/
Navigation
Chronicles
Browse all articles
Explore
Semantic exploration
Research
Entity momentum
Nexus
Correlations & relationships
Story Arc
Topic evolution
Drift Map
Semantic trajectory animation
Posts
Analysis & commentary
Pulse API
Tech news intelligence API
Browse
Entities
Companies, people, products, technologies
Domains
Browse by publication source
Handles
Browse by social media handle
Detection
Concept Search
Semantic similarity search
High Impact Stories
Top coverage by position
Sentiment Analysis
Positive/negative coverage
Anomaly Detection
Unusual coverage patterns
Analysis
Rivalry Report
Compare two entities head-to-head
Semantic Pivots
Narrative discontinuities
Crisis Response
Event recovery patterns
Connected
Search: /
Command: ⌘K
Embeddings: large
TEXXR

Chronicles

The story behind the story

days · browse · Enter similar · o open

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

Discussion

  • @israelson.org Benjamin Israelson on bluesky
    Seems obvious but it needs to be said [embedded post]
  • @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...
  • @darioamodei Dario Amodei on x
    The Urgency of Interpretability: Why it's crucial that we understand how AI models work https://www.darioamodei.com/ ...
  • @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
  • @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, …
  • @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]
  • @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
  • @clementdelangue Clem on x
    Best way to push interpretability: open science and open-source AI for all to learn & inspect!
  • @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]
  • @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.
  • @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]
  • r/ArtificialSentience r on reddit
    Anthropic's Latest Research Challenges Assumptions About AI Consciousness
  • 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.”
  • 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.
  • 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.
  • r/singularity r on reddit
    New Essay from Dario Amodei: The Urgency of Interpretability