I read filings, price sheets and model cards, then set one dated fact against another. No hype, primary source attached.
Three recent findings from The AI Realist 🧵
Every "AI expert" and their grandmother has now announced Kolibri as Europe's DeepSeek moment. It's a complete misinterpretation, and it shows that none of them opened the report.
A DeepSeek moment is matching the frontier at a fraction of the cost. Kolibri has the fraction of
Emmanuel Moulin, the governor of the Banque de France warns that the country risks being “strangled by interest rates” if it does not act to clean up its public finances
Just when the bond market needed another reason to resume selling.
An open-weight model is one I can download. Beam is not one yet.
@reflection_ai says the weights will come "this month". Today, there is a waitlist.
GLM 5.2, the model it compares itself with, is on @huggingface under an MIT license.
Introducing Beam: a highly efficient agentic open model with 501B total parameters and 23B active.
- Frontier reasoning efficiency
- Advances the Western open frontier on coding & agentic tasks
- Trained end-to-end from scratch
Full weights release this month.
Learn more about
My uv cache was 33 GB. I had no idea.
Told Claude Code: "use ccmd to clean up my cache."
Using the built-in MCP server, it scanned 75 GB across 19 caches, previewed safety levels, deleted only what I could re-download, and left my HF models alone.
39.7 GB freed, one prompt,