Paying for it in 2026

11 sessions

The Shadow AI Problem Nobody's Talking AboutEuro Beinat, Prosus Group · 47:25 · Feb 2026 · 526 views

ClaimPeople will use AI tools only when the tools are immediately helpful to them, so organizations should lower the barriers rather than force employees to spend separate time on experimentation.23:31

The Coding Agent Multiverse of MadnessAnkit Mathur, Databricks · 27:52 · Apr 2026 · 3,194 views · Coding Agents Conference 2026

ClaimThe coding agent gateway is intended to give developers freedom to use their preferred tools while giving enterprise administrators centralized security, procurement, observability, and cost controls.7:27

PodcastHow We Cut LLM Latency 70% With TensorRT in ProductionMaher Hanafi, Betterworks · 1:05:20 · Apr 2026 · 489 views · MLOps Podcast

Pushed backMaher Hanafi rejected the initial assumption that smaller GPUs and multiple models per GPU would be the most efficient configuration.12:08

What's Special About Meta's Multi-Agent SystemsAditya Gautam, Meta · 28:46 · May 2026 · 387 views

ClaimSpatial and temporal frame merging reduces redundant visual input, token usage, GPU memory needs, and processing cost.18:47

PodcastAgents & the $40M Bet on Multiplayer AIStanislas Polu, Dust · 1:20:47 · Jun 2026 · 347 views · MLOps Podcast

Pushed backStanislas Polu rejects the assumption that a model-performance plateau would immediately make inference tokens nearly free because demand and limited inference capacity could preserve high margins.42:32

PodcastAutonomous Agents at Work: From OpenClaw Hype to Enterprise RealityPramod Krishnan, PwC · 42:20 · Jun 2026 · 295 views · MLOps Podcast

ClaimAgent auditability should cover quality, performance, safety, cost, and business impact.8:55

The Caveman Prompting ChallengeJames Barney, MetLife · 44:07 · Oct 2026 · 269 views

Pushed backThe claim that temporary launch pricing means the pricing cannot be trusted is rejected; James Barney says consumption and the value of what the tokens accomplish are the difficult parts.9:35

How a Logistics Giant Keeps AI Data Locked DownAlex Salkever & Jason Ward, C.H. Robinson · 20:35 · Oct 2026 · 250 views

ClaimJason Ward uses an LLM observability platform's AI agent to find metrics that he did not know existed and compare those metrics with AI costs.3:42

Token Maxxing Is Over and Here Is What Comes NextPepijn Senders, Epilogue · 35:20 · Oct 2026 · 256 views

Pushed backDemetrios Brinkmann initially interpreted the $20,000 home-screen example as a possible large upside, while Pepijn Senders meant it as a question about whether a small improvement justified the spend.7:21

Can Your AI Heat My House?Erica Hughberg & Zachary Smith · 1:03:25 · Oct 2026 · 330 views · Debug Mode
PodcastPlease Stop Telling Your AI to "Search Harder"Erica Hughberg · 45:46 · Oct 2026 · 305 views · Debug Mode

ClaimAgent Substrate is intended to suspend and resume agents while preserving their working memory and state across hibernation cycles.31:36