An extremely intensive and 100% free AI training program for engineers. 🛡️

Austin, TX
This is Gauntlet AI.
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When your FDE leaves, everything they learned about your business goes with them. Stop by Gauntlet HQ during #AustinTechWeek for a conversation between Aater Suleman of Vixul and @Austen on who should own that knowledge, and how to lock it in before the engagement starts. Tues, Oct 27, 1 PM CT: buff.ly/1MknIj6
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If your interview still tests writing code from memory, you’re grading the part AI already does. Oracle’s Kay Malcolm goes live with Gauntlet COO Brett Johnson this Wednesday, Oct 21, at 12 PM CT / 1 PM ET, on how to spot AI-first developers before you hire.
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A new UNSW study tested students twice: once on what they shipped with AI, and again on what they kept. The results, plus how Adrian Harwood’s team at Manchester responds 👇 via @TheLeadDev: buff.ly/6Jpyv3F
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Everyone thinks AI adoption is stalling because of cost.It’s stalling because nobody can review 1,284 AI outputs. Here’s what to review instead.
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Every job post says AI-first. Almost nobody can define it. Oracle’s Kay Malcolm and our COO Brett Johnson on what the developer job became and how to hire for it. Free, Wed Oct 21 at 12 PM CT: buff.ly/iQEbjER
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OpenAI’s Codex team merged about 1,500 PRs without writing a single line of code by hand. The breakthrough wasn’t a better model. It was everything they built around it. Sources: buff.ly/VNGfW47 and buff.ly/t4xGsK4
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Tools alone don’t change how a team works. Our CTO @ashtilawat on what does. Full recap: buff.ly/xdyeqoK
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Houston, Oct 15. Our CTO @ashtilawat is in town for two events. 11 AM: Engineering Leaders Lunch buff.ly/r7YpUjK 6 PM: Beyond Vibe Coding Build Lab with Houston AI Club buff.ly/0FPdhZM
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Building with AI is one skill. Explaining it in an interview is another. After Part 1, Night School Part 2 with Byron Mackay is free and live on Wed, Oct 14 at 5 PM CT. Save your seat: buff.ly/3oKKITj
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How does a neural network actually learn? At Night School, Aaron Gallant, Gauntlet's Lead Instructor, built and trained one from scratch in a free Google Colab notebook. Here's what he covered:
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"Accuracy means nothing without a baseline, and the wrong kind of error matters." He also covered MNIST image classification, confusion matrices and baseline comparisons.
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Yesterday we joined @AustinChamber for State of Talent & Education. It was a full room working on one question: how people get from the classroom to a career. Thanks to @TexasMutual for presenting.
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