Rich Sutton came to our zoom lecture today.
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June 2026
HP Inc. launches Frontier strategic partnership with OpenAI
HP Inc. scales its OpenAI Frontier partnership to deploy AI across customer experiences, software development, and enterprise operations.
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Evaluating long-term memory limits in stateless LLM chatbots — feedback needed [D]
Hi all, I’m working on a research project exploring how stateless LLM-based chatbots handle long conversations and whether important earlier information is still reliably retained over time. My idea is to: Run a chatbot using an LLM API without any external memory system Introduce key facts early in a long conversation Continue with many unrelated messages (hundreds of turns) Later test whether the model can still correctly recall those facts at different intervals I’m planning to measure recall […]
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RL for robotics: Where do you spend the most time outside of training?
Hey 👋 I’m doing a Cornell Master’s project to understand what actually slows down robotics teams once a policy is trained. Most papers focus on training. In practice, a lot of engineering seems to go into things like: – sim-to-real transfer – policy evaluation – debugging failures on hardware – testing and validation – building simulation environments – reproducing bugs – benchmarking new policies I’m collecting data from researchers and engineers working with RL, behavior cloning, VLA/VLMs, or […]
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Your Automation Followed Instructions. Your AI Agent Makes Decisions.
That Changes Everything Automation was created to do what it was told. It followed rules. Did the same things over and over again until something changed. Then there is Agentic AI. It gets what you want thinks about the good and bad and makes choices. This change is not about computers; it is, about how we work. It is when businesses stop asking, “Can the system do this?”. Start asking, “Can we trust what it decides?” In 2019 I worked with […]
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6 Claude Code Workflows That Have Nothing to Do With Code
The terminal tool everyone calls a “coding agent” can replace half your productivity apps. Here’s how you can put it to work. Continue reading on Towards AI »
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I shrank a transformer until every number fitted on the screen and made the weights editable [R]
I’ve been teaching myself how LLMs actually work, not at the API level, but down to the matrix multiplications. To force myself to really understand the forward pass, I first built a complete transformer by hand in a spreadsheet from embeddings through to the loss. Then I turned the forward pass into a web page so it’s easier to share. It’s a full transformer (single attention head, single block) shrunk to the smallest size where every single number […]
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The Two LLM Problems That Humbled Me Most — And How I Actually Fixed Them
Hallucinations and memory loss aren’t quirks you’ll grow out of. They’re built into how these models work. Here’s what finally helped. Continue reading on Towards AI »
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SynthID, marcas de agua y otras herramientas de la paranoIA
Sofía Pérez, de Newtral, me envió un correo para interesarse por mi opinión sobre la tecnología SynthID, creada por Google DeepMind como una forma de generar marcas de agua invisibles en sus contenidos de texto, imagen o de otros tipos, con el fin de poder detectarlas posteriormente y establecer si fueron o no creados mediante inteligencia artificial. Tras contestar a su correo, me puse a juguetear con la herramienta y la verdad es que me gustó lo que […]
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Exile Vector
:::info Astounding Stories of Super-Science January 1998, by Astounding Stories is part of HackerNoon’s Book Blog Post series. You can jump to any chapter in this book here. THE COUNT OF MONTE CRISTO – VOLUME 1 Astounding Stories of Super-Science January 1998: THE COUNT OF MONTE CRISTO – VOLUME 1 Chapter 9 – The Evening of the Betrothal By: Alexandre Dumas & Auguste Maquet ::: Villefort had, as we have said, hastened back to Madame de Saint-Méran’s in […]
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