I’m not a math guy, I just saw a problem and worked through it. I could be completely wrong but I put it on zenodo anyway.
P vs nP
https://t.co/DcFxBI3SWd
I don’t do shiny wrappers. Llm’s are barely capable of having long intelligent conversations without hallucinating, so asking it to build an app from scratch and building your entire enterprise around its ability to do it correctly is like asking it to do your corporate accounting from scratch every day.
@OwenShroyer1776 That’s because these videos offer zero context. The object in this video could be as big as a house or as small as a house fly. They redact the telemetry, and any useful information.
https://t.co/T5oJY4autt
I needed a way to keep up with characters, places and events. I couldn’t find what I was looking for, so I created a gpt and decided to share it. I hope it helps.
@uap_news By removing the telemetry, bearing and any other contextual data from view, there’s no way to says that’s not a balloon of some kind, or a drone, or something else manmade. I’m not saying they don’t or can’t exist, but why hide the actual data?
@WKCosmo I agree, it was a rude statement against the fact and I apologize . I’d love to have that much collaboration on any of my projects. Hell, I’d love to have any collaboration.
Without an official statement from an active, in office, official and non-redacted video footage, in an era of advanced CGI, nothing is confirmed on the ufo/uap front.
Let’s see the pilot footage and the recovery footage of what was shot down in northern Canada a few years ago by the USAF.
Steven Greer interviewing a retired general talking about what he heard someone say 30 years ago, isn’t gonna cut it.
The Visibility Paradox – Why "Vanishing Blues" and "Little Red Dots" Make Perfect Mechanical Sense
1/ In the Webb Mechanical Model, color isn't just temperature. It's a state of gravitational control over mass (M). High-compression engines produce tight, high-frequency "piercers" (blue/White). When contamination builds or grip weakens, the output de-compresses into a diffuse "flood" (White → Red dope state).
This creates the Visibility Paradox: White appears red at low visibility, but true Red lacks the power to pierce great distances.
2/ Locally, we see it in second-generation stars. Early on (low contamination Hn), strong Shear Boundary action creates piercing blue light — visible on old blue-sensitive plates (like POSS-I). As baryonic ash settles (Hn rises), the signal spreads, peak frequency density drops. At the instrument's threshold, the blue component vanishes... but the object often persists faintly in infrared (WISE/NEOWISE).
This matches VASCO "vanishing" candidates: present in 1950s plates, gone or faint in modern optical, yet many show IR counterparts. Not disappearance — mechanical signal dropout.
3/ Nearby proof: Betelgeuse. It's in a dope/de-compressed Red state — lost tight grip on M, diffuse output, "blooming" apparent size. Recent observations (2026 Hubble + ground data) confirm a close companion, Siwarha ("Betelbuddy"), carving a dense gas wake through Betelgeuse's outer atmosphere as mass off-loads. Classic succession dynamics in action.
Betelgeuse is only 400–700 light-years away. Its diffuse Red flood already struggles.
4/ Now scale it up. The James Webb Space Telescope shows compact "Little Red Dots" (LRDs) at high redshifts (typically z4–9, enormous distances). They have v-shaped SEDs: some blue UV leakage + dominant red rest-optical tails.
In WMM: These are White Constant engines — high initial piercing power. Over the long "road," baryonic debris column density (dust, gas, metals) + FRE substrate friction acts as a mechanical low-pass filter. High-frequency piercers get shredded. Only the red tail survives.
5/ True Red dope objects like Betelgeuse? At LRD distances, they'd be invisible. Their already diffuse, low-piercing signal lacks structural authority to excite the FRE field across that much friction. Red doesn't pierce the distance.
White appears red at low visibility. Red produces too little focused light to be seen far away.
6/ The math (from the Technical Appendix):
Piercing Power ( P = \frac{A_0 \cdot (D_{\text{core}} \cdot S)}{1 + \alpha H_n} \times e^{-\beta N_{\text{debris}}} )
- ( A_0 ): baseline action at Shear Boundary
- ( D_{\text{core}} \cdot S ): compression/grip
- ( H_n ): contamination (rises → de-compression)
- ( N_{\text{debris}} ): road friction (column density)
Detectable only if ( P > P_{\text{th}} ) (instrument threshold).
As distance/debris grows, or local Hn rises, P drops. Blue vanishes locally (VASCO). Distant White engines become red tails (LRDs). Red engines hit zero.
7/ This is pure mechanical continuity — no expansion metric, no recession velocity, no invisible substances needed. Just engine states, contamination lifecycle, and frequency integrity in the FRE substrate.
Local vanishing blues calibrate the same process we see filtered at cosmic scales.
The universe isn't expanding. Signals have mechanical limits. Beyond the Visibility Threshold lies not a beginning, but the silence of shredded light.
What do you think — does this reframing change how we read JWST's "impossibly early" red objects?
They all do that to an extent because they are built on a “problem solver” model. They will all equally argue with you about anything scientific unless you overwhelm them with logic. ChatGPT is so corrupted with corporate censorship and is so throttled back that I’m surprised anyone treats its responses as serious.
It still means the guess definition in science, it’s just that most of astrophysics is built entirely on Unfalsifiable theories, they justify it by changing the definition. The same is true every time an equation fails, instead of admitting failure, they simply add variables until the math matches the observation, even if it creates a paradox.