
Tom Keldenich
609 posts

Tom Keldenich
@tokelde
Building customer-facing chatbot for a french bank in Paris




Every single security hole discovered by AI was already there.

Lots of love for Gemma 4! Team just told me it’s already had 10M+ downloads since last week’s launch. Gemma models have now been downloaded 500M+ times! Excited to see what you all are creating 👀



The fact that every scientific paper in 2026 is still uploaded only as fully formatted PDFs to academic archive sites that often limit downloads tells you everything you need to know about how quickly the scientific system is adjusting to the potential of AI to accelerate science

Ask Maps is now available to everyone in the U.S. and India. Here are six prompts to get you started. 🧵


couldn't tell this was AI until the very end



With RL (reinforcement learning), better models produce better training data. Better training data produces better models. It's not diminishing returns. It's a flywheel.

- Drafted a blog post - Used an LLM to meticulously improve the argument over 4 hours. - Wow, feeling great, it’s so convincing! - Fun idea let’s ask it to argue the opposite. - LLM demolishes the entire argument and convinces me that the opposite is in fact true. - lol The LLMs may elicit an opinion when asked but are extremely competent in arguing almost any direction. This is actually super useful as a tool for forming your own opinions, just make sure to ask different directions and be careful with the sycophancy.
















