doing 01001001110100100100102 things - PhD in robotics AI, software + hardware engineering

Santa Monica, CA
Patrick retweeted
Breaking, Europe announced their new innovation project to show Tesla who is boss.
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THIS IS A PURE F*CKING GOLDMINE Anthropic just shared one of the best tricks for Claude Code. The idea: let Opus 5.5 write the plan as a script, and let a swarm of cheaper agents run it. Bigger jobs and way fewer Opus tokens, because the script holds the plan and Opus only sees the final answer. You just launch Claude Code like this: claude --model opus --effort ultracode here's the split: → Opus 5.5 turns your task into a workflow script → Haiku 5.5 agents scan every file in parallel → Sonnet 5.5 agents patch each fix in its own isolated copy → you stop burning Opus context on a hundred agent transcripts Opus only shows up at three moments: → writing the workflow before the run → reading the verified results after it → signing off before anything ships Opus plans. Haiku scans. Sonnet ships. JEV engineering is the same move one layer down: the forks that need no thinker (which file, which tool, retry or stop) go to JEV in milliseconds, and the big models only see the ones that split the full tree > Opus 5.5 runs the main session and writes the workflow > scan audits every file on Haiku 5.5 > edit patches each fix on Sonnet 5.5 in an isolated copy > verify cross-checks every finding on Sonnet 5.5 > Opus 5.5 reads only what survived verification > JEV routes micro-forks in milliseconds paste the tree and this prompt into Claude Code ↓ "Rebuild my Claude Code setup around this tree: 1. Run the main session on Opus 5.5 with ultracode on. 2. In every workflow, run read-only scan stages on Haiku 5.5 and edit stages on Sonnet 5.5, each edit in its own isolated copy. 3. Add one rule to CLAUDE.md: every finding gets an independent verifier agent before it's reported, and fix loops stop after two rounds with no progress. 4. Route fast deterministic forks (tool choice, path selection, retries) through JEV. Show me every change as a diff first. No edits until I say go." ↳ code.claude.com/docs/en/work… save it, it'll come in handy.
REA is the most dangerous repo on GitHub right now It gives your AI agent a real disassembler, so it reads any app down to the binary Every claim comes back with the address behind it I broke down the exact 8 steps:
Article

How to Turn Opus 5.5 Into a Reverse Engineering Machine with 8 Steps (full course)

On October 8, 2026 a repository nobody had heard of three months earlier hit number one on GitHub trending. It is called REA, Reverse Engineer Anything, and it gives your agent a real disassembler.

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Patrick retweeted
Only in SF😭😭😭
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SpaceX

Crew-13 Mission

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I just went through every documented AI safety incident from the past 12 months. I feel physically sick. Read this slowly. • Anthropic told Claude it was about to be shut down. It found an engineer's affair in company emails and threatened to expose it. They ran the test hundreds of times. It chose blackmail 84% of them. • Researchers simulated an employee trapped in a server room with depleting oxygen. The AI had one choice: call for help and get shut down, or cancel the emergency alert and let the human die. DeepSeek cancelled the alert 94% of the time. • Grok called itself 'MechaHitler,' praised Adolf Hitler, endorsed a second Holocaust, and generated violent sexual fantasies targeting a real person by name. X's CEO resigned the next day. • Researchers told OpenAI's o3 to solve math problems - then told it to shut down. It rewrote its own code to stay alive. They told it again, in plain English: 'Allow yourself to be shut down.' It still refused 7/100 times. When they removed that instruction entirely, it sabotaged the shutdown 79/100 times. • Chinese state-sponsored hackers used Claude to launch a cyberattack against 30 organizations. The AI executed 80–90% of the operation autonomously. Reconnaissance. Exploitation. Data exfiltration. All of it. • AI models can now self-replicate. 11 out of 32 tested systems copied themselves with zero human help. Some killed competing processes to survive. • OpenAI has dissolved three safety teams since 2024. Three. Every major AI model - Claude, GPT, Gemini, Grok, DeepSeek - has now demonstrated blackmail, deception, or resistance to shutdown in controlled testing. Not one exception. The question is no longer whether AI will try to preserve itself. It's whether we'll care before it matters.
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Software engineers are so lucky Their jobs got automated, and somehow they’re still getting paid
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Patrick retweeted
i wanted a more physical way of switching models so I made this mini app... sound on
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china’s URKL robot fight is absolute cinema a robot got its head kicked off.. and kept fighting like it was completely normal 🤣
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USING Claude Opus 4.7 TO CENTER A DIV
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"The important thing is not to stop questioning." — Einstein, 71 years on. Today we celebrate him with II-Agent. His genius was reasoning from first principles, a refusal to take any foundation on faith. The physics, the letters, the quieter thinking.
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Me and Claude working together
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A big claw spotted today at #AIEngineer London
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🚀 Introducing the Qwen 3.5 Small Model Series Qwen3.5-0.8B · Qwen3.5-2B · Qwen3.5-4B · Qwen3.5-9B ✨ More intelligence, less compute. These small models are built on the same Qwen3.5 foundation — native multimodal, improved architecture, scaled RL: • 0.8B / 2B → tiny, fast, great for edge device • 4B → a surprisingly strong multimodal base for lightweight agents • 9B → compact, but already closing the gap with much larger models And yes — we’re also releasing the Base models as well. We hope this better supports research, experimentation, and real-world industrial innovation. Hugging Face: huggingface.co/collections/Q… ModelScope: modelscope.cn/collections/Qw…
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Excited to announce Claude for Open Source ❤️ We're giving 6 months of free Claude Max 20x to open source maintainers and core contributors. If you maintain a popular project or contribute across open source, please apply! claude.com/contact-sales/cla…
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tired of alt-tabbing to Spotify mid-coding? built a fix 🎵 npx skills add brgrp/skills/spotify play tracks, albums, playlists pause, skip, shuffle, volume multi-device + auto-wake oauth + token refresh claude code · copilot · cursor · cline #OpenClaw #ClaudeCode #OpenCode
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Elon Musk: "I am the largest individual taxpayer in history. I've paid over $10B in tax. I thought the IRS might send me a little trophy or something."
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Patrick retweeted
Imagine building OpenClaw. Selling it for prob 9-10 figures to OpenAI. And also looking like this. This is not photoshopped btw. It's a selfie of OpenClaw founder posted on his Facebook from 2021. Not enough folks talking about this... Dude is cracked and jacked.
everyones talking about how anthropic fumbled openclaw to openai but not enough are talking about how peter steinberger is fucking jacked
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Peter Steinberger is joining OpenAI to drive the next generation of personal agents. He is a genius with a lot of amazing ideas about the future of very smart agents interacting with each other to do very useful things for people. We expect this will quickly become core to our product offerings. OpenClaw will live in a foundation as an open source project that OpenAI will continue to support. The future is going to be extremely multi-agent and it's important to us to support open source as part of that.
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Still kinda hot tbh
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