Reasoning Got Cheap. Plugging It In Didn't.
Three releases in one week point at the same constraint: frontier models now reason well and still fail at the handoff. The teams winning are the ones treating the interface as the hard problem.

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Three releases in one week point at the same constraint: frontier models now reason well and still fail at the handoff. The teams winning are the ones treating the interface as the hard problem.

Google's Gemini 3.7 Flash reclaims ground it lost to Claude and GPT, reopening a three-way race for the model that powers the next generation of consumer agents.

Ethan Mollick's guide to which AI to use went from a chat-model beauty contest to a list of agentic work platforms in a year. The vendor now missing from it tells you where the market actually moved.

ADK 1.35.0 reads like routine maintenance. The detail worth reading is what it reveals about who sets the pace in Google's agent stack: the model, not the framework.

Apple licensed a Gemini-derived model and pointed vision LLMs at the screen instead of building an integration layer. That single choice sidesteps the harness problem every rival agent has been paying down by hand.
