Robonaissance
HugoA new renaissance in AI and robotics. Navigating the intelligence revolution.
| Platform |  | Pricing | Only free issues | Publishes | Daily |
|---|---|---|---|---|---|
| Issues | 99 | Founded | 5 months ago | Last Issue | 3 days ago |
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The Journey of RL, Part 2: The Value Hypothesis
In May 1989, a graduate student at King’s College, Cambridge submitted a PhD thesis with the title Learning from Delayed Rewards. The thesis was 241 pages. Its central algorithm had a one-letter name. The letter was Q.
The author was Chris...
The Journey of RL, Part 1: Before the Equation
Sutton and Barto’s Reinforcement Learning: An Introduction states a single claim about what intelligent behavior is. Everything we mean by goals and purposes, the book proposes, can be understood as the pursuit of one scalar quantity over t...
Tokenomics, Part 3: The Agent Tax
The cleanest place to read the inversion is not a hyperscaler’s earnings call, where training and inference compute are bundled into capital expenditure footnotes. It is the income statement of the application company that has just bolted a...
Tokenomics, Part 2: The Great Inversion. From Training to Inference.
In 2023, the AI economy was a story about how much it cost to train a model. By 2026, it is a story about how much it costs to run one. The two are not the same story, and the difference matters more than almost any other structural shift t...
Tokenomics, Part 1: The Token Is the New Kilowatt-Hour
A million tokens cost roughly thirty dollars on a leading API in early 2023. By 2026 the same million tokens, at production quality on competitive APIs, cost in the range of ten to thirty cents. On cached inputs and small-model routes, sing...
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Authors
The writers behind this newsletter.
Former AI researcher at Google. Writing about a new renaissance in AI and robotics. Exploring the neuroscience, mathematics, physics, information theory, and philosophy of intelligence.
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