Raw LLM Responses
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The first job of AI should be to cure human diseases. The second should be to fi…
ytc_UgzSMYOtg…
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AI is like a person who only traces and never learns why the artist they trace f…
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The irony is that AI is what's running the simulation we all currently live in.…
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And you can stop giving power to AI by stop going to the internet and stop using…
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People who develop cutting edge AI technology telling young people to become "pl…
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This guy is very thoughtful, and very clear in his presentation of his ideas. He…
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It's odd but I predict as AI and Robots become part of our lives the birth rate …
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It sounds like you found the dialogue between the presenter and the AI pretty su…
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Comment
We hear more and more about robots, AI, and automation taking over jobs—from fast food workers to software engineers. But there’s a deeper issue beneath the headlines. As wages vanish, so does the engine of demand that keeps the economy turning. Without income, people can’t spend. Without spending, businesses can’t sell. That’s when even automation stalls.
“Automation Annuity with Magic Oranges” presents a practical, targeted solution: the Progress Dollar system. This is a pool of printed money—not borrowed or taxed—that’s distributed to offset wages lost due to automation. It doesn’t add to the national debt and doesn’t depend on taxing the wealthy or expanding welfare. It’s a self-adjusting system, responsive to real-time economic shifts.
Progress Dollars are issued in response to excess productive capacity—when machines and systems are ready to produce, but there aren’t enough consumers with money to buy. Instead of letting that capacity sit idle, Progress Dollars restore demand exactly where it’s lacking. It’s an elegant solution to a very modern problem.
The book illustrates this using the “Production Parabola.” On the left side is the seller’s market—where demand exceeds supply and prices go up. At the top is the point of balance—where production and consumption are in harmony. But on the right side, we find ourselves in the buyer’s market—where automation floods supply but shrinks consumer income. The Progress Dollar is designed to shift us back toward the peak of that curve.
Importantly, the Progress Dollar system is designed with inflation controls. If inflation is caused by demand exceeding supply (demand-pull inflation), the system pauses new Progress Dollar issuance. But if inflation is caused by supply chain issues or rising input costs (cost-push inflation), Progress Dollars continue to flow to sustain purchasing power without making the problem worse.
And then there are the Magic Oranges—a metaphor for non-inflationary investments that benefit the entire nation. Rather than letting surplus productive capacity go to waste, we can direct it toward initiatives that strengthen society. In “Automation Annuity with Magic Oranges”, these include offering a free Federal University Online to expand education access, providing targeted pandemic-style stimulus checks to restore demand during downturns, and shoring up Social Security to ensure retirement security for aging Americans. These are the Magic Oranges—worthwhile uses of economic surplus that don’t drive inflation, but rather improve long-term national wellbeing.
youtube
AI Harm Incident
2025-07-13T09:1…
Coding Result
| Dimension | Value |
|---|---|
| Responsibility | none |
| Reasoning | consequentialist |
| Policy | none |
| Emotion | fear |
| Coded at | 2026-04-27T06:24:53.388235 |
Raw LLM Response
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{"id":"ytc_Ugy4nL3EXNkLfKjWSWx4AaABAg","responsibility":"none","reasoning":"consequentialist","policy":"none","emotion":"fear"},
{"id":"ytc_UgyTNuHnE_stLbWmW-54AaABAg","responsibility":"company","reasoning":"mixed","policy":"none","emotion":"mixed"},
{"id":"ytc_UgxK4O0evuXa_MudTrB4AaABAg","responsibility":"distributed","reasoning":"contractualist","policy":"liability","emotion":"outrage"},
{"id":"ytc_UgwM8A0Z5zZehfU7VTB4AaABAg","responsibility":"company","reasoning":"mixed","policy":"none","emotion":"mixed"},
{"id":"ytc_UgwU4PHAcqYTDE0VYxl4AaABAg","responsibility":"none","reasoning":"consequentialist","policy":"none","emotion":"fear"},
{"id":"ytc_Ugy6OjNJfcBn9KBWh-F4AaABAg","responsibility":"distributed","reasoning":"mixed","policy":"none","emotion":"fear"},
{"id":"ytc_UgzRWc6BnIeSB84QVDN4AaABAg","responsibility":"company","reasoning":"consequentialist","policy":"none","emotion":"mixed"},
{"id":"ytc_UgyMNqyGwM8upjrnDEx4AaABAg","responsibility":"user","reasoning":"mixed","policy":"none","emotion":"outrage"},
{"id":"ytc_UgxP4KnFP0qyXnhkaBR4AaABAg","responsibility":"none","reasoning":"consequentialist","policy":"none","emotion":"approval"}]