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natepacyga

natepacyga

@natepacyga

21 videos

AI isn't the magic bullet executives thought it was. Companies are laying people off expecting AI to solve everything instead of upskilling their teams on these tools. We need investment in training, not just cutting headcount and hoping for productivity gains.

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Sheryl Sandberg says 10-year career plans are dead because of AI. As a self-taught engineer, I've always thought college wasn't necessary for tech careers. Interesting to see execs finally admit what many of us already knew about the changing workforce.

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AI wrote my 15k line routes file then told me it was a mess and needed refactoring. When I said "you built that," it basically shrugged and fixed it anyway. Architecture still matters because even AI works better with smaller context windows.

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Someone built an algorithm to find inactive Bitcoin wallets, reported them as lost property to NYPD, and is suing to own $286 billion worth. No private keys, just wants a court order. The most audacious (and impossible) Bitcoin lawsuit ever.

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Scammers are getting scary good with AI. Set up a family code word for voice messages. Don't click email links even from people you know (check the URL in your browser's lower left). PDFs from friends? Sus. Always verify first.

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Researchers found that hackers can hide inaudible sounds in podcasts and videos that hijack AI voice assistants on your phone. The audio is completely undetectable to human ears but tricks AI into unauthorized actions. Pretty wild attack vector most people have never heard of.

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Bernie wants the public to own 50% of AI companies and honestly he's right. These companies built their models on humanity's collective knowledge and creativity then locked us out of the profits. We should get our cut whether through ownership or UBI.

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AI just solved 9 unsolved math problems that have stumped researchers for years. For a few hundred dollars. This is what I want to see more of (not just chatbots making mediocre content). Real breakthroughs in science and math that actually advance human knowledge.

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NPM malware is now targeting AI developer tools like VS Code plugins. This isn't just hitting big companies anymore, it's coming for anyone using these tools. The combination of AI coding and blind package installs is creating a security nightmare we're not ready for.

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Can't find Claude Opus 4.8 in your VS Code extension? You need to manually edit your settings.json file (found in users folder under .claude settings.json). Change it to "claude-opus-4.8" and it'll show up in your model selector. IDE doesn't make this obvious.

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Tried Claude Opus 4.8 for a one-shot FPS game build. First attempt had weird bugs (mystery object was actually the gun) but after just a few prompts got a working wave-based shooter. Not perfect on first try but pretty impressive for minimal effort.

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Opus 4.8 just dropped with dynamic workflows that spawn parallel sub-agents in a single session. The big win is it can handle massive code migrations across hundreds of thousands of lines from start to merge. Just migrated my own project without it though and it went well.

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Anthropic just dropped Opus 4.8 with Dynamic Workflows that spawns multiple agents to check their own work. The crazy part? They helped rewrite BUN from Zig to Rust (750k lines) in 11 days with 99.8% test pass rate. Big companies get early access while we wait.

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Claude Opus 4.8 just dropped and people are split on whether it's a major upgrade or just incremental improvements. Agentic coding bumped up 5% with other benchmarks seeing modest gains. But the real story is Mythos dropping in weeks and apparently no system is safe from it.

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Google's Cloud Code just added a slash goal command that lets you give it project goals and watch it work. Haven't tested it yet but thinking about prompting it to build entire games. The real power is probably in detailed prompts, not one-liners.

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Amazon employees are gaming AI usage quotas through "token maxing" with leaderboards tracking fake usage. If a big chunk of AI consumption is just performative box-checking, how reliable are the demand metrics driving billions in infrastructure spending?

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Meta laid off thousands after installing mouse and keyboard tracking software to train AI. Employees protested with flyers at offices. Zuckerberg says he takes full responsibility but that doesn't pay bills or undo the surveillance.

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Anthropic launched Agent View for Claude - now you can see what your AI agents are doing instead of staring at mystery tabs. Shows session status, responses, and lets you jump back into waiting conversations. Game changer for developers.

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Big tech laying off workers while claiming AI will replace them is backwards. AI needs skilled people to work properly. Companies should upskill their workforce to use AI tools effectively instead of mass layoffs. #AI #TechLayoffs #Upskilling

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Elon Musk lost his OpenAI lawsuit on a technicality - statute of limitations. His lawyers missed the 3-year deadline to file. How do you pay top legal fees and miss something that basic? Could have saved everyone time and money with better planning.

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Anthropic gets $200M from Gates Foundation for AI in global health, education, and economic mobility over 4 years. Given AI's massive impact, this funding feels like just the start. Wonder where all that billionaire money actually goes.

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