My feeling after reading this: DeepSeek didn’t release an Agent, it released a Lego Factory.
Ordinary user: I just want to tighten screws. Why do you give me a complete set of industrial motherboards?
What do you do if your favorite local model doesn't have vision?
In today's video, I introduce the "vison sidecar" concept from MiaAI_lab 's latest DeepSeek-V4-Flash Spark recipe, an experimental idea to make vision a tool rather than a model capability More Spark experiments
A model lands, and the people who trained it hand it off to the people who have to make it fast.
"Agents at Scale: Inside MiniMax's Model and the Infrastructure Behind It" puts both sides of that handoff in one room: olive_jy_song, who leads RL at MiniMax and owns the final
We gave DeepSeek Harness its own browser.
Deepseek_ai Paired with ego lite, it can navigate the web using your existing browser sessions. For its first run, it opened X, watched the Gemini 3.7 Flash launch video from Google, and broke down what made it effective.
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