LinkedIN - OpenSource KimiK3
- Jan Jones

- Jul 24
- 1 min read
Updated: Aug 2

The AI model layer is a commodity. The "frontier" is now a desperate valuation-preservation play by incumbents lobbying to outlaw their competition.
Your AI vendor is not your partner. They are a liability.
Here’s the breakdown from our latest briefing:
For Executives (The Signal): Your single-vendor AI strategy is a major risk. Anthropic's $1.5B settlement for training on pirated books proves the legal liability is real and flows down to you. Their lobbying for an "open-source ban" isn't about security; it's about protecting their valuation from cheaper models. Demand data provenance and architect for sovereignty.
For Tech Leaders (Under the Hood): The performance gap is gone. Chinese OS models like Kimi K3 match GPT-5.6/Opus 4.8 at a fraction of the cost. The incumbents' legal argument against "distillation" is hypocritical and could invalidate their own models under a "fair use" collapse. Your directive: build model-agnostic routing layers now.
For SMB Owners (Made Real): Stop paying the "token tax." The AI price war is your biggest margin opportunity. Cheaper, open-source models are sufficient for 95% of business tasks and can slash your token costs by up to 90%. Analyse self-hosting to cut out the API middleman entirely.
The game has changed. Get the full master briefing at https://www.blacklabsai.com/insights
The Signal - For Executives
Under The Hood - For Tech Leaders
Made Real - For Owners
BlackLabs AI tracks the frontier so you don't have to.

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