One GPU to Train Them All
Big models just got personal. For anyone observing the rapid development of large language models (LLMs), a constant bottleneck has […]
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Big models just got personal. For anyone observing the rapid development of large language models (LLMs), a constant bottleneck has […]
Single GPU, 100 billion parameters. That’s the headline from MegaTrain, a new research framework announced in April 2026. This development,
MegaTrain’s Security Implications A new development in AI training could significantly alter the security space. Announced in April 2026, MegaTrain
A New Era for AI Development MegaTrain, announced in April 2026, presents a significant shift in how large language models
Big models on small hardware. That’s the core promise of MegaTrain, a new development that could significantly alter how we
Hey everyone, Pat Reeves here, back at botsec.net. Hope you’re all doing well and, more importantly, keeping your bots (and
Phoenix Checklist: 10 Things Before Going to Production I’ve seen 3 production agent deployments fail this month. All 3 made
Alright, folks, Pat Reeves here, back at you from botsec.net. Today, I want to talk about something that’s been keeping
7 Aider Development Mistakes That Could Impact Your Workflow I’ve seen 8 Aider implementation failures this month alone. All 8
Picture this: You’re sitting in a conference room watching two venture partners argue over a term sheet. One just wrote