what even is “running a model”? - model = weights (giant files, 2–140GB) + model architecture (transformer) + tokenizer + config - weights: the model’s “knowledge”, billions of learned numbers (parameters) - inference = “guess the next token, over and over” - you give it a…
AI engine that automates complex workflows by visually understanding documents
From the Hierarchical Reasoning Model (HRM) to a new Tiny Recursive Model (TRM). A few months ago, the HRM made big waves in the AI research community as it showed really good performance on the ARC challenge despite its small 27M size. (That's about 22x smaller than the…
How Row-Oriented vs Column-Oriented Databases Differ
If you love to get better at algorithms and data structures, read these 16 articles: ↓
I JUST wrapped up a GEPA run that shows similar results. So excited. Baseline: 80% GEPA: 98% The GEPA reflection LM I used was gpt-4.1 and run in the light setting, so clearly with better reflection and a heavier optimization run, close to 100% is totally doable. The more I…
Added GEPA support (from @LakshyAAAgrawal and @DSPyOSS) to LangStruct with some strong examples of how effective it can be. We go from failing extraction using Gemini Flash 2.5 Lite to 100% success using light optimization.
Measure code complexity with ease
n8n is german??? xcuse me
A German AI startup called N8n is now valued at $2.5 billion after a $180 million funding round bloomberg.com/news/articles/…
I just read Anthropic's guide on effective context engineering for AI agents. It rewires how you think about context, with beautiful simple explanations. 📩 Bookmark this. Here's what you need to know: - Context Rot is real. As the number of tokens in the context window…
RIP fine-tuning ☠️ This new Stanford paper just killed it. It’s called 'Agentic Context Engineering (ACE)' and it proves you can make models smarter without touching a single weight. Instead of retraining, ACE evolves the context itself. The model writes, reflects, and edits…
Why apps should use DSPy 👇 Let the Model Write the Prompt dbreunig.com/2025/06/10/let…
I'm not like them, but I can pretend
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