DeepSeek-v4.1-flash demo's have not ended.
This is a 3D model view of Drum brake, created it to see if we can use 4.1-flash for making better educational contents. And it deliviered this in one-shot. No model file is being loaded here, same as other posts. This is procedurally
This free AI agent remembers how you work
He set up DeepSeek and Hermes to build, remember, and reuse his workflow.
20260917 If WeChat wants everyone to have a dedicated Agent, it must first pass the storage level.
Only by understanding the underlying logic can we promote the healthy development of the storage industry. I don’t comment on stocks or recommend stocks, I only share the logic of the storage industry; after mastering the logic of the storage industry, you can analyze and make decisions yourself. All contents of this account do not constitute any investment advice.
I used Jev to classify 1,018 AI research papers.
The result: $0.08 total cost and 256ms median end-to-end latency per paper. The pipeline was: 1. Summarize each paper with DeepSeek V4 Flash 2. Send the title + summary + 24 possible topics to Jev 3. Use Jev to classify each
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