Building on a 2025 study of emergent labor market impacts of AI, the Stanford @DigEconLab has launched the Canaries Dashboard in collaboration with @AdpResearch to explore how recent employment changes vary with work experience and exposure to AI.
ECONOMY
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Multi-trillion-parameter open-source models coming soon to lower token pricing via Jevons paradox
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Also, other multi-trillion-parameter open-source models are landing soon, from what I hear. It's going to be awesome for token pricing and riding the Jevons paradox.
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AI bubble as a decade of waves, not a tsunami
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The thing that's different about the AI bubble (if you could call it a bubble) is that it's really a series of waves that will continue for at least the next decade. It might look like a tsunami, but surf season is up.
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SaaS bears’ belief: software worth zero with Claude, lack of vision
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It seems almost too stupid to be true, but apparently the literal belief of SaaS bears is 'all software is worth 0 because Claude can one-shot these apps'. Absolutely staggering levels of lack of long-term vision in that statement.
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Levels of AI adoption in Europe widen gaps
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AI adoption in Europe is divided into levels, with some countries advancing faster than others. Gaps are widening as skills and workflows progress unevenly, forcing slower regions to react rather than plan.
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Large model not for home, but enables price competition among suppliers
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Due to its size, the model is not one we celebrate because we can run it comfortably at home, but rather because many suppliers will be able to compete to offer it at a more competitive price than if it were a model from a single supplier.
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LinkedIn’s evolution into AI information source changes content value
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AI as driver of growth: UK and Europe need full speed ahead
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good takes – ai is clearly the driver of growth, which the uk and europe lack, so i don’t quite see any other way to go than full speed on ai, ever fuller than we could have before – to make up for a decade+ of being asleep at the wheel. i’d also bring the public in by doing a
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AI Robotics Challenges in 2030s Impact Employment and Pensions
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Additional challenges will be posed by advanced AI robotics in the 2030s and their impact upon employment and pensions funding.