Thoughts on web development, system design, AI/ML, and the occasional life lesson.
Learn how we built Deploy Detective, an incident response agent that investigates alerts, finds root cause in a sandbox, and pauses for human approval before rollback.
Explore how adaptive parallel reasoning lets LLMs dynamically allocate compute, reducing latency and improving accuracy during inference.
Explore why PEFT techniques beyond LoRA can offer better trade‑offs in accuracy, memory usage, and runtime for fine‑tuning models.
Explore how gradient‑based planning (GRASP) makes long‑horizon world‑model control robust and fast.
Discover how GLM-5.2 advances long-horizon tasks with a solid 1M-token context, IndexShare efficiency, and agentic RL improvements.
NVIDIA Blackwell dominates MLPerf Training 6.0, delivering the fastest training time at scale and top per‑accelerator performance.
Explore how World-Action Models build on vision‑language pretraining to enable robots that can imagine outcomes and act safely.
Learn how advanced fusion kernels dramatically boost MoE training throughput on GPU clusters.