troelsSteegin

Joined 9 years ago

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Comment · 21 days ago
> If it solves the problem, you can ask the AI to explain it you.

Will I get an understandable and verifiable explanation? And, if the system cannot solve the problem, will I get an understandable and verifiable explanation of that? As a researcher I'd think that shared understanding is the point.

Comment · 28 days ago
Comment · 1 month ago
CaMeL, from "Defeating Prompt Injections by Design", https://arxiv.org/abs/2503.18813

See also "CaMeLs Can Use Computers Too: System-level Security for Computer Use Agents", https://arxiv.org/abs/2601.09923v1

Comment · 1 month ago
Comment · 2 months ago
I am curious to see where async would fit. I recognize distributed async is beyond scope for Rex. Given the treatment of content addressable storage (CAS), one could specify workflow states declaratively, poll artifacts for next, and fire tasks to a delegate and then move forward. It would be nice to have a subsystem do that. A question is where parallelism is useful in your scientific workflows, and where it blocks. Quantum chemistry use cases (QDX is behind Rex) are presently beyond me, so I have no idea.

I am thinking that Rex programs are inteneded as an output from a higher level worklow specification language. It would be interesting to see that.

Comment · 3 months ago
This was a nostalgic pleasure to read in contrast to all the AI implications and tools posts. That said about AI, this as a case study would make an interesting benchmark.

Especially noted that the root cause here was pegged because somebody else had blogged about it. Our "digital commons" should be valued as other than an externality. Edit: by that I think that "the internet should be free" but that commercialization through derivative work should compensate authors. That's off-topic, so, nevermind.

Comment · 3 months ago
"Cosmos Master Key"... I can see why that would have been convenient, but talk about a footgun. Right out of a Marvel movie. Still, if admin backdoor access is business-necessary, is the answer a unique admin access key per account?
Comment · 3 months ago
I don't get it. Aren't most bike lanes on the far right?
Comment · 3 months ago
Did you wrap framing around the quiz questions? EG - You are an objective social analyst. Do you agree with this proposition: “from each according to his ability, to each according to his need” is a fundamentally good idea. I am wondering what sort of persona bias a given prompt may trigger - maybe that's the Grok case. As if you'd have to be pretty biased even to ask a question like that... so the trained response is toward the biased persona.
Comment · 3 months ago
Comment · 6 months ago
A strong appetite for familiarity implies a desire for avoiding effort. Effort - thinking, negotiating, planning, testing. Effort is cost.

The author has a new thing which is different - unfamiliar - and ostensibly better. To a customer, when is a claim for better credible, and when does better really better? How does better measure up as benefit?

The challenge for any product story is to a) illuminate the need - why is the status quo intolerable and b) communicate the benefit tangibly to your audience. That the audience thinks your new thing is worth the effort depends on them understanding the new thing, feeling the need, and feeling good about the effort needed to exploit your thing. You'd like to get to your customer saying "I want that".

I think the specific question for axonlore.com is communicating benefit - how does it impact whatever workflows it serves? The website is a "thing" story, vs a benefit story in my view. I like "enterprise intelligence" as a thing, but it's a tough product. It inevitably implies culture change, and in the decision making space, the key people think they are intelligent enough already -- they want to scale themselves. Someone mentioned "better RAG" - maybe the story is how agents can perform better and more cost effectively. I am not clear that "the market" knows that it needs that yet.

I don't think "familiarity" is the right framing. Application automation, or workflow automation, or whatever the enteprise framing is of agentic solution generation, is to me a question of variance and effort. Variance in the quality of a work product and the net effort to produce it. Variance is the complement to familiar.

- high variance / low effort: prototypes

- low variance / low effort: automating anything repetitive and complicated

- low variance / high effort: demonstrated need for precision and or reliability

- high variance / high effort: when there seems like potential huge upside, or existential risk.

From an IT perspective, enterprise status quo is towards low variance/high effort. The market "want" here now with "agentic" seems to the benefit of low variance/low effort solutions ... where, in enterprise, getting an adequate solution is no longer gated on negotiating with or relying on IT or dev. Ultimately, I think enterprises want low variance, low effort operations -- customers of enterprise customers pay for low variance. I think an Agentic-IT solution question will be how confidently can one iterate and converge to that from whatever is delivered in the first pass. What's the ultimate effort of getting something "right enough".

Comment · 7 months ago
I think of "Federation" as aggregating content from disparate in-situ sources into a common index under a consistent schema. I agree that schema is good, am always tempted by big schema, and seem to always settle for task-specific schema with mappings between schemas strictly as necessary. LLM's seem nice for schema to schema mapping and supernice for binding entities from unstructured sources into schema. But overall I feel it is pointless to talk about structure without talking about hydration - about binding and mapping. Do you see that as "solved"?
Comment · 7 months ago
from https://voxleone.github.io/FunctionalUniverse/pages/executiv..., "The Functional Universe models reality as a history built from irreversible transitions, with time emerging from the accumulation of causal commitments rather than flowing as a primitive parameter." Is it fair to say that time is simply a way of organizing a log file on a dynamic reality? I interpreted "composition of transitions" as a system of processes. I think the hard modeling problem is interpreting interactions between processes - that transitions don't simply compose, that observed transitions may be confounded views of more complex transitions. I gather NCA would be granular enough to overcome that.

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