Paul Novy

@sama Dang.... 've just upgraded to PRO because 0%

if this tweet gets 1 like, tibo will reset codex rate limits

@lukas_m_ziegler You don't need 200+ DOF humanoid to finish complex tasks.

pitch me your robotics startup in one line

@d_foubert The majority of poles that emigrated to UK after 2004 were not the sharpest tools in the shed. Yet, they were still praised for craftsmanship and work ethics. Let that sink in. Well deserved.

Do you remember the time when Polish 🇵🇱 migrants were a big issue for the Brits? It's not even so long ago... Are the Brits 🇬🇧 so stupid that they deserve what's happening to them? The Poles are back in Poland and the main thing they took with them is contempt.

@steipete How do you manage multiple machines/instances interoperability? Where is the source of truth and current state of the ecosystem?

People freaking out over my AI spend. What nobody sees: Part of what excites me so much about working on OpenClaw is that I'm trying to answer the question: How would we build software in the future if tokens don't matter? We constant run ~100 codex in the cloud, reviewing every PR, every issue. If a fix on main lands, @clawsweeper will eventually find that 6 month old issue and close it with an exact reference. We run codex on every commit to review for security issues (as it's far too easy to miss). We run codex to de-duplicate issues and find clusters and send reports for the most pressing issues. We have agents that can recreate complex setups, spin up ephemeral crabbox.sh machines, log into e.g. Telegram, make a video and post before/after fix on the PR. There's codex that watch new issues and - if it fits our documented vision well, automatically create a PR of it. (that then another codex reviews) We have codex running that scans comments for spam and blocks people. We have codex instances running that verify performance benchmarks and report regressions into Discord. We have agents that listen on our meetings and proactively start work, e.g. create PRs when we discuss new features while we discuss them. We build clawpatch.ai to split all our projects into functional units to review and find bugs and regresssions. We do the same split for security with Vercel's deepsec and Codex Security to find regressions and vulnerabilities. All that automation allows us to run this project extremely lean.

@GoodfireAI It's probably unrelated... Gpt image-2 (preview) could almost flawlessly envision complicated rubiks cubes states. Now, it is miserably failing (just like previous image models) on 3x3.

Neural networks do math by rotating shapes. We found a shape-rotating calculator hidden inside an LLM – and it’s used for more than just math! (1/6)

@thsottiaux @0xSero @ajambrosino @edbayes I wish 5.5 could deliver such high quality fronts. Now I am delegating frontend solely to other models.

@0xSero @ajambrosino @edbayes 👀

@MrMireaux @MarekLangalis Do kręcenia gałkami w mikserze nie potrzeba doktoratu z analizy sygnałów. Przeciętnie pojętnego gościa można pewnie nauczyć tego w miesiąc tylko się nie chce. Wysokie stawki to od eventu 300 pln i tylko w sezonie?

@MarekLangalis U mnie wciąż nie ma na rynku pracy ludzi, których mi potrzeba. Wąskie specjalizacje, bardzo mocna wiedza merytoryczna, konkurencja trzyma kadry jak złoto w skarbcu, stawki bardzo wysokie. Nie ma kim wakatów obsadzić.

Naprawdę uważajcie tam na siebie na rynku pracy. Do nas do firmy znowu zaczęły spływać życiorysy bez rekrutacji, ludzie przychodzą też z ulicy pytać o możliwość zatrudnienia. Coś tam niedobrego się dzieje, nawet jeśli w statystykach jeszcze tak bardzo tego nie widać. Kolega, co odszedł z dyrektorskiego stanowiska trochę spróbować sił na swoim, po pół roku jak chciał wrócić na rynek pracy to następne pół roku szukał i w końcu znalazł za stawkę jaką miał u poprzedniego pracodawcy rok wcześniej. I cieszył się jak dziecko. Pewnie w każdej branży inaczej - ale to chyba nie jest moment, żeby pójść do szefa i powiedzieć: "a teraz to mi lotto". Ja będę zatrudniał maj/czerwiec 😉, ale my to idziemy swoim torem i małą łyżeczką czerpiemy z rynku, bo chochlą to się można udławić.

@CintanyaMediaku I want to know if his dentist has available slots.

Skills passed down for generations. Ancient survival skills hit differently when you see them in real life. I thought he was just scraping bark…

@sama Whole Genome Sequencing pipeline. ~ mln LOC, bilions tokens burned. Still in the making.

i would like to talk to people who have built amazing things with 5.5 that weren't possible with earlier models. i am especially interested in examples that took ludicrous token budgets. thanks.

@levelsio Standalone heat recovery system with built-in hepa3. Available in Poland.

I still haven't solved the CO2 bedroom challenge You open the window and you wake up from a 6am garbage truck or barking dogs and sunlight You close it, you suffocate in 1200 ppl at 5am I guess you really need some mini tube in your wall with a vent that opens and closed based on internal CO2 but how do I build that?

@LottoLabs I am literally doing that now. In some industries, data can not leave the premises, but local AI has a real applications that can massively speed up for example back office work.

If you optimized a suite just to finetune and serve qwen 27b with all sota inference tricks And sold that as the brain with a OS agent to companies You’d literally print money in the next 6-12 months

@CardilloSamuel Double conversion UPS is a must in a high draw applications.

aside from my last gen threadripper, my numerous 6000 pro blackwell or my dgx spark, the most important piece of equipement - which should be yours as well - is an ups. not only to protect your hardware from potential outage but also power surge when you're pulling hundred of watts concurrently this will save you money and give you ease of mind. you do not want to loose thousand of dollars "just because" you got lazy on one piece of hardware.

@openclaw Aaaaand it's broken. Spend few hours trying to troubleshoot then rolled back to 23.

OpenClaw 2026.4.26 🦞 🎙️ Google Live Talk 🦙 Better Ollama/local models 🧳 Bring over Claude + Hermes setups 🔐 One-command Matrix E2EE Big release. Local models eat well. github.com/openclaw/openc…

@jun_song @XiaomiMiMo I'm also in.

방금 @XiaomiMiMo 의 무료 100T 토큰제공에 선정되었습니다. 새로운 모델을 마음껏 테스트해볼 수 있다니 정말 좋네요. 여러분도 신청해보세요. 🔗⬇️

@luciascarlet @Dimillian Codex sitting idle just after startup tries to go supersonic with my laptop fans.

Codex and Obsidian are what happens if you let people with actual taste and skill write an Electron app

@The_Only_Signal And then there is me with 7kW x 3 phase 230V with 8kW PV and battery bank. Energy rich but GPU poor.

Current 2x RTX 6000 build during an extended bench test. CPU at 100% and both GPUs at 100%. Recorded for noise and thermals documentation. This is as loaded as I can get it on the 1600w titanium PSU. Pulling ~1650w at the wall. People were interested in how the air cooled HX on the CPU would hold up so wanted to document. Cruises at about 95c even with the GPUs going nuts. Had to cap GPUs around 535w for the test, that was just being safe with the PSU ceiling (got within 50w of the PSU hard cap) and I wanted to put maximum emphasis for this test on the CPU cooler under full load at the full 350w draw with GPU exhaust hitting it. It genuinely holds up like a champ. It feels like my limits with this build at this point are power not thermals.

@jun_song There are fake laptops for cats with heater.

고양이가 맥북 위에 올라가지 못하게 하는 효과적인 방법은 무엇이죠? 저는 지금 심각한 문제를 겪고있어요.

@LukaszzChojecki Brytyjska marynarka jest w opłakanym stanie.

Cały system i status wysp Falklandzkich, budowany od lat, właśnie rozpada się na naszych oczach po jednym e-mailu Pentagonu. Doprowadziła do tego administracja USA, tworząc nowy, nie jeszcze kryzys, ale bardzo niepewny status w regionie. #Falklands #Argentina 1/4

@DrNikhilMD MTHFR mutation.

Patients taking Vitamin B12 for months… Still showing low B12 levels on repeat tests What are we missing?👇

@HansAmato Step 1 Don't drink. Step 2 PROFIT

Hangovers getting worse every year has nothing to do with getting older At 21 guys drink all night and function the next day. At 28 three beers on a Friday ruins the entire weekend Everyone says "you're just aging bro" No. The liver is failing to process alcohol because it's already overloaded dealing with an inflammatory shitstorm happening in the gut 24/7 The liver has a processing queue. Alcohol goes in, gets broken down into acetaldehyde, then cleared. Quick. Clean. Done But when the liver is already maxed out processing endotoxin from a damaged gut lining, clearing inflammatory byproducts from processed food, dealing with 4 coffees on an empty stomach By the time alcohol enters the queue there's no capacity left Acetaldehyde sits in the system 3-4x longer than it should. That's the compound causing the headache, nausea, brain fog, dread. Not more of it from drinking. Just clearing it slower because the liver is drowning The "hangxiety" the next day isn't psychological It's a glutamate rebound. Alcohol suppresses glutamate (that's the relaxed feeling). When it wears off, glutamate surges back. If baseline GABA is already depleted from chronic inflammation, there's zero buffer for that rebound Pure unregulated excitatory activity in the brain for 12-36 hours That Sunday anxiety lying in bed convinced everyone hates you and life is falling apart? Neurochemical. The brain has no inhibitory tone to counterbalance the glutamate flood This is why some people get wrecked after 2 drinks while others handle a full night out fine. The difference is gut health and liver capacity What actually helps: - Fix the gut first. Lower the baseline endotoxin load so the liver isn't already at 90% capacity before a single drink - Magnesium before bed on drinking nights. 400mg glycinate. Alcohol depletes magnesium aggressively. If levels are already low going in, the hangover is 3x worse - NAC 600mg before drinking. Supports glutathione production which is what the liver uses to clear acetaldehyde. Before, not after - Full meal before drinking. Never drink on an empty stomach. Food slows absorption and gives the liver time to process in waves instead of one hit - Activated charcoal before bed. Binds toxins in the gut before they reach the liver. Won't eliminate the hangover but cuts the toxic load - Fix the baseline. The guys who "handle their alcohol" don't have stronger livers. They have lower inflammation, better gut health, and more capacity available when the alcohol arrives Hangovers getting dramatically worse over the last few years isn't aging It's the gut and liver sending a progress report on how fucked they are. The hangover is the symptom. The inflammation underneath is the disease DM me "REPORT" for the custom health report here's what you get: - full symptom and history mapping specific to you - the most likely biological root causes behind what you're feeling - exact labs to order and how to read the results yourself - a prioritized protocol: what to fix, in what order, built around your body not a generic PDF. not a supplement list. a personalized breakdown of what's actually wrong and how to fix it the report your doctor would give you if he had 4 hours instead of 13 minutes