1d ago

Claude Code v2.1.143 running Opus 4.7 with a 1M context window retrieves 1350 Pokémon records via PokeAPI curl and Python filter returning croconaw and drednaw in 11 seconds

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The tool-enabled workflow succeeded while ChatGPT 3.5 Instant and non-tool Opus 4.7 produced hedging and incorrect answers on the identical query.

Original post
Peter Steinberger 🦞#495@STEIPETEOPRhysRhys@RHYSSULLIVAN

the average person has only ever used ChatGPT 3.5 Instant and has no idea what the models can do

12:01 PM · May 17, 2026 View on X
Reposted by
Peter Steinberger 🦞#495@STEIPETE
QUOTE POSTMaksym Andriushchenko#1066Maksym Andriushchenko@MAKSYM_ANDR

omg, Opus 4.7 without tool use indeed fails on this one. the failure mode closely resembles the one with the seahorse emoji. remarkable!

(of course, this failure mode means that LLMs are stochastic parrots and AGI is postponed indefinitely :D)

8:54 AM · May 18, 2026 · 972 Views
Claude Code v2.1.143 running Opus 4.7 with a 1M context window retrieves 1350 Pokémon records via PokeAPI curl and Python filter returning croconaw and drednaw in 11 seconds · Digg