Generative AI

What if the language model has never heard of the Internet, smartphones, or World War II? That's not a myth…

@dataclass class MemoryItem: memory_id: int topic: str entity: str slot: str value: str text: str def build_memory_bank() -> List[MemoryItem]: entities…

Understanding what's going on in an audio clip is a tricky problem. Writing spoken words is the easy part. A…

If you've ever watched a motion capture system struggle with human fingers, or seen a segmentation model fail to distinguish…

LoRA is widely used to fine-tune large models because it is efficient, but it tacitly assumes that all model updates…

import subprocess, sys def pip(*pkgs): subprocess.check_call([sys.executable, "-m", "pip", "install", "-q", *pkgs]) pip("budoux") import json, time, textwrap, html, random, re, os,…

As AI agents move from research demos to production deployments, one question has become impossible to ignore: how do you…

Retrieval is where most RAG systems quietly break down. Native pipelines rely on vector matching—embedding queries and document fragments in…

import subprocess, sys subprocess.check_call([sys.executable, "-m", "pip", "install", "-q", "datashader", "colorcet", "numba", "scipy"]) import numpy as np import pandas as pd…

Building an AI agent for voice production is one of the most difficult engineering challenges in machine learning in use…