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CS329A Self-Improving AI Agents 斯坦福大学一门关于「能够通过与自身和环境的交互持续自我改进的 AI Agents」的课程。 讲师阵容 Azalia Mirhoseini:AlphaCode 与 LLM 大规模训练调度优化("Circuit Training")的核心人物,现为 Reflection AI 联合创始人 Aakanksha Chowdhery:PaLM 2 与 Gemma 的负责人,同样在 Reflection AI 嘉宾名单 Misha Laskin(Reflection AI CEO) 多位 Google DeepMind 研究员(Denny Zhou、Thang Luong、Melvin Johnson)、Physical Intelligence(Danny Driess,机器人) 课程主线:一条完整的自我改进技术栈 1. 推理时自我改进(Test-time) 2. 从反馈中学习(Feedback → Learning) 3. 开放式进化与搜索(Open-endedness) 4. 工程化与瓶颈(Agentic Engineering & Bottlenecks) 课程详细信息:
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There's a safety alert in Jeju Island, South Korea. 15 people are confirmed missing with 4 bodies found so far, the South Korean police is receiving a lot of backlash for their mishandling of the latest case. Theories are pointing to a possible Serial Killer in the area. Someone mapped out cases of missing persons on the island. a Local claims that they're receiving a missing person alert every week.
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1/ gm. gm. Name is Hsin-Ju. I have a dark, kinda tragic personal announcement. I've decided I'd rather take $0 than accept a settlement that requires me to stay silent about what happened to me. I have since fired my lawyers at @sanfordheisler & will be releasing all the evidence from my time @hack_vc on Wed 8/26. INTRO: I've been in crypto for 9 years. Most recently I was a partner & head of platform @hack_vc which is a $600-700M crypto VC firm. Many of you may know me from my time as Head of Growth at @StellarOrg in 2017 (worked w/ the Mt. Gox founder), @Solana in 2018 (joined under ~10 ppl, but quit before my cliff), & @Fhenix in 2024. Or have attended one of my @DystopiaLabs ETH events (2019-now). Last year, I was forced to work through a serious medical emergency while at @Hack_VC due to threats by @alpackaP @dbulaevsky, saying that they would blacklist me from the space if I quit before finishing the hacksummit conference & side events that I was helping with during @kbwofficial. I was working 13-14hr days, 6 days a week, sleeping 0-4 hrs a night, and had documented Graves' disease, hyperthyroidism, and severe insomnia. I repeatedly asked to quit. Hack VC refused. This + other threats and intimidation went on for almost a month. The conditions got so bad I attempted suicide. The fucked up part is that, even after the suicide attempt, I told everyone at Hack VC (in writing) that I had no plans to sue. I was scared & extremely sick. I just wanted to leave. I told them that as long as there was no retaliation or badmouthing - I had no plans to sue. @Hack_VC chose to retaliate. After just 1 month after my near suicide, Hack VC mishandled my COBRA health insurance, refused to fix things, kept shooing me to customer support (when it's legally Hack VC's responsibility to fix this), and my insurance had issues and was not fixed for almost 4 MONTHS. Hack VC did not fix everything until I hired lawyers and had them force Hack VC to adhere to the law & fix my COBRA insurance issues. The sheer cruelty of an employer harming someone's health insurance almost immediately after they nearly committed suicide is extremely fucked up. And, even during the legal engagement, Hack VC continued to lie & attempt to harm me through their lawyers and other employees/partners (multi-million dollar carry & clawbacks can make even the nicest ppl willing to turn the other way or lie). @0xRodney @IsTheBaron @roshunpatel @Alex__Botte. Now. Almost an entire year of engagement & my near suicide anniversary coming up, our lawyers (mine & Hack VC's) have reached the point of preparing for private mediation and settlement. And...I realized that I just can't do it. I don't want money in exchange for silence. I'd rather speak. I fired my lawyers yesterday. In case it needs to be said, I did a good job at Hack VC. I was only there full time for 7 months; been part-time since 2021. I got a $50k raise to $300k, $30k bonus, and promises of additional carry that would have been implemented about a week or so after my last day. I was also offered admission into the GP entity (but not sure if admission was actually completed bc it was during my medical emergency). This + my resume, should show that me suing is not a money grab; I was genuinely harmed. I'm aware that I'm just one person (who is not rich) facing a $600-700M VC institution. I've been told by @alpackaP that he's known most of the managing partners at most VC firms for almost a decade and he could absolutely blacklist me. I'm also painful aware that the conclusion of this will probably be extremely poor for me or death - but I've accepted it. Sharing with other web2 & web3 VCs: @paulg @ycombinator @500STARTUPS @a16zcrypto @PanteraCapital @dragonflyvc @RaceCapital @hosseeb @haunventures @hiFramework @ElectricCapital @blockchaincap @Delphi_Digital @variantfund @1kxnetwork @archetypevc @shimacapital @robotventures, etc. TLDR; I’m done with continued threats, pressure, and intimidation. I'm not going to take a payout and allow Alex or Hack VC to walk away from harming me. As mentioned, I'll be dropping the evidence from my case on Wed 8/26 (or before) -- privacy be damned. Support here (or DM) please: ETH: 0x68c10776C5c05Cbf5B4C2318bE02D61B9f06B875 SOL: B7S8TPcWWJXTsmgG8ShoTmy8sNPuJ3Dbmt7z5gLFAveq
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🚨FIVE City officials were just ARRESTED for fraud in Refugio, Texas - mayor - ⁠city secretary - ⁠city councilor - ⁠2 former city councilors They allegedly mishandled HUNDREDS of THOUSANDS of public dollars. THE FRAUD NEVER ENDS
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Bolton on mishandling classified info: "This is a serious crime. Devastating indictment. End of Trump's career." He just pled guilty to doing exactly that
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JUST IN: Trump adviser-turned-critic John Bolton pleads guilty to mishandling classified documents
Security researcher Nightmare Eclipse, who has shared several zero-day vulnerabilities, had their entire GitHub account and all repositories taken down. They have now moved everything to a new GitLab profile at In a signed message on their blog, they accuse Microsoft of defaming them, mishandling vulnerability reports like CVE-2026-45585, revoking their MSRC access, and quietly patching issues without collaborating. They point to July 14 as an important date when they may release more documents or take things further. The post also mentions two other vulnerabilities called UnDefend (CVE-2026-45498) and RedSun (CVE-2026-41091).
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A small New Year’s mishap... Played too hard at the arcade, spilled my drink on my dress, ended up carrying everything home in a plastic bag😭 Wishing everyone a calm, safe, and steady new year😅🎉
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