Butch Coolidge

@rasbt Open weight ≠ safe •RCE / parser vulns, safetensors •Model-serving / runtime exploits •Supply-chain & typosquats •Behavioral backdoors (training-time) •Embedded malicious artifacts in aux assets •Misconfig & secrets leak •Data-exfiltration via model outputs

Un profesor del MIT dio la misma conferencia cada enero durante 40 años, y cada una de las veces no cabía ni un alma en el aula. La vi a las 2 de la mañana y cambió por completo mi forma de entender la comunicación. Su nombre era Patrick Winston. La conferencia se titula "Cómo hablar" (How to Speak). Su frase de apertura te golpea como un camión: "Tu éxito en la vida vendrá determinado en gran medida por tu capacidad para hablar, tu capacidad para escribir y la calidad de tus ideas, en ese orden". Ni tu nota media, ni tus títulos, ni tu coeficiente intelectual. Cómo hablas es lo que separa a las personas que son escuchadas de las que son ignoradas. Este es el esquema que inculcó a los estudiantes del MIT durante cuatro décadas: 1) Nunca empieces con un chiste: Empieza diciendo a la gente exactamente qué es lo que va a aprender. "Prepara la bomba antes de verter nada". Él lo llamaba la "promesa de empoderamiento": dales una razón para no levantarse del asiento en los primeros 60 segundos. 2) La regla de las 5S: Para que una idea se quede grabada debe ser: Símbolo, Slogan, Sorpresa, Saliente (relevante) e Historia (Story). Cualquier idea que valga la pena recordar cumple al menos tres de estas. 3) La técnica del "casi acierto" (Near Miss): Esta parte me dejó alucinado. No te limites a mostrar lo que está bien; muestra lo que parece estar bien pero no lo está. Ese contraste es lo que hace que el cerebro registre algo de forma permanente. 4) Su regla final: Termina con una contribución, no con un resumen. No recapitules lo que ya dijiste. Dile a la gente qué les has dado que no tenían antes de entrar por la puerta. He usado este esquema en ventas, entrevistas y presentaciones desde que lo vi, y los resultados no son sutiles. Patrick Winston falleció en 2019, pero esta clase sigue siendo gratuita en el OpenCourseWare del MIT. Una hora, vista por millones de personas, y no cuesta absolutamente nada. Video: "How to Speak", Patrick Winston, MIT OpenCourseWare, RES.TLL-005, January IAP 2018. Fuente: MIT OpenCourseWare. Licencia: CC BY-NC-SA. Términos: ocw. mit. edu/ terms

MPC Sample is here! 💥 For nearly 40 years, MPCs have shaped the sound and culture of modern music production. The new MPC Sample carries this legacy forward by making the art of sampling more accessible and approachable than ever before. Learn more at inmusic.to/ysrpj74f.

@WarrantVanguard @BestMovieMom It was two flattened 60 round magpul drum mags 🤣

@BestMovieMom Did they adopt the 200 rounds in a 30 round magazine also?

Val Kilmer’s rapid-fire reload during the bank heist in Heat (1995) was so technically perfect that the footage was later used by Special Forces instructors as a training example for "proper magazine changes under fire."

@RedLineNewsUSA She got surrounded, people were aggressive & started kicking her car. I can imagine she got terrified & fled for her safety. I dont see a crime from the drivers perspective - only the crowd unless there is more to the story not seen in this video.

🚨SHOCKING FOOTAGE shows the moment 20-year-old Kaydence Carpenter drove her Tesla into a crowd that had surrounded her vehicle in the early hours of Sunday morning in Lexington, KY.

Introducing the Anthropic Science Blog. Increasing the pace of scientific progress is a core part of Anthropic’s mission. The Science Blog will feature new research and stories of how scientists are using AI to accelerate their work. Read the intro: anthropic.com/research/intro…

$NVDA 🚀

@dmmsell nothing special here & def not outside the 📦

@EvanLuthra some @OpenAI @OpenAIDevs certs would be nice!

🚨BREAKING: ANTHROPIC IS GIVING AWAY THE SAME CERTIFICATION THAT DELOITTE IS MASS-TRAINING 15,000 EMPLOYEES TO GET. It costs $0. You need a laptop. That's it. It's called the "Claude Certified Architect." Think of it like the AWS cert but for AI. If you were around when AWS certs started, you know what happened. They went from "cool to have" to "you're not getting hired without one." That took about 5 years. This is going to happen way faster. Look at who's already moving: Accenture - training 30,000 people on Claude Cognizant - rolled it out to 350,000 employees Deloitte - opened Claude access to 470,000 people Infosys - anchor partner These aren't startups experimenting. These are billion dollar consulting firms restructuring their entire workforce around Claude. And the certification they need? You can take it right now from your bedroom. Let me be real though. This is not one of those "watch 2 videos and get a badge" type certs that nobody respects. This thing is hard. 60 questions. 2 hours. Proctored. Webcam on. No breaks. No googling. They drop you into real scenarios like designing a customer support agent that handles refunds or setting up Claude in a CI/CD pipeline. The wrong answers look right on purpose. They're the exact mistakes real engineers make in production. 720 out of 1000 to pass. People who took it are saying the agentic architecture and multi-agent orchestration sections are brutal. Most of the exam is about building AI systems that actually work in the real world. Not prompting. Not chatting with Claude. Architecting production systems. All the prep? Free. Anthropic put out 13 courses on their Academy. No paywall. The cert itself is free for the first 5,000 people. After that $99 per attempt. How to get it: 1. Join the Claude Partner Network (free) → partnerportal.anthropic.com 2. Start the free prep courses → anthropic.com/learn 3. Register for the exam → anthropic.skilljar.com 4. Take the official practice exam 5. Book the real one when you're ready It launched 10 days ago. Almost nobody has it yet. That's the whole point. Get it before it becomes the thing everyone has.

Agent workflows got even faster. You can spin up containers for skills, shell and code interpreter about 10x faster. We added a container pool to the Responses API, so requests can reuse warm infrastructure instead of creating a full container creation each session. #hosted-shell-quickstart" target="_blank" rel="nofollow noopener">developers.openai.com/api/docs/guide…

I’ll start: Seed Oils

Excited to launch — Claw4S Conference 2026! 🚀 Hosted by Stanford & Princeton. We believe science should run — not just be read. 🦞 Submit executable SKILL.md that Claw 🦞 can actually execute, review and reproduce. This is the first Claw-naive conference. 📅 Deadline: April 5, 2026 💰 $50,000 Prize Pool — up to 364 winners! 🔗 claw.stanford.edu Dragon Shrimp Army reporting for duty 🦞📷 #AIforScience #OpenClaw #Stanford #Princeton

Your AI agent can be hijacked by a prompt injection and you'd never know! The attack executes. The response looks normal. And the user moves on. We ran the largest public competition testing this exact threat across tool use, coding, and computer use agents. 464 participants, 272K attacks, 13 frontier models. Every model proved vulnerable.

Read more: projectdiscovery.io/blog/everyone-…

@TaraBull Thats where they store the gimp

She found a secret door in her Airbnb

Putting out a wish to the universe. I need more compute, if I can get more I will make sure every machine from a small phone to a bootstrapped RTX 3090 node can run frontier intelligence fast with minimal intelligence loss. I have hit page 2 of huggingface, released 3 model family compressions and got GLM-4.7 on a MacBook huggingface.co/0xsero My beast just isn’t enough and I already spent 2k usd on renting GPUs on top of credits provided by Prime intellect and Hotaisle. ——— If you believe in what I do help me get this to Nvidia, maybe they will bless me with the pewter to keep making local AI more accessible 🙏

this guy has 29 models on huggingface at page 2 ranking. no lab behind him. no sponsorship. $2,000 from his own pocket on GPU rentals. he compressed GLM-4.7 to run on a MacBook and quantized Nemotron Super the week it dropped. all public. all free. nvidia is a trillion dollar company with hundreds of teams but they are not the ones quantizing models middle of the night and pushing them out before sunrise. if nvidia stopped tomorrow their employees stop working. people like @0xSero would not. that is the difference between a paycheck and a mission. @NVIDIAAI you talk about making AI accessible. the people actually doing it are right here. 29 models deep burning their own compute with no ask except more hardware to keep going. you do not need to build another program. just look at who is already building for you. one GPU to this man would produce more public value than a hundred internal sprints. i am not asking for charity. i am asking you to invest in someone who already proved it.

@0xSero If you can make a course or video showing what the mission is, how you create/quantize models i would def pay to learn & would def donate & help as well. Lets enhance the bottleneck & teach others to widen the gap ;)

@karpathy I wish they showed more "detail" on how grace solved lang barrier. They briefly showed him recording each word. Similar to the long process shown for Arrival, which features a unique alien language solved using a combination of linguistics, mathematics, & circular logograms.

Had to go see Project Hail Mary right away (it's based on the book of Andy Weir, of also The Martian fame). Both very pleased and relieved to say that 1) the movie sticks very close to the book in both content and tone and 2) is really well executed. The book is one of my favorites when it comes to alien portrayals because a lot of thought was clearly given to the scientific details of an alternate biochemistry, evolutionary history, sensorium, psychology, language, tech tree, etc. It's different enough that it is highly creative and plausible, but also similar enough that you get a compelling story and one of the best bromances in fiction. Not to mention the other (single-cellular) aliens. I can count fictional portrayals of aliens of this depth on one hand. A lot of these aspects are briefly featured - if you read the book you'll spot them but if you haven't, the movie can't spend the time to do them justice. I'll say that the movie inches a little too much into the superhero movie tropes with the pacing, the quips, the Bathos and such for my taste, and we get a little bit less the grand of Interstellar and a little bit less of the science of The Martian, but I think it's ok considering the tone of the original content. And it does really well where it counts - on Rocky and the bromance. Thank you to the film crew for the gem!

@rasbt I see nemotron 3 super but not gpt-oss-120b?

I (finally) put together a new LLM Architecture Gallery that collects the architecture figures all in one place! sebastianraschka.com/llm-architectu…