Expert attention map

The Who's Who of AI

What credible people across AI noticed, why it matters, and where the field is converging or disagreeing.

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Research & technical analysis
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Showing signals surfaced by Charles Logan ×
New & accelerating

What is moving across the network now

One card per development. Sources are clustered; reaction bundles describe these posts, never the people behind them.

Developing Culture, work & education Analysis 1d ago
⚡ 28 h early
AI education flawed meta-analysis critique

Presumed Effective: The Manufacturing of an Evidence Base for AI-in-Ed Through Flawed Meta-Analysis

4 experts across 2 network communities independently surfaced this.

Why this matches Research & technical analysis reaction 1 attributable expert contribution · John Warner
“I would love everyone in education, regardless of level, to watch this discussion of the grave methodological problems of meta analysis papers on "AI in education." We are years from even a potentially valid analysis. Anyone claiming to know something now i…” evidence ↗
4 experts 2 communities 1 sources clustered
Dr. Johnathan Flowers, Bisexual of the Blade (Alt-text or DIE) Charles Logan John Warner Jane Rosenzweig

“I would love everyone in education, regardless of level, to watch this discussion of the grave methodological problems of meta analysis papers on "AI in education." We are years from even a potentially valid analysis. Anyone claiming to know something now i…”

“Of interest from Justin Reich today: a panel discussion on "faulty meta-analyses related to AI in Education":”

Primary source youtube.com ↗
Established Compute & infrastructure Analysis 6d ago
data centers K-16 civics curriculum

More than"AI Populism": Investigating Data Centers With K-16 Students — Civics of Technology

3 experts across 2 network communities independently surfaced this.

Why this matches Research & technical analysis reaction 1 attributable expert contribution · Charles Logan
“Evan Shieh & @jbpleasa.bsky.social on why Jasmine Sun’s “No Data Centers in My Backyard” is "an illustrative case study for the persistent shortcomings of technocracy and the 'Abundance Agenda' to faithfully represent the material, socioenvironmental concer…” evidence ↗
3 experts 2 communities 1 sources clustered
Hypervisible Luke Stark Charles Logan

“Evan Shieh & @jbpleasa.bsky.social on why Jasmine Sun’s “No Data Centers in My Backyard” is "an illustrative case study for the persistent shortcomings of technocracy and the 'Abundance Agenda' to faithfully represent the material, socioenvironmental concer…”

Primary source civicsoftechnology.org ↗