David Shapiro

AI software and industry trends with a focus on technical bottlenecks and market dynamics.

YouTube

Trust

7.9

Trust score

Award

Worth Prioritizing

Chart

#20

AI & Software Tools

Subscribers

188K

YouTube

Age

9y 9m

Channel age

Nutrition Label

David Shapiro delivers high-level, data-driven analysis of AI industry trends, focusing on hardware bottlenecks, market dynamics, and model capabilities.

Strengths

+Uses structured, data-driven frameworks to explain complex industry shifts.
+Demonstrates live stress-testing of models to highlight failure modes.
+Clear, professional communication style that makes complex topics accessible.

Notes

!Watch for data-driven frameworks explaining complex AI industry shifts.
!Check the description for links to cited reports and research.

Trust Breakdown

Evidence Quality

7.5

Firsthand Access

8.4

Analysis Quality

7.5

Depth & Nuance

7.9

Disclosure Clarity

7.0

Framing Integrity

10.0

Explainer Lens: Reasoning and depth carry more weight.

High confidence. Based on 5 long-form videos.

These six trust score dimensions drive the creator rating. Communication affects discovery ranking separately. Methodology →

David Shapiro

Nutrition Label

Strengths

Notes

Trust Breakdown

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