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spacebacon

321 karma · joined March 18, 2013

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spacebacon··on Three Inverse Laws of AI
I used zooL4nD3r to translate the laws to postcolonial feminist critique.

In Chandra Talpade Mohanty’s terms, humans must resist the reinscription of colonial paternalism through uncritical anthropomorphism of AI systems.

spacebacon··on Alignment whack-a-mole: Finetuning activates recall of copyrighted books in LLMs
For recall, may want to check out the SRT. https://huggingface.co/spaces/RiverRider/srt-adapter-v8a-dem...
spacebacon··on Adobe Has Run Out of Allies
All we care about is decades of nostalgia with the same pen tool. Don’t get it twisted Adobe.
spacebacon··on Two Magicians Warn the Supreme Court About Junk Science
Two magicians magically registered as Penn and Teller for me.
spacebacon··on The buns in McDonald's Japan's burger photos are all slightly askew
Jealous of various foreign McDonald’s menus.

McDonald’s Germany has a Philly stack.

https://www.mcdonalds.com/de/de-de/produkte/alle-produkte/bu...

spacebacon··on Trusted access for the next era of cyber defense
I’ve been here over a decade longer than you sport. No need to bully people out when you are only 8 months in. I will be updating here when the model is live. Expect no further engagement.
spacebacon··on Stop Flock
Correct. The Leviathan. A reasonable person should be able to argue for and against both sides.
spacebacon··on Trusted access for the next era of cyber defense
If I didn’t empirically prove it I would agree with you. Computation and semiotics are two fields that want nothing to do with each other. The SRT is through several stages of quantitative validation. For the first time in 150 years semiotics is not a philosophy. It is proven to have computational value. The SRT bolts onto any model and improves it. I’ll be sure to link you to the benchmarks when published. The relevance is it makes these treasured black boxes irrelevant.
spacebacon··on High-Level Rust: Getting 80% of the Benefits with 20% of the Pain
That’s just the LLM rambling. Not battle tested yet. I will get to that after I ship the Semiotic-Reflexive Transformer.
spacebacon··on An AI Vibe Coding Horror Story
It’s unlikely any LLM tasked with a prompt involving medical records did not automatically address separation of concerns. The type of data involved is worst case scenario. One JS file is also worst case scenario. This is why it may feel manufactured. If it is true, they truly deserve to be put on blast.
spacebacon··on Claude Opus 4.6 accuracy on BridgeBench hallucination test drops from 83% to 68%
Computational semiotics has been empirically proven. Model releasing soon. In the mean time, for the love of god someone recognize this and help blow these numbers out of the water.

https://open.substack.com/pub/sublius/p/the-semiotic-reflexi...

spacebacon··on High-Level Rust: Getting 80% of the Benefits with 20% of the Pain
Or you can vibe code 350k LOC https://github.com/space-bacon/my_rust_cms/
spacebacon··on Social media has become a freak show
I was one of these publishers caught in the war with facebook. I lost 10 million fans and any respect I had left for FB.

By the time a FB doom scroller makes it to you outside of Facebook they are cooked. 0 attention, 0 retention, diminishing returns (if you paid for it).

spacebacon··on 'There's a lot of desperation': older workers turn to AI training to stay afloat
It’s the bifurcation of meaning. We speak unintelligible languages at each other using the exact same vocabulary. I developed the Semiotic-Reflexive Transformer that empirically proves this and provides the solution. No more black box. Computational semiotics is the most underrated technology of 2026.
spacebacon··on MegaTrain: Full Precision Training of 100B+ Parameter LLMs on a Single GPU
Empirically proved a new science. Still gets downvoted xD.
spacebacon··on MegaTrain: Full Precision Training of 100B+ Parameter LLMs on a Single GPU
You are on the right track. Check out the Semiotic-Reflexive Transformer (SRT) here.

https://open.substack.com/pub/sublius/p/the-semiotic-reflexi...

spacebacon··on Sam Altman may control our future – can he be trusted?
Ask him about the “hermetic order”(that is either emergent, convergent or by design?)one discovers in interiority studies of GPT.
spacebacon··on Are We Idiocracy Yet?
Indignant behavior may have been a result of a perceived attack on viewers belief system. Possibly combined with no 2nd order awareness of thought. Additionally, a subtle “critique” framing from the screening host or “open mic” framing may prime the participants to command attention. Outrage is the easiest when one has no conceptual lens to add interpretive value.
spacebacon··on How much precision can you squeeze out of a table?
I can't know how to hear anymore about tables
spacebacon··on Google Just Patented the End of Your Website
So basically a watering hole attack.
spacebacon··on LLMs can be exhausting
Try training one. Even more exhaustion for even less dopamine.
spacebacon··on Workers who love ‘synergizing paradigms’ might be bad at their jobs
Silence data driven decisions maker. A vibes guy is talking.
spacebacon··on Semiotic-Reflexive Transformer for Meaning Divergence Detection and Modulation
That tracks. Thanks for sharing.
spacebacon··on Semiotic-Reflexive Transformer for Meaning Divergence Detection and Modulation
It has been my pleasure to operationalize semiotics into an applied science. It warrants more attention, so thank you for giving it just that.
spacebacon··on OpenAI, the US government and Persona built an identity surveillance machine
I felt alive again as I used my physical volume button down to focus on the text.
spacebacon··on Culture Is the Mass-Synchronization of Framings
Semiotics is in your near future
spacebacon··on I put a real-time 3D shader on the Game Boy Color
This GBC shader reveals a key truth: all computation is approximation under constraint. Multiplication becomes table lookups plus addition, while precision yields to what the eye actually sees.
spacebacon··on Court orders restart of all US offshore wind power construction
The pitchfork bifurcation: https://dx.doi.org/10.2139/ssrn.5987495
spacebacon··on Adobe Animate will be discontinued
Adobe’s pen tool across all titles is second to none. There is so much value in just that one tool done right.
spacebacon··on The Treachery of Signs: Why Feeds Are Turning Societies into Adversaries
Thank you. The HN audience demonstrates capacity for metapragmatic analysis, though institutional incentives favor semiotic complacency over methodological innovation.

The comfort of entrenched epistemological positions is precisely what the paper challenges. Algorithmic curation transforms semiotic underdetermination from productive interpretive flexibility into polarization infrastructure. Signs that previously functioned as fragmentary mosaics requiring contextual negotiation now aggregate into segregated meaning-spaces through automated enregisterment.

The empirical contribution lies in formalizing this transition. Traditional semiotics documented indexicality and enregisterment qualitatively. Computational systems generate quantifiable semiotic dynamics at scale. This enables measurement of phenomena previously accessible only through ethnographic observation.

The bifurcation model operationalizes what Kockelman's framework describes: semiotic agency under algorithmic mediation produces stable dual attractors where signs acquire systematically divergent interpretations based on enclave membership. "Defund the police" demonstrates this mathematically. Single signifier, dual signifieds, no shared interpretive ground. The system has bifurcated semiotically.

Applied semiotics requires acknowledging that meaning-making occurs within measurable dynamical systems, not transcendent hermeneutic spaces. The treachery is not that signs lie. The treachery is that signs now operate according to bifurcation dynamics while we continue analyzing them with pre-algorithmic frameworks.

The paper provides formal tools for empirical semiotics. Whether the field adopts them depends on whether methodological innovation overcomes institutional inertia. The dynamics documented in the paper apply to academic knowledge production as much as political discourse.

The Treachery of Signs Semiotic Mediation, Pitchfork Bifurcation, and Political Polarization in Algorithmically Curated Societies

https://dx.doi.org/10.2139/ssrn.5987495

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