Yeah alpha go and zero were lame. The earth foundation model - that's just ridiculous.
That's sarcasm
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Your "direct Gemini calls" is maybe the least impressive
edit: This paper is mostly a sort of "quantitative survey". Nothing to get too excited about requiring a grain of salt
The underlying models are impressive, be it Gemini (via direct API calls, vs the app or search), I would include alpha-go/fold/etc in that classification
The products they build, where the agentic stuff is, is what I find unimpressive. The quality is low, the UX is bad, they are forced into every product. Two notable examples, search in GCloud, gemini-cli, antigravity (not theirs technically, $2B whitelabel deal with windsurf iirc)
So yes, I see it as perfectly acceptable to be more skeptical of Google's take on agentic systems when I find their real world applications lackluster