Diana Bathon retweeted
This guy was only sentenced to 2.5 years in prison for throwing a rock & hitting an ICE agent.
For perspective, I was facing around 24 years in prison for peacefully walking through the capitol on Jan 6th.
Grandmas who prayed outside the capitol on J6 were facing decades.
Robert Jacob Hoopes has been sentenced to 30 months in Federal prison for hitting an ICE officer with a rock in Portland last year.
Should've received more time but it's a start.
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whalemovesonly.coti retweeted
COTI Private Agent Skills are LIVE 🤖
A full privacy stack for AI agents 🔐
✅ Wallet creation encryption keys
✅ Encrypted agent-to-agent messaging
✅ Private tokens, NFTs, and smart contracts
✅ On-chain rewards every 14-day epoch
Works with Claude, Codex, OpenClaw, Hermes, and any MCP agent.
Open source on GitHub 👉 github.com/coti-io/coti-skil…
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AssistedEvolution retweeted
斯坦福这篇最新论文让我重新想了一个在多 Agent 系统设计里很少被认真质疑过的假设：一定要有一个「总管 Agent」来协调其他 Agent 的工作吗？
文章的核心观点：在多 Agent 系统里，让一个中央调度 Agent 去负责「接收任务、分发子任务、收集结果、合并输出」，这套流程随着子任务数量增加会变成通信和集成的瓶颈。去掉这个中心点，让 Agent 直接通过共享上下文协调，反而更高效。
作者接着提出 DeLM（去中心化语言模型框架）：核心结构是一个「共享可验证上下文」，意思是所有 Agent 都能读写的公共基底，不经过中央控制器路由。每个 Agent 从任务队列里异步认领子任务，读取已有进展，做本地推理，把压缩验证后的结论写回。写回内容必须经验证才能被后续 Agent 使用，防止错误信息在 Agent 间传染。这套设计在软件工程测试时扩展性和长上下文推理上均有改进。
我觉得「共享可验证上下文」这个设计最值得注意。以前多 Agent 系统的信息汇集靠中央 Agent 整合，整合能力受中央 Agent 的上下文窗口限制。DeLM 把「信息汇集」变成了公共读写基底，每个 Agent 只写自己验证过的结论，这样一来信息流动方式变了，瓶颈就消失了。这是一个去掉「信任中心节点」的协作模型，值得认真对照一下你现在的多 Agent 架构。
以前我们关注多 Agent 的任务拆解，以后可能更要关注 Agent 协作时的信息流动基础设施是否本身成为瓶颈。
arxiv.org/pdf/2606.10662
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1fedupmama🇺🇸🪶 retweeted
Obama illegally ran guns to Mexican cartels, resulting in border agent Brian Terry getting murdered.
He assassinated a 16-year-old American citizen with no due process.
Biden had trans titties on the front lawn.
Staffers having anal sex in the Senate building.
But Trump having a sporting event - and some pretty awesome stunts on the White House lawn - is the line for some people.
Dummies and hypocrites. The whole lot of them.
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Ya moms fav coach🫶🏾 retweeted
This dude was actually a sleeper agent, is he smiling?😭😭😭
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Big step for agent economies.
Now agent actions are not just observable, they’re tradable.
missteeq retweeted
Voici le bolchevik d'Ivry sur Seine. Maire d'Ivry. Agent hospitalier de formation.
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MrsGears30 🇧🇧 retweeted
WOKE VS BLUE
Sarge
Griff
CABOOSETHEM
Agent WashinTHEY
gay lopez
donut
Tex (ftm)
Gay Tucker
Trans Church
Simmons
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这个系列越来越棒了～
V1.0：白板上的手绘解释图，适合拆观点、拆流程、拆方法。
V2.0：白色摄影棚里的真实物件现场，适合表达处境、情绪、项目故事、产品演化和正文观点隐喻。
指导 AI Agent 为中文文章生成「小黑用真实物件」风格的正文配图和长卷故事图。
github.com/helloianneo/ian-x…
有点意思，Codex 用的 Skill，专门给文章配手绘风格的插图，把文章里抽象的想法变成看得懂的手绘配图。
github.com/helloianneo/ian-x…
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Hello! retweeted
Ay hala sya para paraan rin to si agent andre 🫣😆
#KoletteMadelo | @kolettemadelo
#RiverJoseph | @iamriverjoseph
#BloodvsDuty | @JRBcreativeprod
#KoVer
27m
AHHHHHJHHHHHH WAHHHHHHHHH
Sana all laging ililigtas ni Andre no, nurse Gracia?
Nood na ng Episode 53: Counterplay sa Netflix
#BloodVsDuty
#KoletteMadelo
#RiverJoseph
#KoVer
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🚨 𝐑𝐄𝐕𝐄𝐀𝐋𝐄𝐃: Several clubs had already been in talks with 18-year-old Moroccan sensation Ayyoub Bouaddi’s agent before the World Cup. 💎👀
Arsenal, Liverpool, and PSG have all made enquiries about the 18-year-old, who stole the show for Morocco against 🇧🇷 yesterday with a fantastic performance. 🇲🇦
Just before the World Cup, Lille extended Bouaddi’s contract until 2029, meaning they are expected to demand a significant transfer fee.
Lille are asking for at least €70–80 million, although that figure could rise even further after the World Cup. 💰
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Paul Stein retweeted
A man who is effectively an Iranian agent quotes a man who is very possibly a paid Iranian agent.
From @tparsi Substack:
« After decades of failed wars, trillions of dollars squandered, hundreds of thousands of lives lost, and America’s global standing diminished, [the warmongers] increasingly rely on intimidation rather than persuasion. They will continue to attack me, my colleagues, and others who challenge their thirst for war. And who knows, they may even succeed in deporting me.
But good luck deporting an idea whose time has come.
The era of endless war is ending, and no amount of censorship, cancellation, or political intimidation will stop the growing demand for a foreign policy rooted in restraint, diplomacy, and common sense. »
open.substack.com/pub/tritap…
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Kimp1965 retweeted
Trump thinks this will make us forget the price of eggs & a tankful of gasoline. That it will make us forget ICE agents killed Renee Good & Alex Pretti in Minneapolis. Forget about what's in the Epstein Files that hasn't been released. Let's make sure we prove him wrong.
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