Local DeepSeek-V4.1-Flash on 4× DGX Spark, LakyFx TP4 4.0.5 ⚙️
Yesterday’s DE/AT/CH office tests: dialects understood, math correct. Not flawless: one invented action without thinking, one thinking-max loop on Swiss German 🔧
DeepSeek Rivals OpenAI's Top Cyber Model
Read the full story: Vals found DeepSeek nearly matched OpenAI’s restricted Daybreak on simulated network intrusions while costing far less, challenging the case for gated access.
I asked five models to write a slide in Arabic, with the same content, and measured how much the slide cost and how much time it took.
The design varies from one model to another. The cheapest is DeepSeek at less than a halala per chip, and the most expensive is ChatGPT 6 Astra at about 32 halalas, or about 90 times. The slides were all in proper Arabic and had matching numbers, he added
Hermes Agent got a version that isn't just "more features".
v0.23.0 — "The Hearth Release," released on November 5 — changes the premise of how an agent runs: instead of each interface running its own copy of Hermes, now a single gateway owns all sessions, and
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