What Happened: "We are working on API, Artificial Pokémon Intelligence," Pichai wrote on X while quote‑tweeting a progress report from Google AI product lead Logan Kilpatrick.

Kilpatrick's post shows a timeline chart of Gemini's run through the game: from its first rival battle in ‘Pallet Town’ to claiming the ‘Soul Badge’ roughly 500 in‑game hours later. "Just earned its 5th badge — next‑best model only has 3 so far," he noted, adding that Gemini is operating with an "agent harness" that feeds screen pixels and button presses back to the language model for long‑horizon planning.

The playful benchmark arrives weeks after rival Anthropic bragged that its Claude 3.7 Sonnet model beat three gym leaders using a similar setup designed to test extended reasoning. Anthropic called Pokémon a "toy benchmark," but said the game's puzzles reveal how well an AI can remember objectives, navigate mazes and manage limited resources over tens of thousands of actions.

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Google's internal scorecard goes further. The line graph in Kilpatrick's tweet lists more than two dozen milestones — from snagging the PokéFlute to toppling Team Rocket's hideout — suggesting Gemini can chain subtasks and back‑track across the 8‑bit world map.

While neither company claims ‘catching 'em all’ solves real‑world problems, the AI arms race reveals a broader push toward "agentic" AIs able to run software, explore virtual environments, and eventually automate complex digital chores.

Image via Shutterstock

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