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natepacyga

@natepacyga

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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More from natepacyga

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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natepacyga

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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natepacyga

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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natepacyga

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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natepacyga

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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natepacyga

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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natepacyga

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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natepacyga

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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natepacyga

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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natepacyga

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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natepacyga

PhD is not just science, it’s project management and stress mitigation combined. Our DCs Marlene, Sara, Philippine, and Pauline get candid about what’s like to be a HUMAN PhD while keeping their sanity and stress levels in check. 👇 What's the most underrated stress-management tip you swear by?

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JD Vance responds to questions about a proposed compensation program and related lawsuit concerns, saying eligibility is open to anyone who applies, including Hunter Biden.

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is on KABF.org right now playing Parle Voius by Aktu el Shabazz feat. Ilajide

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MAN v FAT Football – Hull Looking to lose weight and get back into football? Come and join us. 📍 Every Tuesday ⏰ 7:00pm – 8:30pm ⚽ 7-a-side matches 👥 18+ (no upper age limit) We combine football with weight loss in a competitive, supportive league. 🌐 www.manvfatfootball.org⁠�

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🏡 See your patio or driveway before you commit. Swap materials, patterns and colours on screen and preview the finished look. Design with confidence. https://ukpavingtalkgroup.com/go/rkas

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CA Service Corps members were recently at Eaton Canyon working with volunteers to help in the fire recovery by removing invasive plants so natives could regrow in the burned area. Learning to identify invasive, non-native plants is part of the process. 🪴✨ Get involved at CAServiceCorps.com.

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California Volunteers, Office of the Governor

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🚨The Pentagon is asking for another $1,500,000,000,000 in taxpayer dollars. The Air Force is asking for $338,800,000,000 — a $92,500,000,000 budget increase. These are big numbers, but they will never become abstractions to me. Public trust depends on clean audits.

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History’s most famous trial, in bronze. 🏛️⚖️ Struck under Herod the Great and Pontius Pilate, these coins represent the collision of Roman power and Judean tradition. A physical witness to the era that changed the world forever. Starting at $XX.XX. 🪙🕊️ Shop the legacy: Kinzercoins.com

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We are not complicit.

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MantaHunk 🌎🏳️‍🌈☮️🟧

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It’s been 11 years since the release of Crypt of the NecroDancer, and to celebrate, we have a very special guest joining us on Nintendo Switch and PlayStation. Welcome to the Crypt, Shovel Knight! 🤝 @yachtclubgames.bsky.social

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This fucking guy pisses me off. He tosses out the basic principles of economics. He doesn't that shit to cover for Dear Leader...

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5-14-2026 This is one of the most horrifying things of 2026. Yes, just one of. Cr; @holden_onto_truth

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On May 23rd mentors and youth will have a reely fun day, as they hit the water for the Big Brothers Big Sisters Niagara Fishing Derby. FULL SEGMENT: www.chch.com/morning-live...

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Everyone's celebrating AI investment. But the supply chain index just hit its highest point since 2022. The boom and the warning are happening at the same time. zurl.co/8b2mb #economy #AIbubble #markets

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Remembering Burt Bacharach on his birthday. Here he is driving around London in 1965

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Birmingham 81

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A NYC pop-up just opened displaying all 3.5 million pages of the Epstein files

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[Repost] Ghost Momma's Kisses 🖤 #erma #indieanimation

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Join us at the NEC Birmingham on 12-13 October 2025 to connect with over 8,700 pharmacy professionals! Whether you're showcasing innovative products or exploring the latest in pharmacy services, this is the place to be. Check out the full video here: youtu.be/wkQAdtG5nf8?...

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It began much earlier than that. "Network" by Sidney Lumet contains a scene that discusses the issue - and it was made 50 years ago. Decades prior, Walter Lippmann and Edward Bernays wrote of the need to concentrate matters concerning decision making within a "specialised" minority of society.

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And we’re having the exterminators come in next week, so you might need to wear a gas mask for a few days… yeah, so if you could just get some plastic and cover up all the files, that’d be great.

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© 2026 Matt Thompson. All Rights Reserved.

The east coast man scream! 😄😄 Big kitty wasn’t playing around! 😾

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🇨🇦🇨🇦 Proud Canadian 🇨🇦🇨🇦

🇺🇦🇷🇺 In the past week, more than 2,300 drones, nearly 1,560 guided aerial bombs, and 108 missiles were launched at Ukraine by Russia, as attacks show no signs of being slowed by Putin.

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Just a quick #screenshotsaturday with cool Mech combat from my solo developed game: Temple of Eternal Suffering 👇 #indiegame #gamedev #Mecha #scifi

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Bandai Bridge Niigata from Media Ship, Japan #Japan #Nippon

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Japan CamBot

For anyone who’s ever wanted to live inside one endless summer. 🌸🏖️ On a French resort island in 1985, six teenagers navigate friendship—until tragedy shatters their golden season. The Summer Boy by Philippe Besson is an unforgettable story of youth and heartbreak. 💔 https://bit.ly/3Rs4QcA

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Scribner Books

Series B, Episode 13 - Star One SERVALAN: Obviously, someone is trying to destroy the Federation, now perhaps it's you. DURKIM: Why would I want to do that? https://blake.torpidity.net/m/213/115

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Lego Star Wars Build I made so I can put my mini figures in :3

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Nerd Chic Boutique

Aufstieg hin oder her. Vom Schalker Herzen faseln, aber nichts für Rudi machen. Beschämend. Danke an Ender Ulipinar, der mit königsblauen Blut das geschafft hat, was der Verein nicht schaffen konnte oder wollte. #S04

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