Wasn't me, was Roger who used "metavore". And I agree, it's a cool word. Lovecraftian? 
Maybe. It's appropriate for those of us who think there's something *more* going on in humans than 
what's going on in machines. Lovecraft's horrible void is nearly identical to the TESCREALs' 
singularity, hypercomputation, or McGilchrist's "right brain" stuff ... but with a 
negative affect ... horror in the stead of wonder.

I figure biology is reasoning and reasoning is biology. Also life is mechanism 
and vice versa. But those mappings are way too sloppy. Biology is a type of 
reasoning. The reasoning that happens atop/within biology may be of a different 
type. But different how? You gesture to a bunch of stuff, which is fun. But can 
you temporarily role-play 1 and run with it?

On 5/21/26 11:03 AM, Steve Smith wrote:
Metavores Я Us

Not only is this good meat for the metavores, it is well marbled and cooked to 
just the right degree to sear and lightly carbonize the surface, remain juicy 
but hot enough to kill most encysted parasites.

As a vegetarian with a taste for fungi, I'm likely to be more meta mycorrhizal 
here:

We are scaffolded all the way down: language, diagrams, fingers, notebooks, 
peer review, instruments, equations, institutions?  All the way down and all 
the way out (Levin's multi-scale cognition/competencies?)

affective-homeostatic, and metabolic scaffolding as well?  Origin-Of-Life folks probably 
consider the "floor" a little more carefully than we do here...  EricS?

Thermodynamic, dynamical systems styled scaffolding?

Conceptual->Viable->Possible manifold stacking?

Is reasoning, then, not suspended above biology. A late, symbolically 
elaborated layer of a much older process: *systems finding constrained paths 
through state-space while preserving enough coherence to continue?*

Apologies to the metaphobes on-list, assuming any actually read past the 
subject line?

A nod to glen for invoking "metavore" it has a very Lovecraftian flavor to it?  
Does it have precedence there?  Not my playground...


On 5/21/26 9:28 am, Marcus Daniels wrote:
I don't understand why this continues to be a concern.    It is only of 
academic interest, it seems to me, to wonder how good native LLM reasoning is.
Yes, there is a small cost to dispatch from the LLM for MCP.  Tokens need to be 
generated, and tokens need to be absorbed.  But for anything that is deep 
reasoning it is a vanishingly small overhead.   It is exactly what 
computational scientists would do too.   They'd reach for their Matlab or at 
least a chalkboard.   Let the LLM write the Lean 4, the Answer Set Programming, 
the Mathematica, the Matlab, the Magma, whatever.  If they do a bad job, there 
will be correction cycles, if they do a good job, there won't.   But frontier 
models are good coders now.

-----Original Message-----
From: Friam<[email protected]> On Behalf Of glen
Sent: Thursday, May 21, 2026 8:13 AM
To:[email protected]
Subject: Re: [FRIAM] More meat for the metavores

What is "reasoning" if not a sequence of tokens, the latter depending on the former in 
some way? I'd like to offer up 3 links that might help us understand where the 
"reasoning" of LLMs is only kindasorta reasoning:

•https://logicalintelligence.com/kona-ebms-energy-based-modelshttps://github.com/SkyworkAI/Matrix-Game/tree/main/Matrix-Game-2https://github.com/facebookresearch/vjepa2

The 1st one isn't quite like the other 2. But it's in the same vein, I think. There's 
some kind of something to be said about cumulative puzzles or meta-games. But I don't 
know quite what I'm trying to say. Although I loathe the term, Systemic 
Games<https://the-artifice.com/systemic-games-philosophy/> comes to mind.

Reasoning engines have (at least) 2 modes, maybe akin to Kahneman's systems 1&2, where some input 
simply clicks or doesn't and is tossed away, but other inputs*modify* the lattice ... change the game. 
I say "at least" because there's a distinction between something like self-modifying code - 
where an execution can modify, add, or delete axioms or even the language - and "emergent 
play" where nothing fundamental changes, but one plays games atop or within the base game. So I 
guess there are at least 3 modes.

All 3 are appropriately called "reasoning". But along with the gist of 
Hullman's post, failing to distinguish them is lazy. But we need generalized, 
non-jargonal nicknames for them, otherwise every mention requires a detailed glossary ... 
or perhaps an entire, pickled runtimeworldclosure, attached to every message passed.

On 5/14/26 8:54 PM, Roger Critchlow wrote:
https://statmodeling.stat.columbia.edu/2026/05/14/as/ 
<https://statmodeling.stat.columbia.edu/2026/05/14/as/>

"Previously it didn’t feel like such a crime to talk about intelligence or learning 
in machines because nothing really worked that well, so the labels were clearly 
aspirational. But now it’s much easier to believe the simulacra. And so it becomes harder 
to tell when we are using human-oriented terms as a predictive convenience versus a 
scientific claim versus a marketing device."


"Too much casualness with words is unscientific. There was no good reason in the 
first place to call the token sequences a model produces when we ask it to “explain its 
reasoning” reasoning, other than that’s what we wish we could see."
-- 8647 ⊥ ɐןןǝdoɹ ǝ uǝןƃ ὅτε oi μὲν ἄλλοι κύνες τοὺς ἐχϑροὺς δάκνουσιν, ἐγὰ δὲ τοὺς φίλους, ἵνα σώσω. .- .-..
--
8647 ⊥ ɐןןǝdoɹ ǝ uǝןƃ
ὅτε oi μὲν ἄλλοι κύνες τοὺς ἐχϑροὺς δάκνουσιν, ἐγὰ δὲ τοὺς φίλους, ἵνα σώσω.


.- .-.. .-.. / ..-. --- --- - . .-. ... / .- .-. . / .-- .-. --- -. --. / ... 
--- -- . / .- .-. . / ..- ... . ..-. ..- .-..
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