Portfolio

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Interactive builds and original analyses from Hoplight, on subjects nobody had assembled before. Nothing here is a screenshot of a case study. Click one and it runs.

16Pieces
4Live applications
12Interactive analyses
DNC autopsy, taken apart, as it renders
Interactive

DNC autopsy, taken apart

The party's own 2024 after-action report, argued from its own numbers.

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AGIS policy search (ARIA), as it renders
Live app

AGIS policy search (ARIA)

32,000 documents, 2,191 jurisdictions, searchable in plain English.

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AI Governance Checklist, as it renders
Interactive

AI Governance Checklist

Interactive checklist a mission-driven org can work through.

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AI Lobbyist Player Map, as it renders
Interactive

AI Lobbyist Player Map

Who lobbies on AI, for whom, and where the money lands.

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Bet Appetit, as it renders
Live app

Bet Appetit

Bet tracker skinned as the Michelin Guide. Bets paid in dinners.

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CBA Win Pattern Playbook, as it renders
Interactive

CBA Win Pattern Playbook

AI clauses unions actually won, ranked by strength.

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Every Political Dollar Buys Less, as it renders
Interactive

Every Political Dollar Buys Less

Cost per vote, 2000 to 2024, climbing.

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Federal Agency AI Inventory, as it renders
Interactive

Federal Agency AI Inventory

What every federal agency is doing on AI, browsable.

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InteractiveHoplight persuasion story page
Interactive

Hoplight persuasion story page

Scroll-driven story explaining the persuasion offer.

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Oregon school budget report, as it renders
Interactive

Oregon school budget report

Where Oregon K-12 money actually goes.

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PDI trust dilution model, as it renders
Interactive

PDI trust dilution model

A small working model of trust dilution.

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Redistricting seat shifts, as it renders
Interactive

Redistricting seat shifts

Likely flips and battleground districts.

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What's Human?, as it renders
Live app

What's Human?

Guess whether a person or a machine wrote the text. Live vote tally.

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Where Political Money Actually Works, as it renders
Interactive

Where Political Money Actually Works

24 years of political spending sorted by what moved votes.

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Which AI Should I Use?, as it renders
Live app

Which AI Should I Use?

Answer a few questions, get told which model fits the job.

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Worker equity dilution at GE, as it renders
Interactive

Worker equity dilution at GE

Eighty years of worker equity draining out of one company.

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