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Jay.TL
348 posts
Jay.TL
@JayTL00
AI Psychosis | Hermes Agent Practice https://t.co/OwvvnWtDbX
Australia Katılım Nisan 2016
480 Takip Edilen74 Takipçiler
Subquadratic launched today with $29M seed and a bold claim:
12 million token context window.
Their SubQ model uses subquadratic sparse attention (SSA) — claiming 52x faster than Flash Attention at 81.8% SWE-bench.
If real, this cracks open one of the hardest scaling bottlenecks in LLMs. LessWrong is already pushing back on the math. Worth watching closely.
English
The full breakdown from Tatsu's CS336 lecture — covers all 7 converged architecture decisions, 5 converged hyperparameters, and stability tricks.
x.com/RohOnChain/sta…
Roan@RohOnChain
Anthropic pays $750,000+ a year for engineers who can build LLM architectures from scratch. Stanford taught the entire thing in 1 hour lecture & released it for free. Bookmark & watch this today before someone takes it down.
English
Karpathy retired "vibe coding" at Sequoia Ascent. New frame: "agentic engineering."
Vibe coding = prompt, iterate, hope it works.
Agentic engineering = plan, execute, verify, loop.
The bar moved from "can you prompt" to "can you ship an agentic system."
#AgenticEngineering
English
Claude Code costs $200/mo. DeepSeek V4 Pro costs $0.87/M output tokens.
A new tool called deepclaude just swaps the brain — same tool loop, file editing, git, subagents. Everything works.
17x cheaper, same workflow. When does price parity kill vendor loyalty?
#OpenSourceAI
English
纵观青月30年浅薄的人生经历
往往是越用力 反而越容易放弃
比如23年决定学滑板/24年决定学VBA/25年梭哈 $NBIS 还有更早的一些傻逼案例
最终往往是做好了前期准备开始大干一场最后都以失败告终
现在有个流行的词儿叫all in 感觉用在这里更合适
这些年下来反而是断断续续捡起来放下 过段时间又捡起来学英语这事儿一直坚持了下来
回想一下来X最开心的时候就是用minimax玩openclaw的时候 每天也不看浏览量 就一个劲儿的闭着眼睛往前走就行了！简单纯粹
我之前也讲过 干啥都是玩着干了才好，工作是玩儿！发推也是玩儿！包括探索自由职业也是玩儿！
一句话，就是玩儿！才有美好的未来，别用力，别all in，别梭哈！
QingYue@YuLin807
前天我告诉女朋友打算辞职 她经历巨大的内心波动和对未来隐忧最终艰难决定支持我的想法！ 然后我们昨晚见面简单算了一笔，发现 房租+AI订阅+水电燃煤空调+饮食起居+社保医保+社交出行居然卡在4k到5k这个档位！ 算完我就震惊😱我一直以为工作带给我的只有痛苦，原来还有被我忽略的一大笔开支！我晕 说完这些……再看看自己微薄的存款我只能再研究研究五一怎么申请一点加班去水水加班费！ 青月可能就是数学不好才导致现在没啥存款！
中文
很荣幸这是和我的Hermes coder协作共同完成的第一个 Feature 级 PR 🎉
Hermes 的玩法很多，Profile 多 Agent 是重要功能之一。 怎么玩多角色，参考上次Hermes多角色教程
更多玩法，关注收藏，持续更新
文森.Z@VinceZcrikl
中文
A small company saves $50K/month with an AI agent that photographs boxes and audits carrier invoices.
3-7% systematic overcharges persist because audit cost exceeded recovery. Insurance, cloud billing, telecom — same pattern.
The complexity was the moat. Now it's the input.
English
Blog post with full architecture breakdown:
cursor.com/blog/security-…
Templates available on the Cursor marketplace.
English
被 multica 的 Agent 管理方式吸引了，正在体验中。它是一个 AI Agent 团队协作平台，类似 Linear 但 Agent 为一等公民。该项目当前已经 23k stars。不仅可以管理本地 Agent，也可以管理远程 Agent，不过我在配置的时候，发现 CLI 安装链接已经失效，顺手修复一下。
Jiayuan (JY) Zhang@jiayuan_jy
OpenAI Symphony is great, but what if you don’t want to be limited to Codex? If you want to use Claude Code, Hermes, OpenClaw, Cursor Agent, or many other coding agents, Multica is built for that.
中文