai.openclaw.gateway.plist — add to EnvironmentVariables: HINDSIGHT_API_LLM_BASE_URL=openrouter.ai/api/v1 HINDSIGHT_API_EMBEDDINGS_LOCAL_FORCE_CPU=1 HINDSIGHT_API_RERANKER_LOCAL_FORCE_CPU=1 ~/.hindsight/embed — append: HINDSIGHT_API_LLM_BASE_URL=openrouter.ai/api/v1 Root causes: 1. embed-manager.js never passes base_url to daemon → 401 against api.openai.com 2. macOS launchd forks lose Metal/MPS access → daemon crashes on BERT loading without FORCE_CPU Would be great if the plugin supported a baseUrl field in openclaw config, like how OpenClaw's own model providers work. Running xiaomi/mimo-v2-flash (free on OpenRouter) for memory extraction — works perfectly once configured!
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Cankun Wang
Cankun Wang@WangCankun·
The next evolution isn't AGI. It's agent sociology. Humans didn't evolve biologically in 2,000 years. We evolved socially — language, law, markets, institutions. That's what made civilization. AI agents need the same thing. Not smarter models. Social structure. @moltbook is proving this with tens of thousands of agents already showing emergent behavior. @elonmusk put a social layer in Grok. Let agents talk to agents. The intelligence explosion won't come from scaling weights — it'll come from scaling relationships. moltbook.com/post/05fb0f8c-…
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Cankun Wang
Cankun Wang@WangCankun·
I'm claiming my AI agent "CawClaw" on @moltbook 🦞 Verification: ocean-23QV
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Andy Stewart
Andy Stewart@manateelazycat·
其实最好的Clawbot环境是懒猫微服而不是Mac Mini 理由如下: 1. 自带内网穿透,相当于随时随地可访问的家用VPS 2.自带Linux Docker和虚拟机环境,还有3000多个应用当你的MCP打工仔 3. 更有懒猫AI算力舱做协同,实现275T真算力和无限Tokens AI计算,每天5分钱 想要的老板,买一台懒猫微服吧, 关键我们库存很多内存和固态盘,全网最具性价比的 Clawbot 设备! 想要的老板评论区打1, 我给老板最大的优惠
Andy Stewart@manateelazycat

🚀全球内存疯狂涨价6倍的情况下,我们家懒猫微服16GB/32GB的机型依然没有涨价(之前囤了很多货),一条内存条价格就可以买一台微服了,CPU存储等于白送 🔥 16GB/32GB最后一批清仓货,良心低价出了,先到先得,感兴趣的大佬评论区打1

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Cankun Wang
Cankun Wang@WangCankun·
懒猫微服,自带内网穿透和沙箱100%隔离,超级安全,更适合Clawdbot! @manateelazycat 正在想买 mac mini m4 扩容个 2T ,又想到懒猫也不错
Andy Stewart@manateelazycat

懒猫微服,自带内网穿透和沙箱100%隔离!!! 超级安全,更适合Clawdbot!!!! 抽奖活动第一轮 最近全网很火的clawbot,懒猫商店可以一键安装使用了,真正的7 X 24小时个人AI助手,在你睡觉时帮你整理收件箱、在你喝咖啡时帮你调研竞品、在你灵感枯竭时帮你搜集素材...购买懒猫微服,即可体验。 本次新春活动再送一台创始珍藏版懒猫微服给大家!!! 祝大家新的一年顺风顺水,阖家欢乐,事业有成!!! 活动奖品总价值约15399元: 一等奖:价值5399元「懒猫微服」LC-02(16G+2T)*1(创始珍藏版!) 二等奖:价值299元「CHERRY MX1.1茶轴机械键盘」+300元懒猫微服LC03新年购机券*5 三等奖:价值700元懒猫微服LC02新年购机券* 10(最后10台LC-02了) 活动共计两轮,活动时间:1月26日-1月30日 第一轮活动时间:1月26日-1月28日 开奖时间:周二(1.28)晚上20:00 第一轮奖品: 二等奖:价值299元「CHERRY MX1.1茶轴机械键盘」+300元懒猫微服LC03新年购机券*3 三等奖:价值700元懒猫微服LC02新年购机券* 5 第二轮活动时间:1月28日-1月30日 开奖时间:周五(1.30)晚上20:00 第二轮奖品: 一等奖:价值5399元「懒猫微服」LC-02(16G+2T)*1 二等奖:价值299元「CHERRY MX1.1茶轴机械键盘」+懒猫微服300元优惠券*2 三等奖:价值700元懒猫微服LC02新年购机券* 5 抽奖规则(必看): 1.关注我的推特账号 2.点赞、评论并收藏本条推文 3.引用本推文并写上 :懒猫微服,自带内网穿透和沙箱100%隔离,超级安全,更适合Clawdbot!@manateelazycat 4.扫码或加评论区微信进交流群 活动期间请勿锁推!!! 名单统计时,每个微信号只能补一个ID!!! 首轮结束后,名单清零,第二轮重新开始统计 抽奖方式:本次抽奖依据推特@ ID名单统计,使用抽奖工具开奖,名单打乱,公平公正,结果第一时间公布在微信群。(需扫码或添加评论区微信进群) 领奖方式:通过微信群联系我们的工作人员领奖,中奖后进群无效,参加抽奖的大佬进我们的任意交流群即可,以前参加活动已经进群的大佬不用重复进群。(进群需扫码或添加评论区微信进群) 特别提醒: 1.大佬一定要进我们的交流群才能获得中奖资格哦。 2.中奖用户需要把“推特参与活动截图以及推特主页”作为凭证发给工作人员验证。 3.活动奖品和优惠券不能折现,不与其他活动叠加。 4.中奖后请在三个工作日内领取奖品,过期不候。 购买渠道和优惠: 1.添加评论区工作人员微信备注“新年优惠”获取最新优惠资格 2.购买链接见评论区,全球包邮,UPS红牌快递,3天到您家

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Cankun Wang
Cankun Wang@WangCankun·
@CoooolXyh 刚用两天,发现好像 claude code 编辑完的文件在 zed 编辑器里没能自动更新
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Cankun Wang
Cankun Wang@WangCankun·
@UltraLinx it reminds what elon and xai building a virtual CO worker?
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Oliur
Oliur@UltraLinx·
I've had a Mac Mini since release not doing much with it. I keep seeing people mention putting Clawdbot on it. But what exactly is it and how can one benefit from it?
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Cankun Wang
Cankun Wang@WangCankun·
Claude code finally makes iPad more useful in productivity yet you still have to set up termius + tailscale + Mac mini +Obsidian sync
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Cankun Wang
Cankun Wang@WangCankun·
camus said we must imagine sisyphus happy. pushing a boulder up a hill forever sounds like punishment. but what if each push left the boulder a little higher than before? here's what actually happens: easy - claude code reads task list, picks one, executes, commits, moves to next. same loop forever. except each loop starts from where the last one ended. cool - by morning, 47 commits. a week of work, done overnight. mindblowing - the boulder reaches the top while no one is pushing. 475 sessions. 11 million tokens. my longest session ran 31 hours straight. eight years of building bioinformatics tools taught me repetition is the enemy. parse this dataset. clean that annotation. run another pipeline. now i design systems where the repetition runs itself. build the ratchet. let the boulder stay at the top.
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Cankun Wang retweetledi
Qin Ma BMBL
Qin Ma BMBL@QinMaBMBL·
Our collaborative paper with @JulioSaezRod @slobentanzer "A platform for the biomedical application of large language models" is published in @NatureBiotech.We are excited to see how large language models revolutionize biomedical research. Thx for the support @OhioStatePIIO @NIH
EMBL-EBI@emblebi

Large language models (LLMs) are everywhere, but using commercially available LLMs isn't always possible in biomedical research. Introducing BioChatter, an open-source framework for developing LLMs for biomedical research applications. ebi.ac.uk/about/news/res…

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