Generative AI

In this article, you will learn how to implement vector similarity search in PostgreSQL using the pgvector extension, allowing you…

Pretraining frontier-scale LLMs in FP8 is now standard practice, but moving to 4-bit floating point has remained an open research…

import subprocess, sys def pip(*pkgs): subprocess.check_call([sys.executable, "-m", "pip", "install", "-q", *pkgs]) pip("llmcompressor", "compressed-tensors", "transformers>=4.45", "accelerate", "datasets") import os, gc, time,…

Vercel Labs 01 / 09 · Overview ZeroProgramming LanguageAgents A diagnostic programming language that provides AI agents with structured diagnostics,typed…

print("n" + "="*72) print("PART 3: Interaction decomposition") print("="*72) inter = tree_expl.shap_interaction_values(X_te.iloc[:500]) inter_abs = np.abs(inter).mean(0) diag = np.diagonal(inter_abs).copy() off = inter_abs.copy();…

Training large language models on long sequences has a well-known problem: attention is expensive. The scaled dot-product attention (SDPA) at…

Running AI agents in a local script is straightforward. Running them reliably in production across teams, across restarts, with isolated…

World models (systems that synthesize realistic video sequences from an initial image and a set of actions) are becoming central…

banner("§12 CLAUDE.md") sh("repowise generate-claude-md") md = TARGET / "CLAUDE.md" if md.exists(): print(md.read_text()[:4000]) banner("§13 MCP tools via CLI") base = […

class RoutedAgent: def __init__(self, server: MCPToolServer, router: HybridMCPRouter, model: str): self.server = server self.router = router self.model = model def…