Unleash Potential with AI
Philadelphia, PA
Joined August 2023
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True moat is hardware-software co-design capability. By open-sourcing inference stack, they are setting the industry standard (like AI's Android). It's a massive flex and a brilliant way to build the open-source ecosystem. They are playing the long game.
They’ve built a complete, vertically integrated AI stack from the ground up. LLM + Harness + Inference Engine. It means total control over efficiency and cost from model training straight down to production serving.
Spot on. The era of bloated, "one-size-fits-all" inference frameworks is fading. Extreme vertical integration (specific model + specific hardware) is the only way to survive the compute crunch. DeepSeek just proved that hardcore infra engineering beats brute-force scaling.
The real moat isn't the framework itself, but their insane hardware/software co-design. They are setting the standard (AI's Android) and crushing the cost of compute. It's a brilliant flex to kill high-priced closed-source competitors. Play the long game.
The real moat isn't the framework itself, but their insane hardware/software co-design. They are setting the standard (AI's Android) and crushing the cost of compute. It's a brilliant flex to kill high-priced closed-source competitors. Play the long game.
Because the real moat isn't the framework itself, but their insane hardware/software co-design. They are setting the standard (AI's Android) and crushing the cost of compute. It's a brilliant flex to kill high-priced closed-source competitors. Play the long game.
French culture, food, and art are hugely appreciated in China, and France is generally seen as a romantic, cultured country.
Getting into the most advanced democracies is too hard these days, so you might as well try the largest one.
Anthropic’s new safeguards reduced distillation harvesting by 90–99% . Genuinely helpful suggestion: get that last 1–10%. Then you’re done. No more distillation problem.