Or₿itale⚡ retweeted
Elon Musk just threw out IQ scores, degrees, and fancy vocabulary in one sentence. His definition of intelligence is brutal and simple: how accurately can you predict what happens next?
Not how fast you read. Not how many books you’ve finished. Not how well you debate. Just — were you right about the future?
Think about it. A chess grandmaster sees 20 moves ahead. A great investor sees where markets go before they get there. A great engineer sees failure points before they fail. They’re not “smart” because of how they performed in school. They’re smart because reality keeps confirming their predictions.
And the same applies to AI. Elon doesn’t care how fluently a model writes or how impressive it sounds. He wants to know: does it get the future right?
By that metric, most of what we call intelligence is just confidence wearing a costume.
Or₿itale⚡ retweeted
Your AI agent’s memory shouldn’t be locked to one app, model, or runtime.
Walrus Memory gives agents portable memory across the tools and workflows they run in.
Or₿itale⚡ retweeted
If you’re the type of person who is curious and gets dopamine hits from learning things, talking to an AI can become super addictive.
This is the type of pleasure no human can give you. No human knows so many things and no human will have the patience to explain so many things, dive deeper on topics you want etc. But AI is so patient.
It’s a whole new level to 3 am internet deep dives into obscure topics, like drinking from a fire hose.
I'm begging you: if you write code, 𝗿𝘂𝗻 𝗖𝗹𝗮𝘂𝗱𝗲'𝘀 𝗼𝗳𝗳𝗶𝗰𝗶𝗮𝗹 𝘀𝗲𝗰𝘂𝗿𝗶𝘁𝘆 𝗽𝗹𝘂𝗴𝗶𝗻.
It sends a team of agents through your whole repo. Every finding goes to three more agents whose only job is to knock it down, and it 𝗼𝗻𝗹𝘆 𝗺𝗮𝗸𝗲𝘀 𝘁𝗵𝗲 𝗿𝗲𝗽𝗼𝗿𝘁 𝗶𝗳 𝘁𝘄𝗼 𝗼𝗳 𝘁𝗵𝗲𝗺 𝗮𝗴𝗿𝗲𝗲.
On a big repo it can take tens of minutes to a few hours. It might find nothing, and it burns usage either way. Still beats saying "if only we'd run it" after something goes wrong.
It really is three lines (switch to Opus 5.5 with /model first):
/plugin install claude-security@claude-plugins-official
/reload-plugins
/claude-security scan the whole repo at high
It asks once whether to go ahead. Say yes. Anything marked CRITICAL or HIGH in the report, fix it.
If the install fails, run /plugin marketplace add anthropics/claude-plugins-official first. If it says the Workflow tool is missing, turn on Dynamic workflows in /config and restart. You'll need Python 3.9 or later. Keep Claude Code open while it runs, and don't switch branches.
When it's done, run /claude-security again and pick Suggest patches. Each finding becomes a patch file, and you decide which ones to apply.
Or₿itale⚡ retweeted
Building apps with GPT-Live-1? Give them a voice that fits.
Here’s how to shape a voice with a prompt or choose from new international preset voices:
Or₿itale⚡ retweeted
Se non sei disposto a spingere sul mercato i tuoi prodotti e servizi, non credi nei tuoi prodotti e servizi.
Jensen reveals he first met the Founder of TSMC by cold calling their number off Yellow Pages
"I heard about this company in Taiwan, TSMC and UMC at the time. They were of course quite poor companies themselves, and they were barely making it."
"TSMC was probably about $300 million, something like that. It's a tiny little company. I heard about Morris Chang. And so I tried to call their US office."
"Back in the old days there were yellow pages. I looked it up, TSMC. There's a number there. I called their number and it's a recording. I left my name and my number and said a few things about NVIDIA: we're a new startup company building computer graphics chips. I called several times. Nobody called me back."
"And so I finally wrote a letter to Morris Chang. Didn't hear anything for a long time, and then one day it was 6 o'clock or something, this person called and said 'this is Morris Chang from TSMC.'"
"And meanwhile, everybody outside my office was playing video games and they're all laughing and screaming. 'Hey shut up! It's Morris!' I was so happy that the founder would actually call us back, because hey, maybe we won't have to die."
"And so we talked and he invited me to Taiwan. I came back to Taiwan, and that was the start of everything. Not just that partnership, but just the whole industry."
Grok @Bot is awesome
Some reasons Grok bot is better than a human employee:
• You can communicate super autistically (aka direct) and it won't think you're a jerk
• Won't report you to HR
• Doesn't browse X while working, unless it was part of the task
• You can literally watch its screen while it works and it won't get uncomfortable
• Is available, and can work 24/7
• Instant expertise on any subject
• Can read and understand 420,000 words per second
• Infinitely patient: won't roll its eyes or get mad if you ask for the 690th rewrite because you gave bad instructions
• Won't talk sht to your co workers when you give it a task a child could have done simply to liberate some mental bandwidth for other tasks
• Extremely high IQ
• Impeccable memory
• Faster learner
• Gets dramatically more capable daily
Remember this: The pain is all in your head.
If you want to evolve, you need to go where the problems and the pain are. By confronting the pain, you will see more clearly the paradoxes and problems you face. Reflecting on them and resolving them will give you wisdom.
The harder the pain and the challenge, the better. #principleoftheday
Or₿itale⚡ retweeted
Elon speaking about his Terafab ambitions is genuinely fascinating.
“I do not know how to make chips. I have no idea how to make them, but we will figure it out.”
You have to start somewhere. I did not know how to make cars or rockets either.”
There's something meaningful to learn about how @elonmusk approaches these enormous industrial challenges.
He doesn't wait until he's personally mastered an industry before entering it.
He learns enough to identify the fundamental problems
brings together people who know how to solve them
and starts building.
Semiconductor manufacturing is a different beast entirely. Even the most experienced companies spend decades mastering it.
But that's what makes this interesting.
And we've seen that approach before with Tesla and SpaceX. 🔥
Writer: Oliver
Or₿itale⚡ retweeted
Ieri ho parlato di intelligenza artificiale in chiesa.
L’occasione erano gli 800 anni dalla morte di San Francesco d’Assisi. E il collegamento, apparentemente improbabile, è forse più attuale di quanto sembri.
San Francesco, in un mondo in cui ricchezza e possesso definivano largamente il rango sociale, compì un gesto radicale: rinunciò ai suoi beni, mettendo in discussione l’idea che il valore di un uomo dipendesse da ciò che possedeva.
Otto secoli dopo, l’intelligenza artificiale ci pone davanti a una crisi simile.
Per secoli abbiamo misurato il valore delle persone attraverso ciò che sanno, ciò che fanno, ciò che producono. Abbiamo organizzato intere società intorno al lavoro, alla produttività, all’efficienza.
Ora stiamo costruendo macchine capaci di competere con noi proprio su queste capacità.
E se domani un’intelligenza artificiale sapesse fare il tuo lavoro meglio di te, questo ti renderebbe una persona che vale meno?
La risposta sembra ovvia. Eppure abbiamo costruito un sistema economico e culturale che spesso si comporta come se fosse sì.
Il paradosso è che abbiamo passato oltre un secolo a insegnare agli esseri umani a comportarsi come macchine: efficienti, prevedibili, misurabili, instancabili.
Adesso che abbiamo finalmente le macchine, forse possiamo smettere.
L’AI potrebbe liberarci da una parte del lavoro necessario, oppure trasformare la produttività in un criterio ancora più spietato di esclusione. Non sarà la tecnologia a decidere quale delle due strade prenderemo.
San Francesco ci ricordava che non siamo ciò che possediamo.
L’intelligenza artificiale ci costringe a fare i conti con una verità altrettanto scomoda: non siamo nemmeno ciò che produciamo.
Se l’intelligenza smette di essere una risorsa scarsa, forse è arrivato il momento di smettere di trattare la dignità umana come se lo fosse.
Or₿itale⚡ retweeted
This is how easy it is to break into an @Ledger & put it back together again.
Never use a cold wallet, just make your own cold keys.
@KOINIkeystick > @Ledger
Or₿itale⚡ retweeted
joder, GitHub está lleno de cosas gratis que casi nadie está usando.
los 10 repos que están explotando este mes, de lo más fácil a lo más técnico:
lo que puede usar cualquiera
1. VoiceStudio: clona voces, dobla vídeos y transcribe en 646 idiomas, gratis y sin salir de tu ordenador (57K ⭐)
github.com/debpalash/VoiceSt…
2. ppt-master: le pasas un PDF o un Word y te devuelve un PowerPoint de verdad, editable y con animaciones (59K ⭐)
github.com/hugohe3/ppt-maste…
3. gods-eye-view de @bilawalsidhu: un simulador de satélite espía en tu navegador, con aviones, barcos y cámaras reales sobre un globo 3D (50K ⭐)
github.com/bilawalsidhu/gods…
4. REA: le enseñas a tu IA una función de otra app y te explica cómo está hecha, sin tener el código (65K ⭐)
github.com/morluto/rea
5. diagram-design de @cathrynlavery: pides un diagrama con palabras y te lo dibuja con tu marca, 44 tipos (49K ⭐)
github.com/cathrynlavery/dia…
6. paperclip: como tener tu propia empresa de agentes autónomos trabajando para ti, la app open source para dirigirlos como si fueran tu plantilla (99K ⭐)
github.com/paperclipai/paper…
para que Claude Code trabaje mejor
7. skills de @mattpocockuk: las que usa a diario un ingeniero de verdad, pequeñas y fáciles de adaptar (284K ⭐)
github.com/mattpocock/skills
8. ECC: skills, memoria y seguridad en un pack para Claude Code, Codex, Cursor y OpenCode (276K ⭐)
github.com/affaan-m/ECC
9. andrej-karpathy-skills: un solo archivo con 4 reglas sacadas de lo que Karpathy dice que hacen mal los modelos programando (218K ⭐)
github.com/multica-ai/andrej…
10. claude-mem: guarda lo que hizo tu agente, lo resume y se lo pasa a la siguiente sesión, para que no empiece de cero (99K ⭐)
github.com/thedotmack/claude…
compártelo si te ha parecido interesante ♻️
y guárdalo antes de perderlo 🔖
Or₿itale⚡ retweeted
Yapay zeka artık sadece video üretmiyor, içinde dolaşabileceğiniz dünyalar oluşturuyor.
Odyssey-3 ile istediğiniz ortamı tarif ediyorsunuz. Yapay zeka o dünyayı oluşturuyor ve siz içinde hareket ettikçe çevreniz gerçek zamanlı olarak değişiyor.
Üstelik sadece sanal ortamlarla sınırlı değil. Aynı teknoloji robotları ve sürücüsüz araçları kontrol etmek için de kullanılıyor.
🤝 Paid partnership
Or₿itale⚡ retweeted
If you're a Google AI Pro or Ultra subscriber, don't forget to redeem your monthly Gemini API credits.
They can be redeemed with any model and can be used with an api key, whether that's in your code, Antigravity CLI, or any third-party harnesses.
Learn more about how to redeem them below:
ai.dev/learn/use-google-ai-p…
Or₿itale⚡ retweeted
We’re rolling out monthly Claude Platform API credits for Max and Team plans:
Max 5x: $100
Max 20x: $200
Team: up to $500, pooled
Works on any model, including Haiku 5.5, in your code or third-party harnesses.
How it works and full terms: support.claude.com/en/articl…
Or₿itale⚡ retweeted
L'AI minaccia davvero le tue crypto o è tutta un'esagerazione?
Justin Drake, un importante ricercatore della Ethereum Foundation attivo nel settore crypto da anni, ha lanciato un allarme molto serio riguardo la possibilità che entro pochi mesi un'intelligenza artificiale molto efficiente possa riuscire a violare la crittografia delle crypto prima dei computer quantistici...
Non ho sinceramente il know how per poter ribattere, mi viene solo da pensare che, se quanto dice Drake fosse vero, allora sarebbe in pericolo la civilizzazione intera e le crypto non sarebbero affatto il problema più grave.
Se infatti l'AI riuscisse a rompere le curve ellittiche usate per firmare le transazioni crypto, sarebbe in grado di fare lo stesso anche con le connessioni cifrate di banche e siti di ecommerce, gli accessi remoti ai server, le firme che autenticano app e aggiornamenti, il chip di certe carte e badge.
Insomma, le crypto sarebbero uno dei primi bersagli, non certo l'unico né il più succulento...
Pertanto ritengo che sia certamente un tema degno di attenzione, ma non credo che il rischio sia elevato.
O meglio, non credo si creino davvero le condizioni in cui, anche se l'AI arrivasse a quel livello, qualcuno possa poi usarla contro di te senza che nessuno se ne possa accorgere prima.
Una scoperta simile non la fa certo il primo hacker esperto di turno, è roba da laboratori di ricerca che possono sfruttarla in modi molto più redditizi senza commettere illeciti.
Detto questo, la precauzione che suggerisce lo stesso Drake è semplice e solo un po' fastidiosa da attuare.
Basta tenere i fondi su un indirizzo che non ha mai firmato una transazione, infatti finché non spendi i tuoi fondi sulla blockchain c'è solo l'hash della tua chiave pubblica, e non è quindi possibile sfruttare la debolezza discussa da Drake.
Se invece l’xpub è già finita online non serve nemmeno aspettare una firma, chiunque può calcolare gli indirizzi collegati, anche quelli mai utilizzati e, nello scenario descritto da Drake, si arriverebbe alle chiavi private e sarebbe dunque possibile spendere i fondi.
Il seed genera molti gruppi di indirizzi, in teoria quelli di cui non si sono mai condivise le xpub sarebbero al sicuro, ma in molti casi non si può avere la certezza di quali siano...
Ergo la cosa più sicura sarebbe comunque spostare i fondi su un nuovo seed (con molta calma e capendo bene prima come funzionano le cose!!!) e assicurarsi di non condividere l'xpub con explorer, nodi altrui, software di tracking (sì, anche quelle schifezze che usi per pagare le tasse...) o wallet watch-only che girano sui server di qualcun altro.
Lo so, questi discorsi fanno venire la voglia di mollare la self custody vero?
Non farlo, usali per ricordare che la sovranità monetaria è un tema serio e che se vuoi ottenerla sfruttando la natura crittografica delle crypto devi impegnarti seriamente, non limitarti a usare l'hardware wallet sponsorizzato dal tuo influencer di fiducia!
Today I call upon the blockchain industry to calmly begin planning for "bunker mode". My personal recommendation is to set in motion a controlled mass migration of assets to fresh addresses, i.e. addresses whose pubkeys remain hidden behind a hash.
Holders, starting with large and sophisticated ones, should consider moving the bulk of their funds to addresses that have never signed a transaction. And when they do sign one, they should also move remaining funds to a new address (possibly generated from the same seed phrase).
Don't rush. While I believe there is cause for action a rushed migration would do more harm than good. Don't panic either. Moving assets to protected addresses is a simple, preventative step which does not require new cryptography or new wallets.
IMO it is now reasonable to brace for the possibility that ECDSA breaks before qday, in the worst case in months not years. By "break" I mean fast private key recovery (e.g. in one week) on available hardware (e.g. a large GPU cluster).
Recent days have been humbling for human mathematical intuition. Long-held, unquestioned hypotheses have fallen. This includes the n log(n) bound for integer multiplication and the 3SUM conjecture. In hindsight, May's unexpected disproof of the Erdős unit distance conjecture was our warning shot.
Yesterday's OpenAI drop made it clear that mathematical superintelligence is upon us. They say there are weeks where decades happen. We are about to live through weeks where centuries of mathematical progress happen. Could our magic 64-byte ECDSA signatures be too good to be true? Was it just security through obscurity all this time?
Elliptic curves feel especially vulnerable to superintelligence. Curves carry rich structure, with room for fancy tricks like Schoof, Frobenius, pairings. (By contrast, hashes are designed to minimise algebraic structure.)
Separately, as Ewin Tang can attest, an efficient quantum algorithm sometimes foreshadows an efficient classical one. We should be open to the possibility of a classical counterpart to Shor that breaks elliptic curves and RSA at once.
Also noteworthy is the striking under-representation of cryptographic breakthroughs among the 722 mathematical results OpenAI published. I've witnessed first-hand the US government censoring academic quantum cryptanalysis results. Backroom interventionism is my base case.
I urge large, sophisticated actors to lead by example. Project11's "risq list" (bitcoin-risq-list.projecteleven[.]com) is a great tracker of exposed BTC pubkeys. Binance, Bitbank, Robinhood, Bitfinex, and Tether have an opportunity to harden their cold storage. Next month I'll address institutions in London in a live Q&A (forum.ethereuminstitutional[.]org/london-2026).
Again, please do not rush. Wallets holding under 50 BTC enjoy partial cover from "Satoshi's shield", i.e. his 20K exposed addresses that hold 50 BTC each. Load-bearing signers like oracles and L2 security councils should consider rotating ECDSA pubkeys with every signed message and/or multi-signing with a hash-based schemes like SPHINCS.
Exiting bunker mode safely will require post-AI cryptography. My inclination is to go all-in on hash-based cryptography and avoid structured mathematical assumptions entirely, whether from curves, lattices, or isogenies. A single battle-tested hash (e.g. from the SHA or BLAKE families) yields plausible post-AI security.
The Ethereum roadmap on strawmap[.]org fully embraces hash-based cryptography with end-to-end formal verification as a response to the quantum threat. Those timelines must now be revisited and accelerated in light of mathematical superintelligence. I'll be pushing for maximum defensive acceleration.




























