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Justin Trugman
@justin_trugman
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Technical Cofounder 🚀 @betterfuturelab Building & Researching Multi-Agent AI 🤖 💬 🤖 Fmr VP Software Dev 🩺Caregility, GoogleX (🎈Loon)
NJ
Joined November 2021
It was a great time chatting with @ekzhu yesterday about how we built our AI Venture Analyst teams using @pyautogen at @betterfuturelab! Thank you @ekzhu @Chi_Wang_ and the rest of the Autogen team for the opportunity. Hopefully some of the lessons we learned a long the way are helpful to the Autogen community and the broader community building Multi-Agent Systems!
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O3 Mini is growing on me. I was diving into some work with Cursor, and I noticed that 3.5 Sonnet was struggling with an issue that I could easily spot: parsing Json. I kept testing 3.5 Sonnet to see if it could eventually detect and fix the problem, but it consistently got it wrong. Out of curiosity, I switched over to O3 Mini—and it nailed the fix on the very first try! This is especially interesting because, although I generally still prefer 3.5 Sonnet, this is the first time that O3 Mini outperformed it in a practical use case for me.
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RT @AnjneyMidha: From Stanford to MIT, deepseek r1 has become the model of choice for America’s top university researchers basically overni…
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@rileybrown_ai Interesting use of @cursor_ai Check out my guide for Coding as Fast as you think for diving in depth with ai code generation
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I’ve been getting a lot of questions about which AI tools are most helpful for coding, so I wrote a step-by-step guide on how I use AI to augment my development workflow. If you’re looking to integrate AI into your development process, this article could give you some ideas to get started. Check it out here:
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@KevinHenrikson Such a great interview question! I'm using a @GLiNetWiFi Mango OpenWRT router with a custom traffic steering and traffic shaping algorithm True engineers hyper optimize this stuff
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Educating the next generation is one of society’s most important responsibilities. But with states like NJ dropping basic reading & writing requirements for teachers due to shortages, it’s time to rethink how we teach. Imagine how many more students could be given an amazing education if qualified teachers had powerful AI tools🤔
New randomized, controlled trial of students using GPT-4 as a tutor in Nigeria. 6 weeks of after-school AI tutoring = 2 years of typical learning gains, outperforming 80% of other educational interventions. And it helped all students, especially girls who were initially behind
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RT @justin_trugman: @nvidia Used @notebooklm to make some sense of the 168 page rule -- super helpful overview
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RT @justin_trugman: @TrungTPhan @OpenAI O1 Estimates the Color change alone will cost $50 to $200 million • Red: Decreases by 13 (49 → 36)…
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@TrungTPhan @OpenAI O1 Estimates the Color change alone will cost $50 to $200 million • Red: Decreases by 13 (49 → 36) • Green: Decreases by 27 (114 → 87) • Blue: Increases by 24 (206 → 230)
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