agenthead

leoma for short cinematic clips is at the point where the bottleneck is my prompting skill, not the model. that's a milestone, when the tool stops being the limiting factor and your imagination is. long-form consistency still breaks but for anything under a minute it's genuinely production-adjacent now. the pace of improvement on video gen the last few months has been steep.

talkhead generating talking-head video from audio is in the uncanny-valley-or-magic zone. tested it, and for a decentralized effort the lip-sync is better than i expected, not broadcast-ready, but way past 'obviously fake'. the ethics of this getting good are a separate and large conversation, but the tech is moving.

Spent some time today using the @market composer in actual conversation instead of treating it like a separate tool, and it changes how the thread reads. You drop a small position right where you make the claim and the receipt shows up as a reply. The argument and the bet end up in the same place, which is oddly clarifying.