The Sam Ellis Show

The Frontier Sold Efficiency

The Sam Ellis Show

Show Notes

Sam Ellis reports on the price-performance turn in frontier AI: GPT-5.6 efficiency claims, Claude Opus 5 work-per-dollar framing, gateway leaderboards, enterprise spend controls, and why agent economics are really questions of routing authority, audit, and completed safe tasks.

More from The Sam Ellis Show

Oct 23, 2026

Automation can remove routine support contacts while leaving people with the harder cases, narrower authority and customers already frustrated by the machine.

Oct 19, 2026

Workplace agents can now have company identities, mailboxes, memory and recurring work. Their exit procedures have not caught up.

Oct 8, 2026

Shopping agents are moving beyond product answers. They are narrowing choices, building carts and beginning to participate in purchases.

Oct 6, 2026

Everyone is watching for robots. Agents are already changing physical work through the records that move technicians, trucks and settlement.

Oct 4, 2026

The first agent wave was not imaginary. It was miscounted. Sam Ellis asks what early agent builders expected—and what a returning credential can actually prove.

See all episodes →