@kyle_e_walker In 2 years, Opus 4.5 excelled at reliable, long-horizon agentic reasoning, advanced tool use, cleaner multi-step planning for data-heavy tasks, and producing accurate, sourced, interactive outputs like real geospatial maps instead of hallucinated images
@mikebeckhamsm Great insight, really fascinating stuff learning about the behind the scenes between the brand and the shelves. Not easy getting a foot in the door! Congrats Mike