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Many smart people/AI insiders are saying GLM-5.2 is the first Chinese AI model to match and often beat the American big lab public AI models with no compromises. Incredible timing given current events.
salesforce going headless is bigger than people realize.
software has been priced per seat for decades. the entire business model assumes a person logs in, clicks around, and gets value from a dashboard.
agents don’t log in. they make API calls.
so what happens to per-seat pricing when the primary user of your platform isn’t a person? when one company runs 50 agents that each make more API calls in a day than the entire sales team makes in a month?
every SaaS company is about to face this question. salesforce just forced it into the open by going fully headless.
the ones that figure out agent-native pricing first will own the next cycle. the ones still charging per seat while agents do the work will get left behind.
Gemini 3's "path obsession" is such a fundamental flaw of what is otherwise a brilliant model. It becomes obsessed with a solution and you just can't break it away from it or tell it is wrong. It ignores you. I'm hopeful this is fixed given it's still a "preview" in API.