How I AI Trust Score

Nutrition Label

This channel focuses on interview-style case studies detailing how engineers and designers implement AI at scale. The content highlights real-world workflows and tooling choices through the lens of industry guests. While insightful, the analysis relies on guest narratives rather than independent stress-testing.

Strengths

+Industry-focused case studies
+High-profile guest insights
+Practical workflow examples

Notes

!Insights are derived from guest interviews rather than independent testing by the host.
!Technical depth depends on how much specific detail the guest chooses to reveal.

Why this score

Experience Authenticity · 02:15

“Speaker cites specific metric: 'reducing PR review times from 150 hours to just 15 hours' as a result of the AI initiative.”

Open receipt

Trust Breakdown

Evidence Quality

5.0

Firsthand Access

5.0

Analysis Quality

5.0

Depth & Nuance

5.0

Disclosure Clarity

7.0

Framing Integrity

5.0

Mixed / General Lens: Scored with the default trust weighting.

Confidence pending. Based on 3 long-form videos.

These six Trust Core outputs drive the public creator rating. Communication affects discovery ranking separately. Methodology →

How I AI

Nutrition Label

Strengths

Notes

Why this score

Trust Breakdown

Recent Videos

I hate Opus 5. It’s the best model, anyway.

I let Codex control my browser so I don't have to

The AI content machine that turns ideas into posts that don't sound like slop | Alex Lieberman

Local AI models explained: How to run a fleet of Mac Studios and GPUs at home

GPT-5.6 Sol: Better AND cheaper than Fable

What is an AI harness? I build one live in less than 30 minutes

How I run autonomous coding agents from my phone with OpenAI Symphony + Linear

I benchmarked the NEW Sonnet 5. The results shocked me.

How Gusto’s CTO uses Claude Code to ship like a startup

GLM 5.2 is SO GOOD (and almost free)

How Mozilla Uses Claude Mythos to find Firefox bugs before hackers do

How to write AI agent loops in Claude Code and Codex

Braintrust CEO: Evals are the new PRD for AI products

Claude Fable 5 - is this Mythos model worth the wait?

She built a Claude shopping assistant to stop buying cheap junk

Shareable card