Last week, Stripe's 1.2 trillion yen acquisition of OpenRouter was a hot topic, and I thought about its risks.
I guess it's roughly around here. 1. Neutrality risk 2. Unit price decline risk 3. Risk of commoditization 4.Direct sales/dependence risk
nice one! Found a Deepseek harness memory plugin!
The "long-term memory" of most Agent frameworks is nothing more than mindless Vector DB retrieval, which can easily cause temporal confusion and context pollution. I just got started with Meland Labs’ open source OpenContext and its DeepSeek Harness plug-in dsh-opencontext. Its design idea is very hard-core: -Temporal Context Map…
Models like Qwen and DeepSeek are challenging assumptions about artificial intelligence leadership.
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Is Apple M5 Ultra 512GB suitable for deploying DeepSeek V4 Flash?
I asked several AI Agents and the answers were not satisfactory. This is a predictive problem based on the current situation, similar to scientific research deduction. Conventional DeepSearch only summarizes + light reasoning, while Apodex 1.1 integrates reasoning and verification throughout the entire task process, and the output link is complete and verifiable, which is more suitable for rigorous scientific…
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