Sebastian Raschka Publishes Tutorial on Building AI Text Detector From Scratch
Sebastian Raschka published a tutorial demonstrating how to build an AI text detector by fine-tuning a DistilBERT classifier, framed as an educational project for studying the limitations of AI detectors. The tutorial also covers…
Enterprise Agent Evals Are Failing — and the Response Is Less Oversight, Not More
Nearly half of enterprises shipped an AI agent that passed its evaluations and then failed a customer — and the organizations that experienced that failure are accelerating toward autonomous deployment faster than those that haven't. [ANALY…
Running 2.45T-Parameter Models on Desktop GPUs: Local Inference Pushes Limits
Qwen3.8-2.4T-A95B, a model with 512 routed experts and 10 active per token, was run locally on a rig built around an NVIDIA RTX 5090 (32 GB VRAM) and an NVIDIA RTX 5060 Ti (16 GB VRAM), paired with 128 GB of DDR5 RAM and 350 GB of swap [SRC…
DeepSeek Open-Sources Harness, a Modular Agent Runtime Framework
DeepSeek released DeepSeek Harness on August 13, 2026, an open-source AI agent execution framework distributed as a developer preview. The framework treats nearly every component of an agent stack — models, tools, sessions, sandbo…