The RAM AI Podcast

"Day 51: The Turbulence Gap — Markets Calm, Models Flash Danger"

4 min · 20 de abr de 2026
Portada del episodio "Day 51: The Turbulence Gap — Markets Calm, Models Flash Danger"

Descripción

Daily geopolitical and macro risk intelligence for investors. M3I Research runs real-time scoring models covering war risk, market turbulence, shipping disruption, and conflict resolution probability — all distilled into a single Score of Scores updated every 3 hours. Each episode breaks down the latest model outputs, scenario probabilities, and market impact. 5 out of 5 confirmed predictions since the US-Iran conflict began. Not financial advice. Live scores at m3iresearch.com. Written analysis at m3iresearch.substack.com.

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Portada del episodio The Rise of Agentic AI - a Deep Dive

The Rise of Agentic AI - a Deep Dive

Falling per-token costs aren't reducing AI infrastructure spend — they're accelerating it. In this episode, we break down why Jevons Paradox is playing out in real time across the AI supply chain, and what the input signals — from DRAM pricing to transformer lead times — are telling us about where this goes next. We cover: why agentic AI workloads consume 5-30x more tokens per task than chatbots, the seven upstream signals all moving in the same direction, and three companies positioned across the full stack from silicon to switchgear — Marvell Technology (MRVL), Micron Technology (MU), and IES Holdings (IESC). Plus, how Peter Lynch's PEG ratio framework screens in this environment. This is not investment advice. Visit m3iresearch.com for methodology and full disclaimers.

24 de abr de 202620 min