News & analysis
Research notes and essays on AI, institutions, and the long horizon. We publish when we have something worth saying, not on a schedule. Formal Cyans research appears here first.
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A Cyans strategic intelligence report on how AI is likely to reshape work—why simple historical analogies understate disruption, and what we think follows for employers, workers, and policy.
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Archive of essays and notes, newest first.
There is a familiar complaint about large language models: they are not creative. The mistake is assuming the model is failing. It is doing what it was built to do.
The big AI labs are obsessed with brute-force scaling. That only holds if you believe an LLM alone can become AGI. I do not.
As a parent to an 8-year-old, I find myself constantly pondering the future of education. How will learning transform during his journey to adulthood? More importantly, how should it change?
I am not claiming to be an industry expert, but after absorbing insights from various specialists, it appears we are paradoxically close yet still distant from achieving AGI.
AI is set to redefine not just productivity but also our personal lives. The revolution will transform jobs not by replacing them outright, but by enhancing efficiency and output.