Arpy Dragffy Guerrero
speaker
627 appearances
7 recordings
1 series
first heard May 2026
last heard 6 Aug
Arpy Dragffy Guerrero’s voice in public audio — every appearance, attributed to the second.
Trend
recordings per month · last 12 monthsRecordings per month over the last 12 months — 7 in all, peaking in Jun 2026 with 3.
Appearances
That's not hypothetical.
It is already happening.
It's already compliance and procurement conversation in regulated industries.
So organizations building infrastructure that can route across models, including older and local options, are building resilience.
Organizations who are running everything through a single frontier API are building fragility.
The second thing is token optimization.
CFOs are going to tighten AI budgets.
The organizations who are already managing this know how to route tasks which need a frontier model, which don't, how to reduce cost per outcome without reduction in the outcome.
These are teams who are preparing for that financial.
Okay.
Most teams don't have this capability yet.
So
That understanding of what model to use, how to use it, when to use AM, when not to, that will become table stakes.
So Reuven Cohen described this shift really well.
He said, intelligence is becoming a dynamic, continuously optimized process.
The models can allocate more effort to harder problems while the systems around them evolve to improve outcomes over time.
That's not a description of a better chatbot.
It's the description of a different category of tool entirely.
Anthropics Fable and the latest Codex models are designed for exactly this.
So you can configure them to loop tasks and self-evaluate against defined criteria without human supervision at every step.
Showing 381–400 of 627 · page 20 of 32
← Previous
Next →