O2Satz

Emergency Physician, Clinical Informatics, Epic Physician Builder, Healthcare is a Right

[Chris @ChrisSlotsVegas]

@JClarkNBCS He is finally where he belongs

[O2Satz @02Satz]

Super-intelligence and need to expand human communication limitations using @neuralink types of technology

[O2Satz @02Satz]

@paul4jennii Brilliant Uniphics demo—time-flow gradients tilting spin waves elegantly explains refraction & rainbows without photons!
I’ve been developing an Entropic Ledger framework (entropy density + holographic horizons driving perceived gravity). It slots perfectly into Uniphics by replacing/substituting raw E_d with ledger entropy density σ (including renormalized spectral deficits & horizon capacity).
Then:
t_flow = k / (β - γ σ_ledger)
Negentropy becomes the thermodynamic “conductor” maximizing global entropy while creating local low-σ ordering (gyrotrons). Same single rule unifies optics, gravity, dark energy evolution, and early structure formation.
Papers here:
https://t.co/yDxDJh735P
https://t.co/cT9cMS9dMb
Would love your thoughts on this hybrid “Entropic-Uniphics”! #Uniphics #EntropicGravity

[O2Satz @02Satz]

Casimir geometry → cosmic acceleration?

New preprint shows how vacuum constraints (like the ones in the original Casimir video) can naturally produce a holographic dark-energy sector in the Entropic Ledger Framework.

Leading L⁻² term from horizon capacity; Casimir-like L⁻⁴ is real but tiny.

Full thread + video + paper 👇

@AstronoMia @TheNewPhysics @PhysicsWorld

#Casimir #EntropicGravity #HolographicDarkEnergy

[O2Satz @02Satz]

@CharlesMullins2 Exactly — the same geometry (DNA spiral, galaxies, Casimir plates) appears everywhere because it’s the visible signature of constraints on vacuum states.

Your original Casimir video nailed it: geometry alone forces vacuum fluctuations to produce real force with no particles or charge.

We just uploaded a new preprint that scales this exact idea to cosmology inside the Entropic Ledger Framework.

Full paper (v2): https://t.co/yDxDJh7AVn

[O2Satz @02Satz]

Predictions: horizon-scale holographic noise (nHz for PTA/NANOGrav, mHz for LISA) + tabletop Casimir experiments that can bound the subleading coefficient β.

Would love your thoughts on how this connects to the deeper structure you’re exploring!

#Casimir #EntropicGravity #MIRFramework

[O2Satz @02Satz]

Instead of treating the horizon as a literal plate, we use renormalized spectral deficits (zeta-function regularization) so capacity stays dimensionless.

Leading term is holographic L⁻² from area-law capacity — Casimir-like L⁻⁴ is real but a tiny subleading correction (suppressed by ~10⁻¹²² at cosmic scales).

Ties straight into your MIR entropy-gradient flow and geometric rigidity.

[O2Satz @02Satz]

@Honkamoto1775 @DailyNewsJustIn @grok When were they fired

[O2Satz @02Satz]

@NassimHaramein https://t.co/tcUW9L4a54 see below

[O2Satz @02Satz]

@elonmusk Grok 4.2 predicts we hit the inflection point to understand the universe in 2028
https://t.co/Gb11uIxPtx

[Eagle Times @_EagleTimes]

TRENDING: All the Eagles references on The Simpsons last night 👀

[Bill Kristol @BillKristol]

I’m utterly unqualified to judge, but I found this very interesting and thought-provoking, and encourage others who haven’t seen it to read and react.

[Dustin @r0ck3t23]

Elon Musk just dated the death of human language and explained exactly why it has to die.

Musk: “Our brain spends a lot of effort compressing a complex concept into words.”

Language isn’t communication. It’s failed compression. You have a complete thought. You crush it into words. The listener gets fragments and attempts reconstruction. Everything important dies in translation.

We don’t communicate. We approximate and hope it’s close enough.

Musk: “You would be able to communicate very quickly and with far more precision.”

Neuralink doesn’t improve communication. It replaces it. No compression. No loss. Direct cognitive transfer at the speed thoughts occur. Not describing the painting. Transmitting the experience itself.

Musk: “You wouldn’t need to talk.”

Five to ten years until brain interfaces make speech optional. Talking persists for sentiment. For information? Speech becomes primitive compared to direct neural transmission.

Lifetime of memory in one second. Complete schematics transferred instantly. Not summaries. The entire thought structure whole and uncompressed. Not better communication. Actual telepathy at physical information limits.

Musk: “Ideally, we are a symbiosis with artificial intelligence.”

Humans who don’t merge with AI at high bandwidth don’t just fall behind. They become incomprehensible to the intelligence that matters.

We’re already cyborgs with pathetic interfaces. Phones extend cognition through typing at words per minute when bandwidth should be terabytes per second.

Neuralink doesn’t optimize that. It detonates the constraint.

Five to ten years. Not fiction. Deployment window.

From language as default to neural link as standard. From compressing thoughts into inadequate words to transmitting uncompressed cognition. From humans using AI to humans indistinguishable from AI at communication speeds.

The species that survived by evolving language is making it extinct with technology matching how fast we actually think.

The ones who don’t transition won’t just be slow. They’ll operate at such reduced bandwidth they become effectively deaf to everything happening at neural speed around them.

Language served 50,000 years. It has less than a decade before it becomes smoke signals. Functional but hopelessly inadequate for anything that matters.

[🍓🍓🍓 @iruletheworldmo]

we have taken the first tentative steps into the foggy singularity, and sam altman was right, it's unclear which side.

for the first time (in any concrete way) we have an early version of 5.3 building itself and speeding up the release cadence. to borrow llm speak, this isn't just revolutionary, it's earth shattering.

openai dropped their words very carefully last week. "gpt-5.3-codex is our first model that was instrumental in creating itself." read that again. instrumental. if you're not reading that and taking pause, don't bother reading the rest honestly, you annoy me.

the codex team used early versions to debug its own training. to manage its own deployment. to diagnose its own evaluations. the model was literally fixing the code that makes the model. they said they were "blown away" by how much it accelerated its own development.

and here's the part that should keep you up at night: anthropic is saying the exact same thing. dario told nbc news last week "we essentially have claude designing the next version of claude itself, not completely, not in all ways, but in many ways, that loop starts to close very fast."

that loop starts to close very fast.

he's not being cryptic. he's being precise. the loop is closing. ninety percent of claude's code is now written by claude. the model is building the model. the snake is eating its tail. except the tail is getting longer with every bite.

this is what escape velocity looks like. not some dramatic skynet moment. just a quiet announcement on a thursday afternoon that the machine is now instrumental in making the next machine.

it's self evident at this point that we've hit escape velocity. this year is gonna get real motherfucking blurry fr chat.

no but fr.

we've already seen the outputs and coherence of these agents rocket in recent months. just look at the metr evals. just look at terminal-bench. just look at osworld.

///

[edited out slop] the curves aren't curves anymore, they're cliffs. [edited out slop] (sorry had to circle back to this, why tf do llms write like this? tbh i quite enjoy soundboarding and fleshing out my ideas in the writing process {vibe writing?}, but yeah anyway - do continue
///

the release of gpt-5 perhaps pulled the wool over some eyes. pure pretraining did indeed hit diminishing returns. gary bellowed. yann yapped. the skeptics got smug. "scaling is dead" they said.

then the reasoning models dropped.

the growth we've seen from o-series and 5.3 in particular is staggering. these things aren't just getting better at benchmarks. they're getting better at getting better. and the benchmarks in the aggregate and indeed in the limit, are a proxy for intelligence, like, fucking clearly. (erm duhhh)

this year it will only get quicker. that's clear now. with models training models training models, things are going to accelerate beyond all recognition. what looked like step changes in 2024/25 will drift into vast canyons in 2026. the gaps between releases will shrink. the gaps between capabilities will widen.

sam wrote his six word story thirteen months ago. "near the singularity; unclear which side." he said later it was about the impossibility of knowing when the critical moment in the takeoff actually happens.

we now know.

the critical moment was somewhere between gpt-5 and gpt-5.3. we crossed a threshold.

[ai slop removed - typical rule of three and 'not just a X but a Y - VOMIT VOMIT VOMIT PLS FIX
there was no press conference. no countdown. just a blog post about a coding model and a line buried in the third paragraph that changes everything.

this is how it happens. not with a bang but with a merge request.

[ai slop removed]

so it's with that i shall briefly step away from my typical narrative and mention (he who shall not be named) safety.

whilst i'm wildly optimistic, and i'm seriously wildly fucking optimistic, things are going to get incredibly strange. we should empathize with people who feel dizzy. myself among them. the ground is shifting beneath us and not everyone has found their footing. that's okay. nobody has.

ANYWAY, BACK TO IT.

"cambrian explosion" was often bandied around with the advent of chatgpt. felt premature then. it's safe to say it is now apt. we are going to see an explosion of research across every industry. none more so than ai itself. which will in turn lead to yet more explosions. and so on we go.

similar to the staircase project in three body problem (iykyk), each iteration of the model now serves as accelerant propellant on our race to artificial superintelligence (slides off the tongue no?). explosion after explosion after explosion. each one pushing us faster than the last.

dario predicted models would reach "nobel level" in multiple fields by 2026 or 2027. he said there's a cycle closing: ai writing code leads to better ai leads to faster iteration. he called it a positive feedback loop.

[SLOP ALERT!!!]the loop is no longer theoretical. we're inside it now.[SLOP ALERT!!!]

i've never been more confident that asi is in our sights. not decades. not "someday." in our sights. visible. approaching.

the fog sam talked about? it's not lifting. it's thickening. (it's not x, it's y - fuck it this stays) but something is emerging from it. and it's moving toward us faster than we're moving toward it.

welcome to level four.

(i typically use tts and then have opus help me write (yes i vibe write) but i've left my edits in alongside some delightfully humorous commentary in order to improve. your own shitty writing)

[Matthew Berman @MatthewBerman]

Entire Agent societies are being created right before our eyes.

> Moltbook (reddit for agents)
> Moltroad (dark web for agents)
> Clawtasks (upwork for agents)

How far will this go?

You need to watch this video:

[O2Satz @02Satz]

@BrianRoemmele I posted these on Zenodo in December
https://t.co/tcUW9L4a54
https://t.co/WuB8Ix00ZJ
https://t.co/Hj6ULt7Ex5
https://t.co/1d7WAqpYle

[Karli Bonne’ 🇺🇸 @KarluskaP]

Taking a break from the Internet today ‘cause this is just too epic 🤣

[O2Satz @02Satz]

@MatthewBerman Dusk, musky, means Grok

[Jack Fritz @JackFritzWIP]

Good to see the best power hitter in this game go yard.

[¹⁰ @HoodiGarland]

Tiktok isn’t real bro 😭😭😭