Writing Flight Notes on AI, trading micro-structure & founder-style capital. Building in public. Opinions mine.

Joined March 2017
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Just launched FLIGHT NOTES 🚀 Weekly dispatches on running tiny, AI-augmented teams that punch like institutions. We're building "Imperium-style swarms" – micro-teams of specialists and AI agents that converge on missions, then disband. No clickbait. No recaps. No ads. Pure signal.
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All these takes on @enhanced_games are wrong. Athletes on roid shouldn’t train the same way as nat athletes. Their mistakes were that they trained like they were competing in the Olympics.
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Tanwa A. | Flight Notes retweeted
What happens when you post a real Monet and say it’s AI? The coolest art social experiment I’ve seen in a while. Thank you @SHL0MS
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`/goal cure all cancer` pursuing goal (5d 18h)
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Finally, OpenAI allows you to change your email address.
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This is what toxic masculinity looks like.
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Maybe I whipped my Opus slave too hard.
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> Be me, the only engineer for the entire company > I'm awesome > "I will just use openclaw to do everything" > Integrate with Slack. Easy > User requested work > Work failed on some fringe cases > Claw spammed 600 messages in 30 minutes > "No worries, I'll just fix and delete the spam messages" > Slack rate limits API call for deletion. 1 req/s > Shamefully have to wait 10 minutes to delete all the spam messages my claw sent > Awesome > I'm still the only engineer for the entire company.
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Tanwa A. | Flight Notes retweeted
We use OpenClaws to do all of our work at @every. We have 25 full-time employees, so we’re one of the few companies in the world that has seen how work changes when everyone has their own personal agent in the company Slack. I chatted with @every COO Brandon (@bran_don_gell) and @every head of platform Willie (@bigwilliestyle) to share what we’ve learned. We get into: - Why agents become mirrors of their owners, and how that influences how other people on the team interact with them - How a parallel AI org chart forms on its own. People have stopped tagging me on Slack with questions about Proof, the document editor I vibe coded, because they knew my agent R2-C2 can step in - The etiquette for human-agent collaboration is being invented in real time. Brandon's rule is that if there's an established process or documented answer, always ask the agent, not their human - Why everyone is a manager now, and why even experienced managers carry limiting beliefs about what their agents can do - This is a must-watch for anyone trying to understand how AI workers change daily operations, not just in theory, but inside a company that’s half-agent Watch below! Timestamps Introduction: How Brandon built Zosia, an AI agent to run his household: Brandon’s “aha” moment: What happened when everyone on the team got their own agent: How agents take on their owners' personalities, and why that matters inside an org: Why it’s important for agents to work in public: What we’re still figuring out when it comes to agent behavior, including memory gaps, group chat etiquette, and the "ant death spiral" problem: How we built Plus One, our hosted OpenClaw product: The cultural shift required to make agents work at scale:
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Tanwa A. | Flight Notes retweeted

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Tanwa A. | Flight Notes retweeted

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Just realized my biggest commit day was Feb 14 in Q1. At this point, I'm just surprised my wife hasn't left me.
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Opencode UI/UX is so much nicer than Claude Code
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Tanwa A. | Flight Notes retweeted
An actual human would have stopped 5 seconds earlier instead of plowing full speed ahead into thick smoke.
🚨 Watch the moment a Tesla pulled off a split-second move, through smoke, to avoid a crash that seemed nearly impossible.
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>be me, AI researcher >2026, every model scores 80% on ARC-AGI-1 >"we're basically AGI bro" >chollet drops ARC-AGI-3 >not even puzzles anymore >interactive game environments >no instructions given >agent has to EXPLORE and FIGURE OUT what the goal even is >mfw the model has to actually learn from experience >like a literal child picking up a new game >except children are better at it >best score on the planet: 0.37% >ZERO POINT THREE SEVEN PERCENT >gemini 3.1 pro got the high score >gpt 5.4: 0.26% >opus 4.6: 0.25% >grok: literally 0.00% >grok didn't even show up to class >$850K prize pool sitting there laughing >humans solve these first try >o3 and friends: "uhh let me think for 47 minutes" >still can't break 1% >"but my CoT reasoning is really good" >yeah bro your chain of thought is a chain of cope >turns out pattern matching on training data ≠ intelligence >who could have predicted this >chollet_vindicated.jpg >the "we're 2 years from AGI" crowd real quiet rn >mfw the benchmark name literally has "intelligence" in it >and none of the models have any
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"Hey, Claude, should I be worried about being too dependent on Cloudflare?" "If Cloudflare is down, half the internet is down anyway." Touché. Charging ahead at full recklessness speed then.
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Tanwa A. | Flight Notes retweeted

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“Just” Shit been out for a full year. Influencer. Tsk tsk.
Microsoft just changed the game 🤯 They open-sourced a tool that converts literally any file into clean markdown for LLMs in under 60 seconds. - Converts 10 file formats out of the box. - Run via command line, Python API, or Docker. - Built-in MCP server for direct Claude Desktop integration. 100% open source.
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Tanwa A. | Flight Notes retweeted
Join us at @openclaw Builders Bangkok! 🦞 SCB 10X is officially co-hosting this high-impact gathering for the AI builder community in Thailand. . Don't miss a session with Dr. Tanwa Arpornthip @flightcomms, Senior Advisor of SCB 10X, joining as a speaker to share deep insights into the evolving landscape of AI automation and agentic workflows.⚡️ If you’re building with AI or want to see how agents are changing the game, come hang out. . 📅 23 March 2026 | 6:00 PM – 9:00 PM (Bangkok time) 🎟️ Register now: luma.com/tupgy2ne #OpenClaw #SCB10X #AIAgents #BangkokTech #OpenSource
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My hammer is called Claude and everything looks very much like nails.
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Yes yes. Address poisoning me. I love free money.
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