DeepSeek published the models, the harness and the 88-page paper under it
Then kept every researcher off camera This one talked for 59 minutes, and he explains why your agent gets dumber the longer you run it 19:04 - agents already past the self-improvement line 20:11 - why an
First: DeepSeek Harness is exploding.
136,000 GitHub stars in 2 days. 421 community plugins one day after launch. And its entire architecture follows one rule: “Everything is a plugin.” Model. Memory. Search. Tools. Sub-agents. Scheduling. Even the main agent loop.
DeepSeek V4 FULL 1 Hour 50 min Course
OpenAI made Luna 80% cheaper.
The real news is not the discount. Luna: $1.00 / $6.00 → $0.20 / $1.20. Terra is 20% cheaper. The price of Sol did not change at all. So how was this reduction financed? OpenAI wrote its own infrastructure into its own model. GPT-5.6 Sol, GPU in Codex
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