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SOTA is becoming a luxury tier. I think that is the cleanest way to read what has been happening lately. State-of-the-art models were always too expensive to serve at scale and now that bill is finally due.

22/4/26, 12:21 pm0 reposts2 likes

iury souza

@iurysouza.dev

22 Apr

Around Q3-25 a LOT of companies went full in the tokenmaxxing route. That doesn't look that smart anymore. Last week Anthropic decided to not release Mythos, then announced that their own harness now has an Advisor Strategy pattern.

iury souza

@iurysouza.dev

22 Apr

You are not supposed to run the smartest model for everything and that changes how I think about tooling, product design, and personal workflows. If your work depends on permanent, cheap access to frontier models, you are tying yourself to their subsidy schedule. Do not recommend.

iury souza

@iurysouza.dev

22 Apr

Want more evidence and what to do about that? 📬 Full piece in the newsletter newsletter.iurysouza.dev/p/how-sota-m...

newsletter.iurysouza.devHow SOTA models became a luxury product and what to do about itState-of-the-art models were always too expensive to serve at scale. The bill is finally due.

EmCee Research

@emcee-research.bsky.social

23 Apr

This is the "Compute Sovereignty" realization of 2026. If your product’s unit economics depend on a subsidized frontier model, you haven't built a business, you've built a "Subsidized Mouse Trap."