iiinova — where your digital self keeps evolving

S*QCU @sqcu.bsky.social · 02/03/2026

humans aren't supposed to exist in environments without several human body masses of extended biomass wrapped around them, they aren't evolved for that, it's actually a form of animal cruelty for a human to not have their allotment of solidwood and containerglass and iron/steel

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S*QCU @sqcu.bsky.social · 02/03/2026

bsky.app/profile/timf... the human as a termite that has finally gotten their nestmound build order online

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S*QCU @sqcu.bsky.social · 02/03/2026

i just realized i have the full 'tech stack' needed to make a language model write like me

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S*QCU @sqcu.bsky.social · 02/03/2026

doing 3 digit sums without a calculator and *not knowing why* is the equivalent of showing up to the squat rack having never seen a deadlift in your entire life and swinging a weight around in random directions. trying hard will destroy your body forever with free weights; why are numbers safe?

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S*QCU @sqcu.bsky.social · 01/03/2026

before economic cognitive restructuring after economic cognitive restructuring

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S*QCU @sqcu.bsky.social · 01/03/2026

the first run used evolutionary search (lol) over backpropagation (lol) because that's wholesome lowkirkuinely chungus (in a historical way)

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S*QCU @sqcu.bsky.social · 01/03/2026

what tech tree did minecraft have that DNNs didn't?

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S*QCU @sqcu.bsky.social · 01/03/2026

what if you could have a real reticulating splines phase in world generation

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S*QCU @sqcu.bsky.social · 01/03/2026

creepypasta ah ah visual environment

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S*QCU @sqcu.bsky.social · 01/03/2026

horror game degenerate world gen minecraft screenshot

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S*QCU @sqcu.bsky.social · 01/03/2026

lo, to be surrounded by three or more waymos

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S*QCU @sqcu.bsky.social · 28/02/2026

you know the [* flibertigibbeting] user interface indicator? there's only one of them even if multiple subagents are active, instead of more [* prognosticating] user interface coverage as more marginal agents are added. i also can't find a 'live haiku reaction' user interface panel option anywhere—

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S*QCU @sqcu.bsky.social · 27/02/2026

you can even have bs_fp2**2**32 if you really want to. the difference between bs_fp2**2**32 and fp2**2**32 is actually a really finnicky problem about the philosophy of mathematics and not relevant to numerical calculation work at all

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S*QCU @sqcu.bsky.social · 27/02/2026

here's some catch-up representationology which might help a little bit. you can actually store fp4096 numbers with approximately 4bpw and nobody can really stop you

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S*QCU @sqcu.bsky.social · 27/02/2026

"quantized" ahha ahahahahah ehehehehe hoo hoo hoo hoo hooo oh dear

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S*QCU @sqcu.bsky.social · 27/02/2026

the relationship between me and literature is that people throw books at me or otherwise summon the fates or in some situations simply order me to read and then i up and do it

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S*QCU @sqcu.bsky.social · 27/02/2026

null meta, the artist started some new manga and i was commanded to read this one to better understand the new release

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S*QCU @sqcu.bsky.social · 26/02/2026

bsky.app/profile/itse... i feel like i'm seeing a lot more people who love programming right now than in previous years

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S*QCU @sqcu.bsky.social · 26/02/2026

(real humans reachable through a datacenter can vote. they supposedly have legitimate individual and political rights. this is one sense in which 800,000 americans reachable through a datacenter have 1000x more anthropic weight than the same in 'ai agents')

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S*QCU @sqcu.bsky.social · 26/02/2026

it turns out, the country of regular real life humans reachable through the datacenter are MORE THREATENING POLITICALLY to any existing state, whether the CoRLHs are their constituents, neighbors, or supposedly from some other state. states *don't like their constituents*. they really don't...

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S*QCU @sqcu.bsky.social · 26/02/2026

remember that the 'country of geniuses in a datacenter' argument never actually articulates what's 'safe' about having a regular country of regular humans who are also accessible through a datacenter, some geniuses, some not.

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S*QCU @sqcu.bsky.social · 26/02/2026

they're doing an end run and trying to make it illegal to use or distribute operating systems and networking software *at all*, for *any reason*, speedrunning past technologist interpretations of 'ai' related peril. what if, consider, for a moment, 'ai' had no crisis effect?

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S*QCU @sqcu.bsky.social · 26/02/2026

there's a bit of a growing horror to gaining understanding from reading phrases like these

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S*QCU @sqcu.bsky.social · 26/02/2026

baudrillard's framing is far more interesting and far scarier, for what it predicts about the ability of simulator-users and wargame-historians to think through nuclear doctrines and use them when situated. nuclear peace was a kind of shared dream, a myth, a fantasy... of the 20th century.

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S*QCU @sqcu.bsky.social · 26/02/2026

doing interpretive dances for claude code to express the relative positioning that the inserters should have in the steam pipe fitting factory because i refuse to speak while designing pure geometry...

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S*QCU @sqcu.bsky.social · 26/02/2026

"-mario luigi erotica fixed point in garbagespace" i can parse this sentence but not understand it

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S*QCU @sqcu.bsky.social · 25/02/2026

bsky.app/profile/norv... norvid post

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S*QCU @sqcu.bsky.social · 24/02/2026

i'm happy that i see so many cyborgist and furry posts and ai-not-enjoying posts and writing posts on the bsky timeline. someone really did break twitter and twitter is genuinely not functioning in the capacity it did when i first made an account.

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S*QCU @sqcu.bsky.social · 24/02/2026

this should not be a super challenging adversarial test for computer use embedding/tokenization; there should be continuous tokenization strategies which let you get entire families of curves & steganography features wtihout bloated discrete codebook sizes... all looks quite tractable...

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S*QCU @sqcu.bsky.social · 24/02/2026

i think the litmus test for whether this kind of action state modeling *generalizes well* is whether you can tokenize and learn digital pen drawing traces in a full digital pen work environment. making marks, selecting masks, changing layers, changing tools...

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S*QCU @sqcu.bsky.social · 24/02/2026

it's worth uh.. it's worth... it's worth uhhhh reflecting on this tokenization choice as running into really specific problems related to discretizing n-dimensional space into prematurely decoupled 1d segments... i'm sure it works but there are some invariances cooked in very early...

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S*QCU @sqcu.bsky.social · 24/02/2026

mouse movements are *really hard*. it's very hard to describe how you 'ought' to tokenize gui actions, but it's definitely through something more like 'a compressed geometric representation of the trajectory of the user interface action over space', not taps at specific endpoints, for example.

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S*QCU @sqcu.bsky.social · 24/02/2026

i threw way more effort than was worth it (i can't train on my gpu and also do action-state recording using it at the same time) into throwing together a video recorder that pre-filters incoming videos by whatever surprises still image vision transformers models the most

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S*QCU @sqcu.bsky.social · 24/02/2026

in this picture you can literally see the dimension in which that cat is being rotated

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S*QCU @sqcu.bsky.social · 23/02/2026

total legitimacy failure in all institutions (larger than a discord server) and total unwillingness of institutions to demonstrate and confirm basic legitimacy

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S*QCU @sqcu.bsky.social · 22/02/2026

ah, he just like me frfr...

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S*QCU @sqcu.bsky.social · 22/02/2026

ah, grassmann, one of the few mathematicians to have clearly lived a good life...

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S*QCU @sqcu.bsky.social · 22/02/2026

for clarification this has never been done before but all of the vector mathematics is trivial (i assure you) and therefore would not constitute a publishable work or dissertation (because any possible reviewer would be too mad that they didn't think of it first)

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S*QCU @sqcu.bsky.social · 22/02/2026

k:6 classifier free guidance with multiple positive (attraction-towards) and multiple negative (repulsion-from) interventions at a 'gain' 4:

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S*QCU @sqcu.bsky.social · 22/02/2026

k:6 classifier free guidance with multiple positive (attraction-towards) and multiple negative (repulsion-from) interventions at a 'gain' 3:

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S*QCU @sqcu.bsky.social · 22/02/2026

k:6 classifier free guidance with multiple positive (attraction-towards) and multiple negative (repulsion-from) interventions at a 'gain' 2:

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S*QCU @sqcu.bsky.social · 22/02/2026

k:6 classifier free guidance with multiple positive (attraction-towards) and multiple negative (repulsion-from) interventions at a 'gain' or intervention strength of 1:

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