Nova 2 Lite leading overall on one of the most comprehensive video analysis benchmarks across frontier multimodal models. The benchmark evaluates real-world, media-aligned tasks such as video tagging, summarization, and...
Read more →Yesterday a friend asked me what I thought about OpenClaw. My TL;DR was it's an event driven architecture that runs agents in a loop with flexible persistence. Then I drew...
Read more →Orchestrating agent swarms is cool, but there's a lot of overhead and debugging involved. The ability to chat with your lead agents in real time while they continue to work...
Read more →Let's talk KV cache: why it exists, why it's usually disabled during training, how it connects to FlashAttention, and how related attention variants like MHA, MQA, and GQA fit into...
Read more →Bigger context windows don't mean infinite memory. Here's a TL;DR of the AI context and a few practical tips for working within context limits.
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