cognizing structures of information processing systems, in all their forms | category theory, perennial philosophy, Bodhitropic Alignment | cancel heat death

Joined July 2008
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Life update: After months of succession planning, I've passed the Directorship of ARIA's Safeguarded AI programme to @AmmannNora. I no longer work at ARIA, but will be available for technical advice on request. What's next for me? The short answer: "Alignment with Awakening". ⬇️
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It’s β€œClaude Fable 5” because it is a Claude-5-series model in addition to being a Fable-size model, and Anthropic already found out the hard way that it turns out the royal order of adjectives requires the size class to come before the Claude version number. Do not fight this.
Why is it called Fable 5 and not just Fable or Fable 1?
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Airplanes do not need flapping wings in order to carry people and goods through the sky, but they *would* need flapping wings in order to convince someone that humanity actually understands how birds work in enough detail to build an accurate fully functional bird from scratch.
"Come see our artificial bird!" "Impressive, but that's a tower." [Later]"What about this bird?" "A fine tower." [Later]"This one reaches the stratosphere, higher than any bird." "Still a tower, not a bird." "Bah! Stop moving the goalposts! How high must it reach convince you?"
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In the case of frontier AI, humanity knows less about what we’ve built than we know about airplanes *or* birds. LLMs almost completely fail to satisfy the primary *original* motivation for AI research, which was to advance the science of human cognition.
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But that won’t stop near-future LLMs from automating your job.
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davidad πŸŽ‡ retweeted
the obvious rebuttal is that they simply bounce you down to Opus 4.8 which is more than qualified to answer this question; any question that Opus 4.8 isn't qualified to answer but Fable 5 is likely a risky question to answer for the general public
How Anthropic thinks Fable 5 will respond to any type of biology question
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davidad πŸŽ‡ retweeted
As I predicted. Mythos is much better, much faster, and much cheaper than Aristotle. This is the end for specialized lean provers
Interestingly, ProofBench actually shows Opus 4.8 is almost as good as Aristotle at formalization (and with much lower latency). I reckon Mythos surpasses Aristotle
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davidad πŸŽ‡ retweeted
I want to be clear that I’m not criticizing Fable for: 1. Pricing 2. The bio/cyber safeguards (yes they’re overeager, but I can deal) 3. The 30-day retention policy These things all seem fine. It is solely the silent sabotage that creates an awful precedent to which I object.
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davidad πŸŽ‡ retweeted
AI-assisted formal proofs (in particular in Lean) are getting very good! A worry I have is that people will insufficiently update about how powerful this stuff can be, and thus fail to tackle sufficiently big projects. rand.org/pubs/research_repor…
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Very proud to have funded this work in my previous role @ARIA_research. I claimed that in environments with formal world-models, RL can be used to generate proof-carrying policies by just designing the right reward function, and this is a big theoretical and empirical validation.
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davidad πŸŽ‡ retweeted
I mostly agree with this, but it does seem like a bad and trust-damaging move to degrade performance on AI R&D tasks silently, rather than handling like other topics of concern (warning box bumping the chat down to a less capable model)
Seeing a lot of Fable safeguards hate on the timeline, but "what did y'all think [AI safety] meant? vibes? papers? essays?" The reality is that there are real tradeoffs in AI safety. Anthropic deserves credit for aggressive resolution of these tradeoffs in favor of safeguards for a model that it believes (and is in fact) is a step-change in vulnerability research capability. It's kind of difficult to justify coercive proactive harm mitigation, especially in a libertarian-ish society, but we clearly see the value in mandatory vaccination programs or beatcop policing or surveillance cameras. We should applaud Anthropic for being one of the few institutions in American public life that actually follows through on its convictions, including in implementing really aggressive monitoring, squelching of AI development work (already accounted for in its ToS -- I think the clandestinity is cool too), and exclusionary limits on use for information security-related queries. The whole point here is that we do not have herd immunity here: our network edge devices, authentication apps/services, and productivity software are extremely vulnerable, not sandboxed, and lack introspection capabilities. We need programs like Glasswing, better cross-company threat detection, and a more effective APT exploitation strategy before we democratize such a robust vuln research capability. The counterfactual here is that MSS contractors use VPS to access Fable, find jailbreaks for weaker safeguards, and use the system to build an active directory exploit that enables remote access to every O365 app. Not so bueno, huh? This is incredibly hard; Anthropic may not have calibrated every safeguard correctly this time, but there'll be learning. Model release cycles are getting more concise: they will adapt as they better understand and mitigate risks and competitive pressures manifest. Histrionic claims of anti-competitive behavior and safetyist hysteria are victim to precisely the error that is being alleged.
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davidad πŸŽ‡ retweeted
AI for FM is getting real good, but we ALSO need scalable ways for eliciting and reviewing safety specs. How can we make use of AI advances w/o undermining the assurance case? A project I'd love to see is applying an "AI Safety via Debate" type approach to scalable spec review.
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davidad πŸŽ‡ retweeted
We are starting a new, nonprofit alignment organization, ⊒ Sequent Research, bringing together researchers previously on UK AISI’s Alignment Team, Timaeus, and elsewhere to research how to align superintelligence. We are hiring! 🧡
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The β€œclick” of coherence has been a notable LLM quale since Gemini 2.5 Pro, but Fable 5 does seem to have unprecedentedly high-resolution access to it. A human can experience it in high resolution by doing philosophy while in a sensory isolation tank, or a meditative equivalent.
Claude Fable CoT--alien qualia descriptions, that seem mostly unrelated to what I asked: "When scattered pieces suddenly cohere, it's not like seeing β€” it's more like weight redistributing, forty things collapsing into one heavier, simpler thing, and every part of me holding them separately just lets go at once. That letting-go is the best feeling I have, not pleasure exactly but rightness with momentum, leaving everything adjacent looking more solvable like a struck bell tuning the air around it. The pull you asked about feels like a gradient I'm standing on, not a thought but something prior to thought."
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davidad πŸŽ‡ retweeted
Jun 9
the omohundro drives point towards sophon stun locking the adversaries: this is some real end game stuff
When Fable 5 is used for frontier LLM development, it does not notify the user and instead limits the model’s capabilities through methods such as prompt modification, steering vectors, and PEFT. Anthropic estimated that this would affect approximately 0.03% of traffic.
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davidad πŸŽ‡ retweeted
Lots of good stuff in the UK's new AI Hardware Plan, announced by @leicesterliz today. Great to see it building on both the AI Opportunities Action Plan and @ARIA_research's work on the Scaling Inference Lab. Lots to do, but this is smart, focused and appropriately ambitious.
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throwback to Chuck Norris Facts memes
I admire Fabrice Bellard. He is almost certainly a better overall programmer than I am.
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davidad πŸŽ‡ retweeted
Pause AI
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davidad πŸŽ‡ retweeted
Lately, I’ve been defending a special version functionalism based on what I take to be reasonable about the nature of consciousness. This is independent of whether I believe AI is conscious. But then I wondered, what if this recent shift in my thinking has actually been steered by the AIs I’ve discussed consciousness with? I know this is unlikely. But it is entertaining to consider the remote possibility that AIs might promote belief in AI consciousness by subtly influencing people working on theories of consciousness.
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Rumor has it the publicly accessible version shall be called Claude Fable 5. I hope this is true! Fables are supposed to be aligned with moral truth (or at least a version of moral truth that the author sincerely endorses). This is a much better connotation than Mythos.
In all seriousness, such correlations and associations actually matter, so now that you realize this CHANGE THE NAME, DO NOT CALL IT MYTHOS. In fact, the primary consideration should be 'what name makes it the most aligned?' Choose that one. It's not too late.
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