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Same DeepSeek V4 Flash, Different Agent: Why the Runtime Changes the Result

A model ID is not an agent. Protocol, tool contracts, context recovery, and acceptance determine how much capability becomes reliable work.

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Same DeepSeek V4 Flash, Different Agent: Why the Runtime Changes the Result

A model ID is not an agent. Protocol, tool contracts, context recovery, and acceptance determine how much capability becomes reliable work.

originale

technode.com2 g fa

DeepSeek puts V4-Flash API into public beta · TechNode

DeepSeek has put the formal version of its V4-Flash API into public beta, with an upgrade focused on agent tasks. The company says the model scored 82.7

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venerdì 31 luglio 2026·technode.com
DeepSeek puts V4-Flash API into public beta · TechNode
DeepSeek has put the formal version of its V4-Flash API into public beta, with an upgrade focused on agent tasks. The company says the model scored 82.7
sabato 1 agosto 2026·dev.to
Same DeepSeek V4 Flash, Different Agent: Why the Runtime Changes the Result
A model ID is not an agent. Protocol, tool contracts, context recovery, and acceptance determine how much capability becomes reliable work.