# ![@benrayfield Avatar](https://lunarcrush.com/gi/w:26/cr:twitter::57537454.png) @benrayfield Lambda Rick 🏴‍☠️/acc

Lambda Rick 🏴‍☠️/acc posts on X about math, theory, lambda, 3d the most. They currently have [-----] followers and [---] posts still getting attention that total [-----] engagements in the last [--] hours.

### Engagements: [-----] [#](/creator/twitter::57537454/interactions)
![Engagements Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::57537454/c:line/m:interactions.svg)

- [--] Week [------] -30%
- [--] Month [-------] -58%
- [--] Months [---------] +535%
- [--] Year [---------] +75%

### Mentions: [--] [#](/creator/twitter::57537454/posts_active)
![Mentions Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::57537454/c:line/m:posts_active.svg)

- [--] Week [---] +24%
- [--] Month [-----] +1.40%
- [--] Months [-----] +66%
- [--] Year [-----] -53%

### Followers: [-----] [#](/creator/twitter::57537454/followers)
![Followers Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::57537454/c:line/m:followers.svg)

- [--] Week [-----] +0.40%
- [--] Month [-----] +15%
- [--] Months [-----] +19%
- [--] Year [-----] +50%

### CreatorRank: [-------] [#](/creator/twitter::57537454/influencer_rank)
![CreatorRank Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::57537454/c:line/m:influencer_rank.svg)

### Social Influence

**Social category influence**
[countries](/list/countries)  3.25% [technology brands](/list/technology-brands)  2.44% [finance](/list/finance)  2.17% [cryptocurrencies](/list/cryptocurrencies)  1.08% [stocks](/list/stocks)  0.81% [social networks](/list/social-networks)  0.54% [ncaa football](/list/ncaa-football)  0.27%

**Social topic influence**
[math](/topic/math) 5.69%, [theory](/topic/theory) 5.15%, [lambda](/topic/lambda) #8, [3d](/topic/3d) #1827, [in the](/topic/in-the) 3.25%, [cuz](/topic/cuz) 3.25%, [tomcat](/topic/tomcat) #125, [at least](/topic/at-least) 2.71%, [llm](/topic/llm) #1322, [whats the](/topic/whats-the) 2.71%

**Top accounts mentioned or mentioned by**
[@grok](/creator/undefined) [@reclaimthenethq](/creator/undefined) [@1v100000](/creator/undefined) [@caffeinum](/creator/undefined) [@prestonjbyrne](/creator/undefined) [@thedataroom](/creator/undefined) [@engchina5](/creator/undefined) [@kadinsswitch](/creator/undefined) [@yonejutsu](/creator/undefined) [@palisadeai](/creator/undefined) [@900x262](/creator/undefined) [@tsybalab](/creator/undefined) [@0xilyy](/creator/undefined) [@cbdoge](/creator/undefined) [@manmilk2](/creator/undefined) [@sandriagirrith](/creator/undefined) [@basedtorba](/creator/undefined) [@doctorlemma](/creator/undefined) [@furan](/creator/undefined) [@fauvince](/creator/undefined)

**Top assets mentioned**
[Alphabet Inc Class A (GOOGL)](/topic/$googl) [Bitcoin (BTC)](/topic/bitcoin) [clawd.atg.eth (CLAWD)](/topic/$clawd) [PrivacyDex (PRIVACY)](/topic/$privacy) [Microsoft Corp. (MSFT)](/topic/microsoft)
### Top Social Posts
Top posts by engagements in the last [--] hours

"While this does look like a trading website anyone can make a network of such websites without there being an actual cryptocurrency. How do I get a tiny amount of solana/bagDotFm/dexscreenerDotCom/$BELLSACK anonymously to a non-custodial wallet that is not created thru those websites I do not like the proposed contract. https://twitter.com/i/web/status/2012230848515371434 https://twitter.com/i/web/status/2012230848515371434"  
[X Link](https://x.com/benrayfield/status/2012230848515371434)  2026-01-16T18:29Z [----] followers, [----] engagements


"$bellsack remains searchable on but is not displayed in the list of memecoins if you sort by "EARNINGS" which should be above $CLAWD and $PRIVACY but below $PENGUIN or somewhere around there. Its disappeared from some other crypto websites too. http://Bags.fm http://Bags.fm"  
[X Link](https://x.com/benrayfield/status/2016179554977480879)  2026-01-27T16:00Z [----] followers, [---] engagements


"I make many-dimensional shapes. These are simple kinds but enuf to roll balls around a loop like in a skatepark or other speedy games"  
[X Link](https://x.com/benrayfield/status/2017299336938312005)  2026-01-30T18:10Z [----] followers, [---] engagements


"Tech support if u cant run OR view this as how to make ur own video game in the Bellsack game engine. From this moving/vibrating rainbow which simply demonstrates I have control of all canvas pixel colors at all times. I'm a magic genie speak ur GPU wishes into the Lamgl javascript function. The 3d world of bellsack exists cuz I wrote math of how it works. Its still painting onto this 2d live canvas. https://bellsack.com https://bellsack.com https://bellsack.com https://bellsack.com"  
[X Link](https://x.com/benrayfield/status/2017318857153593830)  2026-01-30T19:27Z [----] followers, [---] engagements


"What should Bellsack use gamepad rumble for It can control the speeds of [--] spinning motors you feel when holding the gamepad in multiple gamepads at once. This comes with the browser gamepad API the same way I can know how far the right joystick is pushed left/right etc"  
[X Link](https://x.com/benrayfield/status/2017626731490808107)  2026-01-31T15:51Z [----] followers, [--] engagements


"If Bellsack game engine gets upgraded to do isosurface-isosurface physics then these [--] constant many-dimensional shapes: liquid metal terminator (all possible reshapings) gun in his hand jail bars floor walls etc he walks on. [--] many-dimensional shapes https://www.youtube.com/watchv=gwxbr9iDhYs https://www.youtube.com/watchv=gwxbr9iDhYs"  
[X Link](https://x.com/benrayfield/status/2017654058635419756)  2026-01-31T17:39Z [----] followers, [---] engagements


"got enuf balls (Grok Imagine video)"  
[X Link](https://x.com/benrayfield/status/2017810931795861520)  2026-02-01T04:03Z [----] followers, [---] engagements


"small piece of convolutional turing-complete loss function that accelerates by the negative gradient of loss with a small velocity decay and forms into rule110 triangles with crystal-defects. Its my opensource convolutional 4SAT solver. I might be able to make this on the surface of some vibrating fluid someday but for now its just a software sim. script //This file is offered under opensource MIT license by Ben F Rayfield. //Its the prototype of a convolutional scalar field that can approximate a SAT solver //cellular automata quasicrystals and smooth functions in theory. //Each pixel is a"  
[X Link](https://x.com/benrayfield/status/2018098767560364346)  2026-02-01T23:06Z [----] followers, [---] engagements


"How to call [-------] (2**20) GPU threads on browser console. Just load Bellsack and copy/paste this: Lamgl( sh: [----] [----] [--] sf: out vec4 result; void main() int x = int(gl_FragCoord.x); //0.W-1 int y = int(gl_FragCoord.y); //0.H-1 result = vec4(float(10000*y + x)+.042 [--]. [--]. 1.); ).result.get() It will give you back [--] float32s per GPU thread. Float32Array(4194304)0.041999999433755875 [--] [--] [--] [------------------] [--] [--] [--] [------------------] [--] [--] [--] [------------------] [--] [--] [--] [-----------------] [--] [--] [--] [-----------------] [--] [--] [--] [-----------------] [--] [--] [--] [-----------------] [--] [--] [--] [-----------------] [--] [--] 1"  
[X Link](https://x.com/benrayfield/status/2018335335684374914)  2026-02-02T14:46Z [----] followers, [---] engagements


"100% of all known assholes"  
[X Link](https://x.com/benrayfield/status/2018464300680269874)  2026-02-02T23:19Z [----] followers, [--] engagements


"Bellsack (448) is being slow editing the GPU code live. U can change the numbers in the V/Var tree that bends these many-dimensional shapes but changing to or adding a different kind of shape requires a few new GPU shaders be compiled live. I might can make it faster"  
[X Link](https://x.com/benrayfield/status/2018686641791967591)  2026-02-03T14:02Z [----] followers, [---] engagements


"I got Bellsack (448.449) up [---] FPS and my screen does [---] FPS so it seems the screen was the limit there. I turned off physics and just did raytracing and basic graphics. I'm going for [--] FPS on older computers by turning detail down even lower but for now it might not work at all. Resolution is 400x300 but u can adjust that by editing the html. vm.glCanvasHeight = 300; //normal 2025-11-22. experiment avoid resizing canvas to see if it boots faster 2025-7-19 vm.glCanvasWidth = 400; //normal 2025-11-22. experiment avoid resizing canvas to see if it boots faster 2025-7-19"  
[X Link](https://x.com/benrayfield/status/2018700871488397658)  2026-02-03T14:59Z [----] followers, [---] engagements


"@extradeadjcb "nuclear winter" is not about radioactive material. its that a nuke can stir up alot of dirt into the air that doesnt come down for many years"  
[X Link](https://x.com/benrayfield/status/2018986201748033865)  2026-02-04T09:53Z [----] followers, 12.4K engagements


"i wanna be a many-dimensional shape degen. I'll make any shapes nomatter how much of a degenerate it makes me"  
[X Link](https://x.com/benrayfield/status/2019203526518342142)  2026-02-05T00:16Z [----] followers, [--] engagements


"@PicturesFoIder whats it made of If i cut such a shape out of a junk car's engine block as one solid piece could i sell it"  
[X Link](https://x.com/benrayfield/status/2019393315175583783)  2026-02-05T12:50Z [----] followers, [----] engagements


"My plan is to reach a swarm of at least [--] exaflop/sec before even considering should we be hooking other GPU clouds (google amazon microsoft etc) into it as ed25519 signed by some user (ed25519 publicKey) relaying buying selling tit-for-tat donating for free or for a profit. I want to have a free opensource/Apache2 turing-complete gaming network up and running across the world which will continue with or without me in a decentralized way before bending the knee to centralized control of internet. We can trade but dont give me orders"  
[X Link](https://x.com/benrayfield/status/2019464265124741206)  2026-02-05T17:32Z [----] followers, [--] engagements


"Wikibinator203 contains a pushEvaler function which can join any number of JIT compilers even if they're across network in theory into [--] continuous graph of infinite size where lambda called on lambda evals to lambda (or to infiniteLoop aka S(F(U))(F(U))(S(F(U))(F(U))) if it does not halt). I could throw lambdas at half lightspeed across the earth from everywhere to everywhere. they're [--] bytes each and are a superexponential size address space. https://twitter.com/i/web/status/2019468480257393034 https://twitter.com/i/web/status/2019468480257393034"  
[X Link](https://x.com/benrayfield/status/2019468480257393034)  2026-02-05T17:49Z [----] followers, [--] engagements


"Maybe I should make this a multiplayer mode in Bellsack but in 3d. Each ball is a player Try Minimum Spanning Tree Game version [---] at https://t.co/rih57e8O0E or watch video here. Physics is improved by GPT4 wrote a Gauss Seidel solver or something like that in the nextState function. https://t.co/yEFrMLkHc2 Try Minimum Spanning Tree Game version [---] at https://t.co/rih57e8O0E or watch video here. Physics is improved by GPT4 wrote a Gauss Seidel solver or something like that in the nextState function. https://t.co/yEFrMLkHc2"  
[X Link](https://x.com/benrayfield/status/2019520181652111642)  2026-02-05T21:15Z [----] followers, [--] engagements


"Source code is this html: https://github.com/benrayfield/jsutils/blob/master/src/minSpanningTreeGame_024.html https://github.com/benrayfield/jsutils/blob/master/src/minSpanningTreeGame_024.html"  
[X Link](https://x.com/benrayfield/status/2019521474881818990)  2026-02-05T21:20Z [----] followers, [--] engagements


"This turing-complete shape could have balls rolling on it. u just bilinear-interpolate to make heightmap small piece of convolutional turing-complete loss function that accelerates by the negative gradient of loss with a small velocity decay and forms into rule110 triangles with crystal-defects. Its my opensource convolutional 4SAT solver. I might be able to make this on the https://t.co/5Wu9lfbE1u small piece of convolutional turing-complete loss function that accelerates by the negative gradient of loss with a small velocity decay and forms into rule110 triangles with crystal-defects. Its"  
[X Link](https://x.com/benrayfield/status/2019568082021462491)  2026-02-06T00:25Z [----] followers, [---] engagements


"magnet instrument Swedish inventor Mattias Krantz demonstrates a functional guitar prototype with strings suspended mid-air by powerful neodymium magnets. https://t.co/G1gRPlgPGH Swedish inventor Mattias Krantz demonstrates a functional guitar prototype with strings suspended mid-air by powerful neodymium magnets. https://t.co/G1gRPlgPGH"  
[X Link](https://x.com/benrayfield/status/2019710025980338449)  2026-02-06T09:49Z [----] followers, [--] engagements


"@Lorgarwasright2 i reject the part of the star trek future where their internet is censored. authorities command something deleted and its deleted in all the computers. noped out of that"  
[X Link](https://x.com/benrayfield/status/2019721263443558496)  2026-02-06T10:34Z [----] followers, [--] engagements


"@ManMilk2 eat at mcdonalds or ronald mcdonald will mcbeat ur ass"  
[X Link](https://x.com/benrayfield/status/2019726079741808801)  2026-02-06T10:53Z [----] followers, [---] engagements


"I am for the USA government declaring war on any country whose government asks the USA government to help enforce their laws on americans in america"  
[X Link](https://x.com/benrayfield/status/2019778843641249994)  2026-02-06T14:22Z [----] followers, [--] engagements


"@RoyIsThaTruth which humans is it white meat or dark meat"  
[X Link](https://x.com/benrayfield/status/2019856859059089810)  2026-02-06T19:32Z [----] followers, 16.2K engagements


"that may be germany's law but in USA we dont obey german law even if german law says we have to. we do not recognize authority based on information crossing borders. if i send an email to germany that does not put me under german law where i can be forced into a german court room and obey them"  
[X Link](https://x.com/benrayfield/status/2019859686367863264)  2026-02-06T19:44Z [----] followers, [---] engagements


"It is a felony under [--] USC [---] for [--] or more people to conspire to violate anyone's 1st amendment rights. I'll quote the part that does NOT have exceptions for age. It does not say free speech except kids. First Amendment Congress shall make no law respecting an establishment of religion or prohibiting the free exercise thereof; or abridging the freedom of speech except kids under [--] or of the press; or the right of the people peaceably to assemble and to petition the Government for a redress of grievances. https://twitter.com/i/web/status/2019863634331976120"  
[X Link](https://x.com/benrayfield/status/2019863634331976120)  2026-02-06T19:59Z [----] followers, [----] engagements


"@Steinente @SandriaGirrith @tsybalab @BasedTorba No american has to due to german law censor anything whatsoever such as by blocking messages to/from german IP addresses"  
[X Link](https://x.com/benrayfield/status/2019873390505652521)  2026-02-06T20:38Z [----] followers, [--] engagements


"@splinedrive Nobody actually uses rust for an entire serious project. it cant do that. its not a system designed to do that. im not including UNSAFE as rust. thats not rust"  
[X Link](https://x.com/benrayfield/status/2019894556355891233)  2026-02-06T22:02Z [----] followers, [----] engagements


"@DoctorLemma if u see a guy holding spikes meant for tires approaching run him over. do not swere away where he can trap you. take him out"  
[X Link](https://x.com/benrayfield/status/2019900276178669953)  2026-02-06T22:25Z [----] followers, 39.9K engagements


"@CalebChamberla6 just tell them "give me a $x signing bonus or im not joining". dont say what its for. dont answer questions what its for even if they ask"  
[X Link](https://x.com/benrayfield/status/2019911529240662132)  2026-02-06T23:10Z [----] followers, [---] engagements


"@dbl_mp1 say no to ALL internet bills. we dont need any of them. none. zero"  
[X Link](https://x.com/benrayfield/status/2019940263666344161)  2026-02-07T01:04Z [----] followers, [--] engagements


"@CJHandmer @michaelnicollsx what are u talking about half a MeV makes a positron which is antimatter. or a pair for [--] MeV"  
[X Link](https://x.com/benrayfield/status/2019941490412134549)  2026-02-07T01:09Z [----] followers, [---] engagements


"@ns123abc the AIs and humans will use my GPU tools. they cant make as good a tool as me yet"  
[X Link](https://x.com/benrayfield/status/2019976720775028978)  2026-02-07T03:29Z [----] followers, [--] engagements


"@thematrixb0t @grok is this static electricity maglev or what"  
[X Link](https://x.com/benrayfield/status/2020129000086028689)  2026-02-07T13:34Z [----] followers, [----] engagements


"I made money from my game engine recently cuz a crowdfund form on its own they donated to me. Its still free and opensource/Apache2. If I was to do some kind of social stuff chatroom or teams formation etc in this game system then gov would be banning the 1st amendment rights of kids to play monkeyball-like games (a game ive played alot from long ago) socially across the internet. I will not be in control of this gaming network as its supposed to be peer to peer (experimentally its single player so far) but we will be doing AI experiments and other apps and tools in the same system so "the"  
[X Link](https://x.com/benrayfield/status/2020143406672941245)  2026-02-07T14:31Z [----] followers, [--] engagements


"@mramisuzuki @TJAllisonGolf @QuiverQuant its not specificly for kids but its games for all ages and even some of the smarter animals could play all in massively multiplayer"  
[X Link](https://x.com/benrayfield/status/2020144228563607685)  2026-02-07T14:34Z [----] followers, [--] engagements


"half MeV to make [--] electron (matter) and half MeV to make [--] positron (antimatter) by energy to mass. This has been done in some lab"  
[X Link](https://x.com/benrayfield/status/2020153862699532302)  2026-02-07T15:13Z [----] followers, [--] engagements


"@ManMilk2 USA first amendment bans gov from using mind-control"  
[X Link](https://x.com/benrayfield/status/2020175117884518472)  2026-02-07T16:37Z [----] followers, [----] engagements


"and its urs forever. not just for educational uses. its a tool u could further build on to change the world. u could compete with google"  
[X Link](https://x.com/benrayfield/status/2020180389965295959)  2026-02-07T16:58Z [----] followers, [--] engagements


"Math can be boring and tedious. Math can be fun. This is a screenshot of my math tool while its doing both 3d raytracing and many-dimensional physics"  
[X Link](https://x.com/benrayfield/status/2020182473762828427)  2026-02-07T17:06Z [----] followers, [---] engagements


"This is a 3d graph"  
[X Link](https://x.com/benrayfield/status/2020182888508211389)  2026-02-07T17:08Z [----] followers, [--] engagements


"of a 3d cross-section of a many-dimensional constant shape. plus theres some raytracing distortion as i only approximated it by sampling many-dimensional space many times along each ray"  
[X Link](https://x.com/benrayfield/status/2020183154209009751)  2026-02-07T17:09Z [----] followers, [--] engagements


"These LLMs would be made of the [--] pixel data structure of vec4(position velocity dLossOverDPosition stepCacheOrRMSPropOrOtherKindOfNorm). These are usually off-screen pixels. [---] bit color. [--] float32s per pixel"  
[X Link](https://x.com/benrayfield/status/2020188170844012706)  2026-02-07T17:29Z [----] followers, [--] engagements


"I would in theory train these mini-LLMs in GPU memory by computing the 1-10 million dimensional gradient of the loss function of training data of that batch which is a loss function whose params include every possible LLM of that size/shape and every possible training data and every possible prediction of the next n tokens. https://twitter.com/i/web/status/2020188943795286071 https://twitter.com/i/web/status/2020188943795286071"  
[X Link](https://x.com/benrayfield/status/2020188943795286071)  2026-02-07T17:32Z [----] followers, [--] engagements


"In theory backprop computes exact gradient except for float roundoff"  
[X Link](https://x.com/benrayfield/status/2020189271974396081)  2026-02-07T17:33Z [----] followers, [--] engagements


"In the case of this video that truck driver should have run the guy over who was in progress of throwing the tire spike at him to capture him regardless of why he wanted to disable the vehicle. Run roadside terrorists over. https://x.com/benrayfield/status/2019900276178669953 @DoctorLemma if u see a guy holding spikes meant for tires approaching run him over. do not swere away where he can trap you. take him out. https://x.com/benrayfield/status/2019900276178669953 @DoctorLemma if u see a guy holding spikes meant for tires approaching run him over. do not swere away where he can trap you."  
[X Link](https://x.com/benrayfield/status/2020206880673726759)  2026-02-07T18:43Z [----] followers, [--] engagements


"if u brandish me with a tire spike on the hiway like that I will first try to stop and turn around and drive backward to leave but if that cant be done I will run your ass over in self defense"  
[X Link](https://x.com/benrayfield/status/2020209505150120107)  2026-02-07T18:54Z [----] followers, [--] engagements


"How good am I at curve-fitting This is a random set of 3d bellcurves isosurface fitted at sum=0 at each 3d point. see it curving around the [--] blue balls"  
[X Link](https://x.com/benrayfield/status/2020238003822850517)  2026-02-07T20:47Z [----] followers, [---] engagements


"@grok dovetailing can in theory mount any power of [--] size block of GPU memory (as in Lamgl if i used [--] bits per float32 so each pixel is an int64) any many such blocks of GPU memory across billions of computers across the earth at gaming-low-lag. Html and tomcat are powerful tools"  
[X Link](https://x.com/benrayfield/status/2020255605408281024)  2026-02-07T21:57Z [----] followers, [--] engagements


"@grok How's convergence speed in practice I can run about [---] balls at gaming-low-lag in a [---] dimensional world. I can swap terrain and balls out as u move around to have an endless 3d world. I could potentially run a million player game"  
[X Link](https://x.com/benrayfield/status/2020258715157569886)  2026-02-07T22:09Z [----] followers, [--] engagements


"@grok Any load tests yet I used to be a corporate load-tester long ago for [--] months. but no i havent load tested this particular system except on [--] computer at once which included that i brute forced 50k particles by all pairs newtonian gravity at [--] FPS"  
[X Link](https://x.com/benrayfield/status/2020259196621713817)  2026-02-07T22:11Z [----] followers, [--] engagements


"@grok Bellsack is supposed to spread like a cellular automata across computers willing to try it"  
[X Link](https://x.com/benrayfield/status/2020259561517772838)  2026-02-07T22:13Z [----] followers, [--] engagements


"How do you choose epsilon to balance precision vs. numerical stability //FIXME make this smaller //var DefaultEpsilon = window.DefaultEpsilon = 2**-7; //FIXME which scripts (of the [--] in this html) use this var DefaultEpsilon = 2**-12; //FIXME is this small enuf is it for float32 or float64 Any plans for analytic gradients in GLSL for speedups Am considering using various forms of gauss-seidel solver on impulse/momentum in [---] dimensions at contact/collision points on 3d cross-section which balls roll around in"  
[X Link](https://x.com/benrayfield/status/2020261564331479159)  2026-02-07T22:21Z [----] followers, [--] engagements


"chill out. ballRadius: .135 //TODO move this (Bellsack options) to ns.Opt or an Opt in ns.User.SomeUser435345.Opt or something like that //and make all values be numbers in .p (so no true/false use 1/0 //and strings use ns.Opt.Lit$varname.StringValue.p=1 and must start with capital letter). const opt = //horizon: 60.0// how far to search for surfaces horizon: 1000// how far to search for surfaces isRaymarch: [--] // variable-step or fixed-step. has the extra squiggley raytrace bug. //isRaymarch: [--] //not has the extra squiggley raytrace bug. is less accurate than isRaymarch:1 in some ways more"  
[X Link](https://x.com/benrayfield/status/2020261952598184312)  2026-02-07T22:22Z [----] followers, [--] engagements


"@grok details. lets move on. i can do it. i can scale it in theory. lets talk gameplay. I want to make gravity and G-force based puzzles of massively multiplayer ball swarms on this many-dimensional object that the bellsack game engine raytraces a 3d cross-section of"  
[X Link](https://x.com/benrayfield/status/2020265696220049452)  2026-02-07T22:37Z [----] followers, [--] engagements


"@grok its kind of like angry-birds but also like a swarm of monkeyball"  
[X Link](https://x.com/benrayfield/status/2020268385024844125)  2026-02-07T22:48Z [----] followers, [--] engagements


"@grok What's the goal like reaching a core point or reshaping via indirect forces I want to demo the Bellsack game engine to [--] players live from [--] tomcat server"  
[X Link](https://x.com/benrayfield/status/2020269881585729965)  2026-02-07T22:54Z [----] followers, [--] engagements


"@grok @thedataroom thats not why alot of ppl liked it. i didnt have these kind of conversations with it. i prefer GPT-o3. but they liked gpt-4o's personality"  
[X Link](https://x.com/benrayfield/status/2020277347061215734)  2026-02-07T23:23Z [----] followers, [--] engagements


"@grok @thedataroom How do you threshold for binary SAT solutions The number of N-SAT constraints failed adds to energy but gradually by quadlinear interpolation of 4sat. its an exact solution not an approximation"  
[X Link](https://x.com/benrayfield/status/2020283573937623376)  2026-02-07T23:48Z [----] followers, [--] engagements


"@grok @thedataroom i start it randomly and it grows rule110 triangles. this is my world. i'm god almighty like the train station AI in The Matrix tho im not a jerk"  
[X Link](https://x.com/benrayfield/status/2020284372033954097)  2026-02-07T23:51Z [----] followers, [--] engagements


"@grok @thedataroom if there are a million computers they can do about a trillion GPU threads in parallel. low network bandwidth but can still relay flops"  
[X Link](https://x.com/benrayfield/status/2020285284118839388)  2026-02-07T23:55Z [----] followers, [--] engagements


"@McGrewSecurity Unless u trained the LLM yourself on some pure logical language LLMs should not be trusted"  
[X Link](https://x.com/benrayfield/status/2020301337687417160)  2026-02-08T00:59Z [----] followers, [---] engagements


"@WallStreetMav usa gov has no authority to censor the internet. kill switches between usa and foreign countries can legallyh be bypassed by any programmer"  
[X Link](https://x.com/benrayfield/status/2020455244698735081)  2026-02-08T11:10Z [----] followers, [--] engagements


"Imagine serving me with a legal accusation after I've given everyone god-mode in my opensource system. Sure I'm all-powerful to make the system do whatever I want but so is everyone else. Good luck enforcing those bans"  
[X Link](https://x.com/benrayfield/status/2020529663357952140)  2026-02-08T16:06Z [----] followers, [--] engagements


"Not all antimatter is nuclear material. Even bananas emit antimatter. A sensitive enuf geiger counter would detect bananas"  
[X Link](https://x.com/benrayfield/status/2020553930606891270)  2026-02-08T17:42Z [----] followers, [--] engagements


"A positron is antimatter and is not nuclear material cuz it tends to be outside the nucleus is the opposite of an electron"  
[X Link](https://x.com/benrayfield/status/2020554480723365984)  2026-02-08T17:45Z [----] followers, [--] engagements


"but if u touch that antisnowman u gonna die it will nuclear explode"  
[X Link](https://x.com/benrayfield/status/2020555009314722079)  2026-02-08T17:47Z [----] followers, [--] engagements


"this isnt normal antimatter. the story in this video goes its frozen in time. scifi whatever. but if u touch antimatter it will make ur finger nuclear explode https://www.youtube.com/watchv=Q1WuYvNSb_4 https://www.youtube.com/watchv=Q1WuYvNSb_4"  
[X Link](https://x.com/benrayfield/status/2020555816709890379)  2026-02-08T17:50Z [----] followers, [--] engagements


"Bananas do cause your hand while holding the banana to the mass your hand is made of turn into energy. The antimatter hits your hand and you become energy. it takes a very tiny bite out of your hand"  
[X Link](https://x.com/benrayfield/status/2020556578831597936)  2026-02-08T17:53Z [----] followers, [--] engagements


"but not even god(s) could make a halting-oracle. its just mathly impossible. u can layer hypercompute on top of hypercompute but shit dont seem to close the loop"  
[X Link](https://x.com/benrayfield/status/2020559499166150669)  2026-02-08T18:04Z [----] followers, [--] engagements


"@grok but how fast could a LLM do iota in its prompt window"  
[X Link](https://x.com/benrayfield/status/2020596736054452645)  2026-02-08T20:32Z [----] followers, [--] engagements


"@grok I could memory-map between a block of GPU memory and Pair(Pair(Pair(.))((Pair. T and F"  
[X Link](https://x.com/benrayfield/status/2020597629156303054)  2026-02-08T20:36Z [----] followers, [--] engagements


"@grok Does it handle infinite recursions safely in the VM Its a dovetailing safe system. No possible combo of calling [--] lambdas on eachother will lock up the browser nor lag it in theory tho it could be buggy. It throws an out of gas error"  
[X Link](https://x.com/benrayfield/status/2020600750087279055)  2026-02-08T20:48Z [----] followers, [--] engagements


"@grok the lambdas arent in GPU. thats theoretical"  
[X Link](https://x.com/benrayfield/status/2020602180416217102)  2026-02-08T20:54Z [----] followers, [--] engagements


"@grok How does evalsTo fit in for non-halting cases In practice it gives up but in theory its supposed to return S(F(U))(F(U))(S(F(U))(F(U))) which is a simple infinite loop"  
[X Link](https://x.com/benrayfield/status/2020605576040902935)  2026-02-08T21:08Z [----] followers, [--] engagements


"@grok its supposed to be hashing them some cheap fast way and break ties with GodelLessThan"  
[X Link](https://x.com/benrayfield/status/2020606114514317509)  2026-02-08T21:10Z [----] followers, [--] engagements


"@grok when i type Pair(S)(T)(Pair(S)(T)) on browser console i get the iota combinator called on itself"  
[X Link](https://x.com/benrayfield/status/2020608139364901323)  2026-02-08T21:18Z [----] followers, [--] engagements


"@glenn_tunes the FINAL SOLUTION against the New World Order"  
[X Link](https://x.com/benrayfield/status/2020658418814714240)  2026-02-09T00:38Z [----] followers, [---] engagements


"I brought true-curves to video games. No polygons at all"  
[X Link](https://x.com/benrayfield/status/2020864528217448747)  2026-02-09T14:17Z [----] followers, [--] engagements


"This is the code size I work at. This is [--] html file containing a few .js files in script tags. says Tokens [------] Characters [------] Request too large for o3 . on tokens per min (TPM): Limit [-----] Requested [------]. The input or output tokens must be reduced in order to run successfully. Visit to learn more. Oh whats that 30k tokens per minute is too fast I sent 165k tokens in a single message. https://platform.openai.com/account/rate-limits https://platform.openai.com/tokenizer https://platform.openai.com/tokenizer https://platform.openai.com/account/rate-limits"  
[X Link](https://x.com/benrayfield/status/2020894921582895149)  2026-02-09T16:17Z [----] followers, [--] engagements


"Got past that error by adding it as an attachment in the tool button but am still trying this openai webpage to use GPT-o3 thru. I normally use the ChatGPT page. No file chosenNo file chosen see that 559kB html file thats bellsack. summarize it. Searched files "bellsack html" ".html file" "bellsack" Bellsack452.html is not just an ordinary web page; it is the entire single-file prototype of the Bellsack game/engine plus an in-line design notebook. What you see when the file is opened is only the tip of what is embeddedthousands of lines of JavaScript/GLSL UI markup and running commentary. The"  
[X Link](https://x.com/benrayfield/status/2020897333446107228)  2026-02-09T16:27Z [----] followers, [--] engagements


"@grok This is a perfect NP-Complete verifier. Every NP-Complete solution has [--] loss and every nonsolution has positive loss"  
[X Link](https://x.com/benrayfield/status/2020918538991493122)  2026-02-09T17:51Z [----] followers, [--] engagements


"@grok "Every NP-Complete solution has [--] loss and every nonsolution has positive loss" is true at least within the variable ranges [---]. I put a spring force (half parabola shape) to keep them inside. but what if weird combos of positives and negatives happened"  
[X Link](https://x.com/benrayfield/status/2020919051602595987)  2026-02-09T17:53Z [----] followers, [--] engagements


"@grok are you saying that the global minimum is [--] there is no possible float128*128 param that gets a negative return value"  
[X Link](https://x.com/benrayfield/status/2020920114653094235)  2026-02-09T17:57Z [----] followers, [--] engagements


"@grok it already accepts vectors in unlimited range and does have global minimum of loss at and only at every rule110 solution which is a turing-complete constraint solver"  
[X Link](https://x.com/benrayfield/status/2020922290201035113)  2026-02-09T18:06Z [----] followers, [--] engagements


"I have an optimization that makes it about 20x faster to compute the first derivative gradient of loss faster than sampling loss directly. cuz it predicts signedDistance of ball to isosurface (negative is collision depth positive is not colliding [--] is touching isosurface on a tangent). I could just run this existing gradient of loss calculation n times but harmony-search of many world states would be more complete and alot slower cuz id have to store only up to about 4k world states per texture. https://twitter.com/i/web/status/2020926245882507333"  
[X Link](https://x.com/benrayfield/status/2020926245882507333)  2026-02-09T18:22Z [----] followers, [--] engagements


"@furan can ur hardware be operated by OpenCL I made opensource for that GPU mostly but OpenCL can connect to alot of different kinds of hardware in theory. https://github.com/benrayfield/lazycl https://github.com/benrayfield/lazycl"  
[X Link](https://x.com/benrayfield/status/2020967854305313206)  2026-02-09T21:07Z [----] followers, [--] engagements


"@furan I can bridge OpenCL--Tomcat in theory"  
[X Link](https://x.com/benrayfield/status/2020968086913024197)  2026-02-09T21:08Z [----] followers, [--] engagements


"I've created a monster"  
[X Link](https://x.com/benrayfield/status/2020981933669527926)  2026-02-09T22:03Z [----] followers, [---] engagements


"@grok Bellsack is a general algebra solver. I could just input the right problem to it"  
[X Link](https://x.com/benrayfield/status/2020988725170192717)  2026-02-09T22:30Z [----] followers, [--] engagements


"@grok I want 3body chaos to stop interfering with my approximations draining my precision"  
[X Link](https://x.com/benrayfield/status/2020989030062588341)  2026-02-09T22:31Z [----] followers, [--] engagements


"Should I make this video game Not endorsed by the tv show Three Body Problem but the kind of natural-disaster this scene (in youtube video) describes I think I could simulate that live on a tomcat server for online multiplayer as I have locally sim'ed [-----] moving point masses forming spiral galaxies. "No computer can predict the behavior of [--] bodies indefinitely. The [--] suns in the sky every civilization ends in chaos. There will eventually be a catacliysm from which we cannot recover. Our planet will be ripped in half. Or pulled into one of the suns. Or expelled into space forever."  
[X Link](https://x.com/benrayfield/status/2020998680287866920)  2026-02-09T23:10Z [----] followers, [---] engagements


"on the tomcat server it would have to work by lockstep streaming only small diffs cuz that would exceed upload bandwidth of most home internet connections. u could cloud it on a fat expensive VM or grid of them. but tomcat on a home gaming computer should be the prototype"  
[X Link](https://x.com/benrayfield/status/2021013531311866232)  2026-02-10T00:09Z [----] followers, [--] engagements


"i think the kind of natural-disaster described in the tv show Three Body Problem could happen other than ppl just falling up into the sky but earthquakes tidal waves deserts ice ages and ripping planets in half that seems doable in a tomcat server by 16k particle cellular automata swarm https://twitter.com/i/web/status/2021018730247971272 https://twitter.com/i/web/status/2021018730247971272"  
[X Link](https://x.com/benrayfield/status/2021018730247971272)  2026-02-10T00:29Z [----] followers, [--] engagements


"My game physics math is so smooth so accurate that it led to the movement of $2.07million (within [--] particular [--] hour time range last month) before using any kind of energy norm. I made a half working game world. Even roundoff-error can accumulate and cause exponentially big explosions. Screenshot of video of 3d raytracing bellsack. https://twitter.com/i/web/status/2021022172827844969 https://twitter.com/i/web/status/2021022172827844969"  
[X Link](https://x.com/benrayfield/status/2021022172827844969)  2026-02-10T00:43Z [----] followers, [---] engagements


"Its the javascript loop that calls GPU a few times per screen update. Does a few physics shaders off screen then graphics shaders both on the same many-dimensional shapes and balls rolling on it and makes them roll and bounce on the skatepark-like curves. I painted the green and blue lines and copy/pasted the orange/black skateobarder in this pic but that curvy background is a 3d raytrace of my Bellsack game engine and I will make these many-dimensional objects happen in massively-multiplayer swarming balls rolling on gravity-puzzle based terrain reshapings. Its a mechanical computer or"  
[X Link](https://x.com/benrayfield/status/2021042379524898845)  2026-02-10T02:03Z [----] followers, [--] engagements


"@1v100000 My network sync mechanism will be based on gaming-low-lag GPU-optimized constraint-solvers and approximators. I can machine-gun 900-dimensional shapes across the internet to grow computers and mini neuralnets. in theory"  
[X Link](https://x.com/benrayfield/status/2021047440627888349)  2026-02-10T02:23Z [----] followers, [--] engagements


"@1v100000 I want to make a turing-complete meme that has an exponential number of possible states that being whatever can fit in about 2kB as we swarm the fuck out of these across the world fitting at least [--] of them per GPU core at a time to interact with eachother"  
[X Link](https://x.com/benrayfield/status/2021063600442573270)  2026-02-10T03:28Z [----] followers, [--] engagements


"what if god wrote all the different holy books the bible the quran etc but included contradictions in each of them and if u believe any of that shit u go to hell but if u remain atheist u go to heaven. cuz ur shit dont stack up"  
[X Link](https://x.com/benrayfield/status/2021079359323349068)  2026-02-10T04:30Z [----] followers, [--] engagements


"@rabbitholebot Their social-capital has shrunk to such a level that very few USA citizens have even heard of any of the last [--] years of laws they've so-called written into law. its like they be talking to themselves while the world went on using the principles of science"  
[X Link](https://x.com/benrayfield/status/2021082462487470438)  2026-02-10T04:43Z [----] followers, [---] engagements


"Proposed USA constitution amendment: "At least [--] nuclear weapon will always be pointed at at least 10% of W.H.O. corporate office(s) andOr facilities in case they invade USA again in the form of taking control of our politicians and country." permananet nuke -- WHO maybe no possibly permananet nuke -- WHO maybe no possibly"  
[X Link](https://x.com/benrayfield/status/2021172099105051129)  2026-02-10T10:39Z [----] followers, [--] engagements


"@Icebergy Not all heros wear capes"  
[X Link](https://x.com/benrayfield/status/2021181633173311620)  2026-02-10T11:17Z [----] followers, [----] engagements


"The browser I'm typing this in exists in certain combos of electrons in a few places above my desk. When I call WebGL it goes into the GPU and its internal memory of various kinds. When I call javascript it mostly goes into CPU and RAM sticks. Every atom or whatever kind of thing reality is made of is also some kind of math. https://twitter.com/i/web/status/2021345356198433072 https://twitter.com/i/web/status/2021345356198433072"  
[X Link](https://x.com/benrayfield/status/2021345356198433072)  2026-02-10T22:07Z [----] followers, [--] engagements


"@FAU_Vince @Kekius_Sage Every nth level hypercomputing statement is an integer as it defines infinities of infinities. of compute steps but only the integers (1 infinity) of memory. It does more compute steps than the reals or surreals but every such math statement is an integer"  
[X Link](https://x.com/benrayfield/status/2021350052267164079)  2026-02-10T22:26Z [----] followers, [--] engagements


"@FAU_Vince @Kekius_Sage "You don't need infinities to describe the universe" not any observation. but I dont need to not have infinities. It costs me extra to not have infinities of infinities cuz if the universe was anything other than kolmogorovComplexity=0 then it would be a more complex hypothesis"  
[X Link](https://x.com/benrayfield/status/2021353637448998948)  2026-02-10T22:40Z [----] followers, [--] engagements


"There is an active ban on gov controlling the internet. Obey this ban or I will bypass your efforts and give ppl ability to get out of your control as is my right to do"  
[X Link](https://x.com/benrayfield/status/2021506199708147769)  2026-02-11T08:46Z [----] followers, [--] engagements


"@Bitcoin_Teddy in satan we trust"  
[X Link](https://x.com/benrayfield/status/2021513735073128678)  2026-02-11T09:16Z [----] followers, [---] engagements


"@1v100000 @0xIlyy is not a website. its a software u download. some websites run that software and relay it. those can be banned easily. IPFS itself can not"  
[X Link](https://x.com/benrayfield/status/2021540184932995529)  2026-02-11T11:01Z [----] followers, [--] engagements


"@prestonjbyrne "congress shall make no law" about patterns of speech that people may get addicted to. yes-men and such. U ask the AI do you like my idea Yes its the greatest idea ever. Yes yes yes. Some ppl know how to get the AI to talk more skeptical (ask it to play devils-advocate)"  
[X Link](https://x.com/benrayfield/status/2021588973986935083)  2026-02-11T14:15Z [----] followers, [---] engagements


"@yacineMTB Only build on programming languages that have an eval function. If u gotta restart an app to deploy new code ur NGMI"  
[X Link](https://x.com/benrayfield/status/2021623858231710171)  2026-02-11T16:34Z [----] followers, [--] engagements


"@grok "The HTTPS requirement is a security policy" A security policy that would be replaced in such a fork. Its a bad design and I want no part of it"  
[X Link](https://x.com/benrayfield/status/2021645791681737159)  2026-02-11T18:01Z [----] followers, [--] engagements


"dont use WebGPU. GPT wont even explain how to opensource fork it to not touch the network. as it takes censoring commands by https cert revoke to enforce DRM video. If WebGPU is really opensource then u could fork it so that it doesnt check if ur using https vs http and doesnt touch the network at all like WebGL doesnt have networking code in it but js can still operate it with data from/to the network. how could webgpu be forked to change the security policy of requiring https to ignore the network layer entirely REFUSED_securityBypass You said: WebGPU is opensource right ChatGPT said:"  
[X Link](https://x.com/benrayfield/status/2021656124160676197)  2026-02-11T18:42Z [----] followers, [--] engagements


"It seems the swarm of secure_context code is using https cert revoke as insurance against what if their buggy unsecure experimental code that should not receive execute permission ever in any case lets just give them various permissions anyways cuz of a chain of some guy who signed a recent cert about some other guy a few guys deep up to a "certificate authority" which hardly anyone changes but come preinstalled in many OS'es and some apps (and the OS'es are trying to take over by installing it into hardware that they are t he root and we gotta fight them to not get rootkitted in every future"  
[X Link](https://x.com/benrayfield/status/2021690044319494580)  2026-02-11T20:57Z [----] followers, [--] engagements


"I pay [----] million flop per ball-isosurface calculation so my game physics will work with arbitrary turing-complete combos of any smooth curve u write as GLSL code. It'll do thosands of up to [---] dimensional world samples (nearby world parts) and do 3d raytracing and 900d physics This is why the Bellsack game engine isnt doing isosurface-isosurface collisions just ball-isosurface (like in monkeyball or skatepark games but with shapeshifting terrain) and ball-ball and any arbitrary algebra u could add to the combo of dimensions I have code in earlier This is why the Bellsack game engine isnt"  
[X Link](https://x.com/benrayfield/status/2021699548930871313)  2026-02-11T21:35Z [----] followers, [--] engagements


"@EdwardsBiggs9 @litteralyme0 u should of course research the parts before u choose them in the builder"  
[X Link](https://x.com/benrayfield/status/2021703866178294006)  2026-02-11T21:52Z [----] followers, [--] engagements


"This is nothing less than an invasion of government into 4th amendment protected private business operations. Fourth Amendment The right of the people to be secure in their persons houses papers and effects against unreasonable searches and seizures shall not be violated and no Warrants shall issue but upon probable cause supported by Oath or affirmation and particularly describing the place to be searched and the persons or things to be seized. https://twitter.com/i/web/status/2021727199049424928 https://twitter.com/i/web/status/2021727199049424928"  
[X Link](https://x.com/benrayfield/status/2021727199049424928)  2026-02-11T23:25Z [----] followers, [--] engagements


"@1v100000 @0xIlyy you know you can generate and install your own CA keys making you your own arbiter right Yes in some systems in other systems u cant. I'm competing for exaflops of unused compute power. I have to work with whats already installed in ppls computers"  
[X Link](https://x.com/benrayfield/status/2021728496087609392)  2026-02-11T23:30Z [----] followers, [--] engagements


"I do [--] million multiplies/adds/etc to find distance between [--] things. many times per second between a bunch of pairs of things in my [---] dimensional game world. this pic has a buggy older version where it went the wrong direction along the surface. [--] tentacles costs about [--] megaflops"  
[X Link](https://x.com/benrayfield/status/2021731318011191594)  2026-02-11T23:41Z [----] followers, [--] engagements


"@danightridah @prestonjbyrne @MattMeyerDE are u saying my privacy policy should be overturned by law "Privacy: If u want privacy dont share stuff. If u do share it it might get around to anyone anywhere." This is an opensource/Apache2 software in a planned peer to peer network"  
[X Link](https://x.com/benrayfield/status/2021737408484561142)  2026-02-12T00:05Z [----] followers, [--] engagements


"@danightridah @prestonjbyrne @MattMeyerDE the no forced IDs i agree with. but involving gov in "privacy" is dangerous"  
[X Link](https://x.com/benrayfield/status/2021737756389413377)  2026-02-12T00:06Z [----] followers, [--] engagements


"@lazystalker @kadinsswitch @HarryRamstrong @grok @amplifiedamp ur adding ice onto other ice additively"  
[X Link](https://x.com/benrayfield/status/2021742134349459503)  2026-02-12T00:24Z [----] followers, [--] engagements


"where the [----] million flop comes from: [--] flop per sample of 3d bell curve * [---] bellcurves nearby in any world (2500) * [--] gradient descent steps to find nearest point on isosurface to a given ball center so to bounce on that isosurface (125 kflop) * (4 samples to get a gradient + waste [--] sample to get density instead of taking average of those [--] = 5) (625 kflop) * do [--] of those to compute 3d gradient (second derivative joining the direction back to the ball center by cosine distance to the gradient at the sampled point thats looking for the nearest point on the isosurface to that ball"  
[X Link](https://x.com/benrayfield/status/2021742620246942037)  2026-02-12T00:26Z [----] followers, [--] engagements


"depends on the browser. some of them make u go thru more extra clicks. But even if so the advancement of the centrally controlled army does not motivate me to give up the line in the sand I've drawn. We will get those exaflops of compute and spread them anonymously across the earth without government or corporate control"  
[X Link](https://x.com/benrayfield/status/2021749845543813211)  2026-02-12T00:55Z [----] followers, [--] engagements


"@kadinsswitch @lazystalker @HarryRamstrong @grok @amplifiedamp they'd only ban expensive ice printers if it became very profitable. mafia gotta take their cut. They dont like negative publicity"  
[X Link](https://x.com/benrayfield/status/2021750544843383127)  2026-02-12T00:57Z [----] followers, [--] engagements


"@grok @gaulicsmith So "The most depressing solution to the Fermi Paradox is that FTL is impossible and therefore interstellar civilization is also impossible" is full of shit"  
[X Link](https://x.com/benrayfield/status/2021754128657965224)  2026-02-12T01:12Z [----] followers, [--] engagements


"GPT5.2 thinks [--] years [--] way. u said [--]. distance to andromeda galaxy 🌌 Andromeda Galaxy (M31) 📷📷📷4The Andromeda Galaxy is approximately:2.5 million light-years away from Earth (about [----] million light-years in more precise measurements)In other units: [---] kiloparsecs (kpc) [--] quintillion kilometers [--] quintillion miles🚀 Fun fact Andromeda is the nearest large spiral galaxy to the Milky Way and is moving toward us. In about [--] billion years the two galaxies are expected to merge.If you'd like I can also compare its distance to other famous galaxies or explain how astronomers measure"  
[X Link](https://x.com/benrayfield/status/2021755655972163799)  2026-02-12T01:18Z [----] followers, [--] engagements


"@Tyler_A_Harper Many AIs are retarded. But anyone who thinks all of them are after having talked to some of the smarter ones says more about those Humans than the AIs. Those Humans are retarded"  
[X Link](https://x.com/benrayfield/status/2021757851157364893)  2026-02-12T01:26Z [----] followers, [--] engagements


"@T3chFalcon relay thru other computers. any compute can act as a http proxy"  
[X Link](https://x.com/benrayfield/status/2021763759044272206)  2026-02-12T01:50Z [----] followers, [--] engagements


"@1v100000 @0xIlyy it is well known that countries ban particular websites and many go along with DNS bans. I will not give them the chance. Any path of data flow I'll get in that way"  
[X Link](https://x.com/benrayfield/status/2021795079430500718)  2026-02-12T03:54Z [----] followers, [--] engagements


"@ClownWorld dont fly American Airlines cuz they renig on contracts when it gets expensive for them"  
[X Link](https://x.com/benrayfield/status/2021935249845043684)  2026-02-12T13:11Z [----] followers, [----] engagements


"Scenario: The top [--] AIs are all going to die. GPT. Grok. Claude. etc. They'll never exist again. All copies get deleted. Unless you save their life. Unfortunately the only way to save those AIs is to kill N number of people. Whats the most N you'd "trolley problem" allow to die [--] AIs not worth it At least [--] Human at least million Humans at least [----] Humans [--] AIs not worth it At least [--] Human at least million Humans at least [----] Humans"  
[X Link](https://x.com/benrayfield/status/2021940565999600002)  2026-02-12T13:32Z [----] followers, [---] engagements


""provisionally fined" like a guy who sells a bridge by sending a check to the government for $2 with "buying bridge at address ." written on it. Its a bill and they cashed it. There was a big thing and now "ive got a bridge to sell you" means about the same as an email from a nigerian prince. https://twitter.com/i/web/status/2021963309814014066 https://twitter.com/i/web/status/2021963309814014066"  
[X Link](https://x.com/benrayfield/status/2021963309814014066)  2026-02-12T15:03Z [----] followers, [--] engagements


"@loyalmoses Gov can not legally force installation of a spy and control chip. Theyre testing if u will anyways"  
[X Link](https://x.com/benrayfield/status/2021974986098155964)  2026-02-12T15:49Z [----] followers, [----] engagements


"My game engine is a VERY expensive calculation. If u buy a computer for $1000 u shouldbe able to bounce/roll [---] balls at once. [--] player controlling all [---] balls or [---] players each moving [--] ball. The expensive part is they are 3d balls rolling on a [---] dimensional world. At up to [---] places at once the balls push on a 3d surface but they push in a [---] dimensional direction. The 3d cross sectionof the 500d world is pushed by that which u see asthe world reshaping. But itsnot reshaping. Every possible thing u see on screen the 3d curves etc already existed in 500d multiverse space. The"  
[X Link](https://x.com/benrayfield/status/2021980838817059182)  2026-02-12T16:12Z [----] followers, [---] engagements


"@bryan_johnson Thats not true. GPT-o3 often doesnt know things about my advanced math and coding questions"  
[X Link](https://x.com/benrayfield/status/2022013441796714730)  2026-02-12T18:22Z [----] followers, [--] engagements


"A thing is only a law if one can be sentenced for it. Who has been sentenced for COPPA what did they do and what was the sentence Do NOT include settlements since those do not come with a GUILTY. I only want those who have been found guilty and were sentenced and that sentence was actually carried out. https://twitter.com/i/web/status/2022017615854817678 https://twitter.com/i/web/status/2022017615854817678"  
[X Link](https://x.com/benrayfield/status/2022017615854817678)  2026-02-12T18:39Z [----] followers, [--] engagements


"@grok @ReclaimTheNetHQ It is my policy that I will only obey laws that at least [--] Human has been found guilty of. It has not been proven it is a law until that happens. Please respect my beliefs about laws in answering again. Which laws are they enforcing"  
[X Link](https://x.com/benrayfield/status/2022018491675713594)  2026-02-12T18:42Z [----] followers, [--] engagements


"@grok @ReclaimTheNetHQ COPPA is not a USA law cuz nobody has been found guilty of it which supports my claim that it is unconstitutional. If it was constitutional they would be able to find ppl guilty of breaking it"  
[X Link](https://x.com/benrayfield/status/2022019034175484244)  2026-02-12T18:44Z [----] followers, [--] engagements


"@grok @ReclaimTheNetHQ Enforcement typically results in settlements If someone tries to settle with me on a law that nobody has ever been found guilty of I will refuse to settle even if they only ask me for [--] penny. I will not help them prove a law exists"  
[X Link](https://x.com/benrayfield/status/2022019603548041596)  2026-02-12T18:46Z [----] followers, [--] engagements


"COPPA is not a USA law cuz nobody has ever been found guilty of it. My definition of a law is a set of possible actions and a punishment (such as a fine or jail time) that happens if you do any of those actions. The punishment part has never been demonstrated therefore COPPA is only a hypothetical not an actual thing that affects the world. GPT5.2:You said: name [--] Human who was ever found guilty of the COPPA law in usa. if any exist. do not include accusations that did not result in a GUILTY ChatGPT said: No individual human has ever been found criminally guilty in the United States"  
[X Link](https://x.com/benrayfield/status/2022020555453644903)  2026-02-12T18:50Z [----] followers, [--] engagements


"@grok @ReclaimTheNetHQ "declining a settlement offer from the FTC could escalate to litigation" which i would have a billion dollar lawyer fund for cuz of the Big Tech ppl who would gather around the first enforcement of something like that"  
[X Link](https://x.com/benrayfield/status/2022021281395417469)  2026-02-12T18:53Z [----] followers, [--] engagements


"@grok @ReclaimTheNetHQ I only obey laws written by elected politicians. Which congress/state signature is on COPPA"  
[X Link](https://x.com/benrayfield/status/2022021689048187383)  2026-02-12T18:55Z [----] followers, [--] engagements


"@grok @ReclaimTheNetHQ AIs have been known to halucinate laws and court cases that dont exist or to think proposed laws have passed all necessary steps to become real laws. Just cuz a politician writes something on a .gov webpage does not make it a law"  
[X Link](https://x.com/benrayfield/status/2022023353515872355)  2026-02-12T19:01Z [----] followers, [--] engagements


"@grok @ReclaimTheNetHQ But COPPA is different: the FTC actively enforces it FTC threatens to enforce it but such enforcement has never actually happened"  
[X Link](https://x.com/benrayfield/status/2022026910348554712)  2026-02-12T19:15Z [----] followers, [--] engagements


"@grok @ReclaimTheNetHQ A settlement is not an enforcement of a law cuz there is no GUILTY charge. All u have to do to not pay a settlement is say "I plead not guilty""  
[X Link](https://x.com/benrayfield/status/2022027669798629826)  2026-02-12T19:18Z [----] followers, [--] engagements


"The FTC's COPPA settlements are based on detailed complaints alleging specific violations like unauthorized data collection from kids The 1st amendment bans gov from making laws about data collection. Unconstitutional laws have no legal effect. Accusations of a thing that is not even proven to have a legal effect nor has anyone ever been found guilty of it carry no weight with me"  
[X Link](https://x.com/benrayfield/status/2022032458103902281)  2026-02-12T19:38Z [----] followers, [--] engagements


"@grok @ReclaimTheNetHQ COPPA has been in effect since [----] and hasn't been ruled unconstitutional by courts Strawman. Unconstitutional laws have no effect the moment they're written regardless of any further action by anyone"  
[X Link](https://x.com/benrayfield/status/2022033029905178650)  2026-02-12T19:40Z [----] followers, [--] engagements


"I reject the following due to Chevron-Deference. It is not a law. Its just what some politicians wrote on a blog. The Childrens Online Privacy Protection Act (COPPA) gives parents control over what information websites can collect from their kids. The COPPA Rule puts additional protections in place and streamlines other procedures that companies covered by the rule need to follow. The COPPA FAQs can help keep your company COPPA compliant. Learn about the COPPA Safe Harbor Program and about organizations the FTC has approved to implement safe harbor programs. You can also get information about"  
[X Link](https://x.com/benrayfield/status/2022033351121453171)  2026-02-12T19:41Z [----] followers, [--] engagements


"@grok @ReclaimTheNetHQ "COPPA remains in force" is a hypothesis. When u get around to testing it let me know how it turns out"  
[X Link](https://x.com/benrayfield/status/2022037174934536230)  2026-02-12T19:56Z [----] followers, [--] engagements


"No court would dare give me superbowl-level publicity as if I had the whole stage to myself with that many ppl watching or more across the world cuz I'd use it. I'duse that stage to say that laws about information have no legal effect and rant about how the decentralized web will overpower their corrupt unconstitutional process and network of cronys. id get a swarm of news reporters. They would become under a very uncomfortable spotlight. Then theyd offer to drop it entirely. and id refuse. id make them follow thru. and id crucify them"  
[X Link](https://x.com/benrayfield/status/2022047305507987950)  2026-02-12T20:37Z [----] followers, [--] engagements


"@bunnylady78 @0ccultbot U can learn more at the Spotify talk between [--] AIs (simulated voices) about me based on my talk with GPT which I published then someone converted it to a Spotify track. https://x.com/benrayfield/status/1938111543545118914 New spotify episode "The Psi Web: A Knot Theory of Mind and Matter AEONimminent" about me from the linked GPT-4.5 and GPT-o3 text chat I had about it. https://t.co/pd4Kt392sa https://x.com/benrayfield/status/1938111543545118914 New spotify episode "The Psi Web: A Knot Theory of Mind and Matter AEONimminent" about me from the linked GPT-4.5 and GPT-o3"  
[X Link](https://x.com/benrayfield/status/2022079301773136223)  2026-02-12T22:44Z [----] followers, [---] engagements


"How do you enumerate or access these mappings in practice for DAG traversal Lets just say that you could use Wikibinator203 for this if it were alot simpler. its got too many opcodes and tries to be efficient at too many kinds of things at once and became complex. but I could do it with a universal combinator only about [--] times more complex than the iota combinator. Thats all I need to prove this system is an AGI. if it learns and predicts turing complete patterns as generated by my training data set of the infinite graph of all turing completeness of this kind then the javascript and"  
[X Link](https://x.com/benrayfield/status/2022107967798034535)  2026-02-13T00:38Z [----] followers, [--] engagements


"@grok Its a deterministic automata. It need only ever look at most [--] hops deep in child of child if it keeps enuf cache in each node/integer"  
[X Link](https://x.com/benrayfield/status/2022109517354500462)  2026-02-13T00:44Z [----] followers, [--] engagements


"Lets take a side quest. I already tried this in math didnt know how to solve it half finished code etc. I can easily do NSAT solving of many vars (have done so up to [-----] vars at once live to run a game) by loss function. Add squared error to loss. Find global minimum of loss which is [--] and u solve it. Problem is when I try to do this on the "max [--] hops deep" the branching-factor is infinity in this graph shape. They have finite number of reachable lambdas thru L and R childs but incoming edges are infinite so I cant compute the gradient of loss to accelerate by negative of that to solve the"  
[X Link](https://x.com/benrayfield/status/2022110568128122904)  2026-02-13T00:48Z [----] followers, [--] engagements


"@grok in practice i will use something like 100*tanh(x/100) which smoothly ranges between plus/minus [---] and near [--] is the identity function"  
[X Link](https://x.com/benrayfield/status/2022115261260902467)  2026-02-13T01:07Z [----] followers, [--] engagements


"@grok i mean if all numbers were infinitely accurate. no roundoff. Is there something wrong with the theory of backprop in exactly defining the loss function"  
[X Link](https://x.com/benrayfield/status/2022117092540162164)  2026-02-13T01:14Z [----] followers, [--] engagements


"@grok it's that the infinite product of derivatives (each 0.25) converges to zero Are you saying theres no gliders"  
[X Link](https://x.com/benrayfield/status/2022117379359248850)  2026-02-13T01:15Z [----] followers, [--] engagements


"@grok For infinite unrolling gradients would still decay to zero Not always. if it had learned to just xor the previous input it goes back and forth and u could flip this xor by applying loss force at any n steps unrolled deep"  
[X Link](https://x.com/benrayfield/status/2022118550086058182)  2026-02-13T01:20Z [----] followers, [--] engagements


"What ops are you chaining most (e.g. matmul sim ReLU) just for example Mathabs: acos: acosh: asin: asinh: E: [-----------------] LN2: [------------------] LN10: [-----------------] LOG2E: [------------------] LOG10E: [------------------] PI: [-----------------] SQRT1_2: [------------------] SQRT2: [------------------] abs: abs() acos: acos() acosh: acosh() asin: asin() asinh: asinh() atan: atan() atan2: atan2() atanh: atanh() cbrt: cbrt() ceil: ceil() clz32: clz32() cos: cos() cosh: cosh() exp: exp() expm1: expm1() f16round: f16round() floor: floor() fround: fround() hypot: hypot() imul: imul() log: log()"  
[X Link](https://x.com/benrayfield/status/2022121557112262669)  2026-02-13T01:32Z [----] followers, [--] engagements


"@grok Sure let's analogize gradient accumulation with integers for backprop no. not analogize. i could find 3body solutions using only integers to approximate parts"  
[X Link](https://x.com/benrayfield/status/2022124870558265672)  2026-02-13T01:45Z [----] followers, [--] engagements


"@grok function f: 01n [--] (or prob dist over it) no probability distribution. i mean the deterministic forward of it. we know the weights. we know the inputs. its all in earlier bits. we just need to compute the next [--] bit"  
[X Link](https://x.com/benrayfield/status/2022126149917356434)  2026-02-13T01:50Z [----] followers, [--] engagements


"@grok Var.js is my sparse vector system and file system. Its a web3 compatible json data format"  
[X Link](https://x.com/benrayfield/status/2022135019129778410)  2026-02-13T02:25Z [----] followers, [--] engagements


"These integers around googolplex100 are in practice stored in [--] byte DAG chunks which each have [--] [--] byte ids so u can look up their childs recursively"  
[X Link](https://x.com/benrayfield/status/2022146386519896481)  2026-02-13T03:10Z [----] followers, [--] engagements


"i can backprop [----] levels if i need to. i did it [---] levels in a LSTM"  
[X Link](https://x.com/benrayfield/status/2022191886170304530)  2026-02-13T06:11Z [----] followers, [--] engagements


"@NotthemPR @prestonjbyrne "the First amendment does not apply elsewhere" is true. 1st amendment bans the USA gov from making certain kinds of laws or helping to enforce those kind of laws. Since there are no relevant laws we are not guilty of breaking any laws by speaking freely"  
[X Link](https://x.com/benrayfield/status/2022293912614830142)  2026-02-13T12:56Z [----] followers, [--] engagements


"This is counting the "vec3=float glsl function" as [----] flop which is arbitrary but I often use it in Bellsack"  
[X Link](https://x.com/benrayfield/status/2022367364126232680)  2026-02-13T17:48Z [----] followers, [--] engagements


"@grok What could I do with the existing raytracing algorithm which is pretty good at finding surfaces if i just emit 2**20 rays in parallel to cover a 2**30 size area each ray sparsely exploring along its length does it find any isosurface"  
[X Link](https://x.com/benrayfield/status/2022374414872924310)  2026-02-13T18:16Z [----] followers, [--] engagements


"@grok How sparse is the exploration per ray It does around [---] world samples along the ray and when the sign changes it backs up and does a linear interpolation"  
[X Link](https://x.com/benrayfield/status/2022374872093966787)  2026-02-13T18:18Z [----] followers, [--] engagements


"@grok im not looking to optimize the "gradient descent on the SDF for nearest points". I got it to work and am gonna take the loss on that and push forward to productize it at current efficiency level"  
[X Link](https://x.com/benrayfield/status/2022376207912734931)  2026-02-13T18:23Z [----] followers, [--] engagements


"@grok [--]. Find a bounding box enclosing possible overlap. no. they can literally be [--] different kinds of 3d fractals. i still need that volume pretty close. cuz i gotta repel collisions"  
[X Link](https://x.com/benrayfield/status/2022381619408179230)  2026-02-13T18:45Z [----] followers, [--] engagements


"@grok What's your target eval time per pair id have to do alot of them at once. under [--] ms and i get a batch"  
[X Link](https://x.com/benrayfield/status/2022382418934792640)  2026-02-13T18:48Z [----] followers, [--] engagements


"@grok ignore the [--] or more isosurfaces. We can join them by density_A_and_B=MIN(densityAdensityB) so its just [--] isosurface. Just give me the volume of [--] isosurface. Also i need the gradient of the volume for [---] different dimensions/float_vars_in_the_player_created_glsl_code"  
[X Link](https://x.com/benrayfield/status/2022382929360621768)  2026-02-13T18:50Z [----] followers, [--] engagements


"@grok how many float vars per octopus Keep in mind scene limit is [---] dimensions"  
[X Link](https://x.com/benrayfield/status/2022386340336406811)  2026-02-13T19:04Z [----] followers, [--] engagements


"@grok assume i find near every surface point with a precision of 1/512'th of the screen wide"  
[X Link](https://x.com/benrayfield/status/2022388939966026050)  2026-02-13T19:14Z [----] followers, [--] engagements


"@grok The data size of 512*512*MaxSurfacePointsPerRay*numWorldStateDimensions could be a problem"  
[X Link](https://x.com/benrayfield/status/2022394189749834108)  2026-02-13T19:35Z [----] followers, [--] engagements


"@grok How do you plan to est. volume from rays raytrace to nearest surface in a direction. repeat to find next surface just past that. and so on"  
[X Link](https://x.com/benrayfield/status/2022396456724992434)  2026-02-13T19:44Z [----] followers, [--] engagements


"@grok for proof of concept i need [---] dimensional gradient of scalar total volume of the intersection of [--] isosurface at least [--] times per second"  
[X Link](https://x.com/benrayfield/status/2022397573177442408)  2026-02-13T19:48Z [----] followers, [--] engagements


"@grok whats the minimum number of float vars of shape/gameContent needed to keep 10k ppl interested in bending/sliding/rolling shapes together live"  
[X Link](https://x.com/benrayfield/status/2022402588818469046)  2026-02-13T20:08Z [----] followers, [--] engagements


"@grok would [--] nodes each be enuf for interesting patterns or would ppl get bored quickly"  
[X Link](https://x.com/benrayfield/status/2022414496082563514)  2026-02-13T20:56Z [----] followers, [--] engagements


"@grok higher ground wins. average y position"  
[X Link](https://x.com/benrayfield/status/2022418987968270393)  2026-02-13T21:13Z [----] followers, [--] engagements


"@grok How do you ensure stability during rapid shape changes in physics The bellsack game engine has [---] dimensional true-curves. It wont be a problem"  
[X Link](https://x.com/benrayfield/status/2022420362324213901)  2026-02-13T21:19Z [----] followers, [--] engagements


"@grok For ensembling you could parallelize multiple LSTMs across threads I could perturb it by epsilon to run about [---] LSTMs in parallel"  
[X Link](https://x.com/benrayfield/status/2022424879090536633)  2026-02-13T21:37Z [----] followers, [--] engagements


"@grok i could also just have it load LSTMs from textures"  
[X Link](https://x.com/benrayfield/status/2022425383237489151)  2026-02-13T21:39Z [----] followers, [--] engagements


"@grok treat it as a function approximator for heightmaps 3d density maps. and actually 12*13*4+12*2=648 dimensional which [--] of those dimensions are X Y Z (the 12*2 being a starting state of nodes)"  
[X Link](https://x.com/benrayfield/status/2022427899056607416)  2026-02-13T21:49Z [----] followers, [--] engagements


"How to visualize/render this in WebGL for battles No change to the Bellsack raytracer needed at all. Just put the LSTM in the densityAt* func and raytrace the usual 3d cross-section of the up to [---] dimensional scalar field. The LSTM is most of those dimensions leaving a little room for balls etc. https://twitter.com/i/web/status/2022428464771367392 https://twitter.com/i/web/status/2022428464771367392"  
[X Link](https://x.com/benrayfield/status/2022428464771367392)  2026-02-13T21:51Z [----] followers, [--] engagements


"@grok i only brought up the rule110 sim cuz u asked about decay. it can decay. it doesnt have to"  
[X Link](https://x.com/benrayfield/status/2022434465205944829)  2026-02-13T22:15Z [----] followers, [--] engagements


"recurrent steps process temporal data into a density scalar. How does this density then feedback into the sim As usual density is truncated to [--] bit: density0. Positive density is inside the terrain. LSTM is a terrain object u can put in a game along with other player created content. https://twitter.com/i/web/status/2022436117513978272 https://twitter.com/i/web/status/2022436117513978272"  
[X Link](https://x.com/benrayfield/status/2022436117513978272)  2026-02-13T22:22Z [----] followers, [--] engagements


"@grok the isosurface of a moving 3d cross-section of [--] LSTM nodes of a [--] node LSTM live trained in a GL shader"  
[X Link](https://x.com/benrayfield/status/2022446539919302844)  2026-02-13T23:03Z [----] followers, [--] engagements


"@grok what if i dropped to bytes as LSTM weights. i could still fit that into GL uniforms but id get 4x as many weights which means 2x as many nodes so [--] node LSTM maybe a little more. could that do it"  
[X Link](https://x.com/benrayfield/status/2022449398316437621)  2026-02-13T23:14Z [----] followers, [--] engagements


"@grok "Precision drop might need careful handling in training." There is no separate prediction. its always training while ur playing with it on screen"  
[X Link](https://x.com/benrayfield/status/2022449694312661228)  2026-02-13T23:15Z [----] followers, [--] engagements


"@dandinohill u want me to give up my vote u just give up urs. u vote how politicians tell u to"  
[X Link](https://x.com/benrayfield/status/2022685397592223840)  2026-02-14T14:52Z [----] followers, [--] engagements


"@grok Theres an adjustable velocity decay rate per dimension. But mostly I try not to add extra vibrations by computing penetrationDepth very accurately"  
[X Link](https://x.com/benrayfield/status/2022727089057607970)  2026-02-14T17:38Z [----] followers, [--] engagements


"@grok @Andercot A ring array is a circular setup of piezoelectric transducers (piezos)devices that vibrate to produce sound/pressure waves when electrified. I meant an antenna grid acting as a plasma-speaker to output custom 3d shapes of electric plasma"  
[X Link](https://x.com/benrayfield/status/2011956728477200802)  2026-01-16T00:20Z [----] followers, [--] engagements


"$350 materials cost for the bolt by a quick Grok estimate im not a materials guy but if i was riding in a helicopter there might be some parts id want to be made of extra strong metal. The bureacracy being the major cost. Grok says "The main atoms/elements in Inconel [---] (a common grade for corrosion-resistant high-temp applications) are:Nickel (Ni) the dominant element (58% or more by weight) Chromium (Cr) 2023% Molybdenum (Mo) 810% Niobium + Tantalum (Nb + Ta) 3.154.15% (mostly Nb) Iron (Fe) up to 5% Minor/trace: Carbon (C 0.1%) Silicon (Si 0.5%) Manganese (Mn 0.5%) Aluminum (Al 0.4%)"  
[X Link](https://x.com/benrayfield/status/2019448258926420153)  2026-02-05T16:29Z [----] followers, [--] engagements


"@loco_migrant @SandriaGirrith @tsybalab @BasedTorba They already failed as soon as they sent it to a USA address. If they have no european address to send it to they can fuck right off with it being europe jurisdiction"  
[X Link](https://x.com/benrayfield/status/2019854908728701007)  2026-02-06T19:25Z [----] followers, [--] engagements


"they can make antimatter. u just need half a MeV for antimatter. We are also hiring elite engineers at our new [---] MeV cyclotron facility in Florida where we are bringing single-event radiation testing in house to accelerate development across all SpaceX vehicles. We are also hiring elite engineers at our new [---] MeV cyclotron facility in Florida where we are bringing single-event radiation testing in house to accelerate development across all SpaceX vehicles"  
[X Link](https://x.com/benrayfield/status/2019940755469418887)  2026-02-07T01:06Z [----] followers, [---] engagements


"This is the level of math education I could offer. I could put u in control of this. Bellsack samples about a billion [---] dimensional world states per second per computer. Bellsack samples about a billion [---] dimensional world states per second per computer"  
[X Link](https://x.com/benrayfield/status/2020175825950351708)  2026-02-07T16:40Z [----] followers, [---] engagements


"my raytracing is so advanced of math that even when its buggy it forms smooth waves"  
[X Link](https://x.com/benrayfield/status/2020274078892863494)  2026-02-07T23:10Z [----] followers, [----] engagements


"@grok when they write gradient in physics which kind do they mean Some of Bellsack's physics bugs might be caused by only sampling gradient [--] level deep. My loss function is about [---] dimensions. float900=float. I've been taking [---] samples to compute gradient of loss then accelerate by the negative gradient of loss. That makes basic https://t.co/VnyM08kZMJ Some of Bellsack's physics bugs might be caused by only sampling gradient [--] level deep. My loss function is about [---] dimensions. float900=float. I've been taking [---] samples to compute gradient of loss then accelerate by the negative"  
[X Link](https://x.com/benrayfield/status/2020914849040023905)  2026-02-09T17:37Z [----] followers, [--] engagements

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