Interpretability, or understanding how AI models work, can help mitigate many AI risks, such as misalignment and misuse, that stem from AI systems' opacity
In the decade that I have been working on AI, I've watched it grow from a tiny academic field to arguably the most important economic and geopolitical issue in the world.
Dario Amodei
Related Coverage
- Anthropic finds alarming ‘emerging trends’ in Claude misuse report ZDNET · Radhika Rajkumar
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- Anthropic Report Flags Claude AI Misuse, Citing Credential Theft, Enhanced Malware by Novices, Political Bots, and Fraudulent Recruitment as Emerging Threats … nextbigwhat
Discussion
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@israelson.org
Benjamin Israelson
on bluesky
Seems obvious but it needs to be said [embedded post]
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@michaelcaley
Michael Caley
on bluesky
this is a good blog asking the right questions about AI / LLMs / machine learning — it's not, does the model have human consciousness (whatever that is) but rather what actually is the process by which the model produces its output? — www.darioamodei.com/post/the- urg...
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@darioamodei
Dario Amodei
on x
The Urgency of Interpretability: Why it's crucial that we understand how AI models work https://www.darioamodei.com/ ...
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@nickcammarata
Nick
on x
I think interp is prob the most important technical problem in the world right now (ever?), and I think alignment is downstream of it. it's also just quite fun, like zoology and cartography, it's aesthetically beautiful to me to study these mechanical creatures. highly rec it
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@jam3scampbell
James Campbell
on x
as i've been saying, one of the ways anthropic could leapfrog their competitors and win is they crack interpretability and hand-design super-reasoners that are far more efficient than what you'd get from messy black-box gradient descent just like going from alchemy to chemistry, …
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@pdhsu
Patrick Hsu
on x
Cool to see our Evo 2 paper cited in @DarioAmodei's new essay, “The Urgency of Interpretability”. Excited about interpretability to understand and search the code of life [image]
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@myra_deng
Myra Deng
on x
AI interpretability is one of the most important problems of our time!! A well written explanation of the existential issues and risks that interpretability plans to solve, and a peek into the promise and excitement felt by many in the field right now
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@clementdelangue
Clem
on x
Best way to push interpretability: open science and open-source AI for all to learn & inspect!
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@nxthompson
@nxthompson
on x
The most interesting thing in tech: a terrific new paper from @DarioAmodei on why models remain black boxes and what we can do to understand them. I'd also add that we should know what they trained on. [video]
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@davidmanheim
David Manheim
on x
Interpretability is critical for safety now, but woefully inadequate for dealing with smarter- and faster-than-human systems, which we will not be able to meaningfully oversee. The race to ASI - which Anthropic is accelerating - means this isn't enough. They have no safety plan.
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@neelnanda5
Neel Nanda
on x
Mood. Great post, highly recommended! The world should be investing far more into interpretability (and other forms of safety). As scale makes many parts of AI academia increasingly irrelevant, I think interpretability remains a fantastic place for academics to contribute [image]
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r/ArtificialSentience
r
on reddit
Anthropic's Latest Research Challenges Assumptions About AI Consciousness
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r/artificial
r
on reddit
Anthropic's Dario Amodei on the urgency of solving the black box problem: “They will be capable of so much autonomy that it is unacceptable for humanity to be totally ignorant of how they work.”
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r/technews
r
on reddit
Anthropic finds alarming ‘emerging trends’ in Claude misuse report | Claude was used to create advanced malware and push paid political agendas on social media.
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r/technology
r
on reddit
Anthropic finds alarming ‘emerging trends’ in Claude misuse report | Claude was used to create advanced malware and push paid political agendas on social media.
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r/singularity
r
on reddit
New Essay from Dario Amodei: The Urgency of Interpretability