CAPO Research

A cheat sheet to data structures, v/@PythonPr.

Hugging Face just made arXiv paper retrieval way better for AI agents. 𝚑𝚏 𝚙𝚊𝚙𝚎𝚛𝚜 [𝚜𝚎𝚊𝚛𝚌𝚑, 𝚛𝚎𝚊𝚍] turns arXiv into agent-ready markdown👇

👉 Si formas parte de la #URJC y tienes una actividad que te gustaría realizar, puedes enviarnos tu propuesta 𝐡𝐚𝐬𝐭𝐚 𝐞𝐥 𝟖 𝐝𝐞 𝐦𝐚𝐫𝐳𝐨 para la 𝐒𝐞𝐦𝐚𝐧𝐚 𝐝𝐞 𝐥𝐚 𝐂𝐮𝐥𝐭𝐮𝐫𝐚 𝟐𝟎𝟐𝟔. 💻 acortar.link/5nu45f ◼️ Deben ser gratuitas y de interés cultural.

“Your phone, your car, your home security… computer vision is watching everything.”

Many AI programs stay too theoretical, leaving students unable to train even one real model.

I've never felt this much behind as a programmer. The profession is being dramatically refactored as the bits contributed by the programmer are increasingly sparse and between. I have a sense that I could be 10X more powerful if I just properly string together what has become available over the last ~year and a failure to claim the boost feels decidedly like skill issue. There's a new programmable layer of abstraction to master (in addition to the usual layers below) involving agents, subagents, their prompts, contexts, memory, modes, permissions, tools, plugins, skills, hooks, MCP, LSP, slash commands, workflows, IDE integrations, and a need to build an all-encompassing mental model for strengths and pitfalls of fundamentally stochastic, fallible, unintelligible and changing entities suddenly intermingled with what used to be good old fashioned engineering. Clearly some powerful alien tool was handed around except it comes with no manual and everyone has to figure out how to hold it and operate it, while the resulting magnitude 9 earthquake is rocking the profession. Roll up your sleeves to not fall behind.

📣 SEXENIOS 2025 No te pierdas esta herramienta en Notebook LM basada en IA del Servicio de Biblioteca de la Universidad de Oviedo como apoyo para la preparación de los sexenios. Estupendo trabajo compañeros 👏👏 notebooklm.google.com/notebook/4681e…

Cena de una pequeña representación del grupo para ir despidiendo el año y entrar en el nuevo con fuerzas renovadas

For learning Mathematics, He is the BEST. Complete beginner friendly.

¿Por qué la región entre Zamora, León y Ourense arde tanto? No, no es para construir aerogeneradores, tampoco por ninguna de las teorías conspiranoicas que estamos leyendo. La explicación es más compleja… y menos cómoda para quienes buscan respuestas simples. 1/13

Grateful and excited to be part of this collaboration @KingstonECE @CapoResearch

Tenemos a @dmariaa70 y Laura Llopis en Kingston University fortaleciendo lazos para continuar enriqueciendo el proyecto

Some attendance stats from #CVPR2025 Paris 🇫🇷 Courtesy @david_picard

If you're an international PhD student at Harvard studying computer vision and your visa is cancelled, reach out to me or others in Europe. Don't despair. I'm sure we can find you a great place to carry on your research.

Tip for PhD students: join a frequent flyer program and stick with it. Science is international and you’ll travel. Earning status with an airline takes time but will make your travel experience easier and more pleasant. I started with Mileage Plus as a student in 1991 and have flown 2M miles.

¿Alguien recuerda a este CAPO? Liga 82-83...

Fabricada la pieza fundamental para accionar el freno.... Nuestro buga autónomo low cost sigue poco a poco su senda. En nada probando sensores y algoritmos de conducción @URJCcientifica @etsii_urjc

I am hiring a Student Researcher at Google DeepMind for 2025! 👩🔬 Interested in improving multi-turn optimization and reasoning capabilities of LLMs? 🧑‍🎓 Currently studying for a Bachelor's/Master's/PhD? 🧑‍💻 Have solid engineering and research skills? 🌟We want to hear from you!

The DeepSeek V3 model file is ~450 lines of code in MLX LM. Includes pipeline-parallelism and all. Good way to see how it all works.