DeepSeek's harness, frontier models at home, Claude's watermark

Send us Fan Mail Murilo and guest Vitale go through the latest data and AI news: DeepSeek's open coding harness where every capability is a plugin, running near-frontier models on your own MacBook, Claude watermarking its own text to meet the EU AI Act, the argument that the code is just the byproduct of understanding, and what Anthropic found when agents start working together. Links and references DeepSeek's coding harness https://deepseek.com/harness/en/ How Claude's text watermark works (Anthropic) https://www.anthropic.com/news/claude-text-watermark Code is the byproduct https://yagmin.com/blog/code-is-the-byproduct/ Anthropic on multi-agent systems https://www.anthropic.com/research/multiagent-systems ds4, running DeepSeek locally (antirez) https://github.com/antirez/ds4 #datatopics #ai #datanews Watch on YouTube: https://youtu.be/fippNXe70_M Chapters (0:00) Welcome and guest intro (2:14) DeepSeek's coding harness, everything is a plugin (9:24) Running frontier models on your own machine (11:14) Claude watermarks its text, and the EU AI Act (22:33) Is the code just a byproduct? (30:18) Codex vs Claude, reverting to 4.8 (32:41) When agents work together, and collude (42:57) Wrap-up