Any startup can download the weights, tinker with them, and fine-tune them. The real win here isn't necessarily cost, but performance on your data and IP sovereignty. It's a huge win. Kudos to the Kimi team.
3,220 karma · joined December 24, 2021
Previously co-founder & CEO at Phind (YC S22)
https://www.linkedin.com/in/michaelroyzen
Any startup can download the weights, tinker with them, and fine-tune them. The real win here isn't necessarily cost, but performance on your data and IP sovereignty. It's a huge win. Kudos to the Kimi team.
Either way, this is a tremendous achievement and it's extremely relevant in the OpenClaw world where I might not want to have sensitive information leave my computer.
Nvidia GPUs, particularly H100s, have a failure rate orders of magnitudes higher than traditional CPU-only hardware. I myself have accidentally melted an H100 during a large-scale training run.
While it’s trivial to replace a broken GPU in the ground, it seems to be infeasible in space during the life of the satellite. Getting a human or robot “fixer” spacecraft to it would likely cost more than the $30K GPU itself.
However, I disagree that independence is a competitive advantage. If it’s true that having a “firewall” between the coding agent and review agent leads to better code, I don’t see why a company like Cursor can’t create full independence between their coding and review products but still bundle them together for distribution.
Furthermore, there might well be benefits to not being fully independent. Imagine if an external auditor was brought in to review every decision made inside your company. There would likely be many things they simply don’t understand. Many decisions in code might seem irrational to an external standalone entity but make sense in the broader context of the organization’s goals. In this sense, I’m concerned that fully independent code review might miss the forest for the trees relative to a bundled product.
Again, I’m rooting for you guys. But I think this is food for thought.
For example, here's an example for a "day trip plan in Bristol" that contains a canonical example (directly based on the query), but also a customization widget that presents some options that you might not have already thought about if you were just doing a text-based followup.
https://www.phind.com/search/make-me-a-day-plan-ac8c583b-ce6...
Our long-term vision is to build a fully personalized internet. For Google this is an innovator's dilemma, as Google currently serves as a portal to the current internet.
I tried generating your answer again: https://www.phind.com/search/explain-to-me-how-dom-78d20f04-....
I think most software will follow this trend and become generated on-demand over the next decade.