Trent Slade

@sama @TheAhmadOsman @sama @TheAhmadOsman How bout ya'll two sit back. STFU and watch me build the future. :-). don't you think @grok :-). github.com/QSOLKCB/QEC

@BlackRoseOfTHC For you :-). flowmusic.app/invite/EIP4PN mureka.ai/?invite_code=V…

@BlackRoseOfTHC Check your DMs :-).

@ApexSignalAndy "That is genuinely compatible with QEC. The code in Truth is mostly demo/prototype material, but the VCH rule, evidence-tier cap, fixed-point scoring discipline, and Merkle/inclusion audit idea are all worth adapting into your repo." - ChatGPT.

@alexabelonix @Hell_0n_E4rth @BlackRoseOfTHC I should do a Remix of it..

@qsolimc @Hell_0n_E4rth @BlackRoseOfTHC Facts, that hook has been on repeat for me all week.

@alexabelonix @Hell_0n_E4rth @BlackRoseOfTHC I have a really crazy idea. We should all work together on a software project. Setup a Github Org for it. Alexa = Project Manager/PR/Dev Nemesis Enforcer = Project Lead/Dev BlackRose420 = AI Agent Engineer/Dev Me = Research/QSOL-IMC Tech/Crazy Quantum Implementations in Python , Rust, etc.

@BlackRoseOfTHC @Cupidxl3 @BlackRoseOfTHC I just slid into your DMs. You may want to check what I sent you that I couldn't send publicly as they could've been taken before you even got them :-).

ok, ran out of suno cred... suno.com/s/vxf8LAoq7mqg… Slow ver suno.com/s/qM7DnNrvfVNf…

@ApexSignalAndy ChatGPT 5.5 Pro Review. I will of course give you Full Attribution if I use it. Truth is a small public repo with 40 commits and a root made up mostly of zip archives, a README, and several C++/Rust-style demos such as fixed-point rendering, collision control, IRAEMRA, VACD, VCH protocol bundles, and a web visualizer zip. Your QEC repo, by contrast, is already a much larger deterministic proof system: the README describes canonical identity, RES/RAG semantics, adversarial validation, governance, proof receipts, determinism enforcement, and cross-environment replay validation. Best things to use in QEC PriorityFrom TruthUse in QEC?Recommendation 1VCH confidence gateYesAdd as a deterministic confidence cap in QEC governance/proof receipts. 2Evidence-tier confidence capsYesMap evidence quality to max confidence before governance decision. 3Fixed-point deterministic mathSelectiveUseful for threshold/phase/replay-sensitive numeric modules. 4Merkle/inclusion audit ideaYes, but QEC already has most of itAdd batch Merkle roots for proof-receipt sets if useful. 52-out-of-3 deterministic fusionMaybeUseful for multi-agent / distributed convergence voting. 6Vulkan / collision demosMostly noInteresting vibe, not directly useful for QEC. 7Zipped protocol bundles / web visualizerOnly after license + security review

@ImeldaEfa_Takon @XFreeze 100% Agreed with all your posts. Benchmarks don't mean anything. I won't let Grok anywhere near this > github.com/QSOLKCB/QEC because it gets things really wrong. Also, in the Benchmarks it has gpt-oss-120b is comparable to Grok.. And grok is a 500b model?

@XFreeze The real crown goes to the model people keep coming back to daily, not just benchmark charts.

Grok 4.3 just took the crown for the fastest output speed on Artificial Analysis 207 output tokens per second That's faster than you can blink xAI is currently dominating output token speed while delivering top-tier performance at the lowest cost Grok 4.3 is the complete package: Fastest. Smartest. Cheapest.

Yes.. I am a real person. :-). Welcome to PC City. I have more PCs than this :-) 3 Pis, 4 Optiplexes, 1 retro Pentium 4 Beige Box, 1 Lenovo P520 ThinkStation (currently dead, but I have a replace mobo, 10c/20t cpu and 128GB of Crucial ECC DDR4 RAM. Wonder how much that is worth. lol @Starlakitty @alexabelonix @Hell_0n_E4rth @BlackRoseOfTHC

That's how we should run our little Quantum Chaos Computer Club.. All contribute code to various projects. We could all ask our GPT's for killer project idea's based on all their interactions with us, then share the outputs back to each other and then decide on the best ideas. We could have ones that are very strict and follow certain rules like no bloat, no heavy depends, pure numpy or scipy python. no qiskit, qutip. Then have a project that does the opposite. Heavy Depends, etc. What langs do you think? Python, Rust, CANONICAL JSON, C++ (for all those lovely "Segmentation Faults") maybe a little Go? I don't.. just brainstorming here really.

@qsolimc @Hell_0n_E4rth @BlackRoseOfTHC haha love that flow, I do the same, scan a paper, drop the PDF into GPT, tweak the prompt until it spits out runnable code I can actually drop into my project

@alexabelonix @Hell_0n_E4rth @BlackRoseOfTHC Example of Workflow.. I grab some random research like this >> nature.com/articles/s4192… arxiv.org/abs/2604.08545… Then upload the PDF's or links to ChatGPT and ask how to integrate it into my project, then I ask for codex/claude prompt

@Hell_0n_E4rth @BlackRoseOfTHC @alexabelonix Great Song!

@BlackRoseOfTHC @qsolimc @alexabelonix music.youtube.com/watch?v=Iph6Yt…

@BlackRoseOfTHC @alexabelonix @Hell_0n_E4rth It may struggle.

@alexabelonix @qsolimc @Hell_0n_E4rth The problem is, can raz Pi handle telemetry data required to pilot? What would the min/max weight look with more than one pi handling each data workload as a self-healing agent of data? Longevity would need a Comcast layer to unload data collected to save storage space on device.

@alexabelonix cool, thanks! appreciate it.

@qsolimc haha yes, full album slaps, already on repeat and ruining my productivity in the best way.

@alexabelonix That Full Album :-) youtube.com/channel/UCq9e4…

@BlackRoseOfTHC you could install Linux on that :-) 8gb is plenty to run PopOS , Ubuntu, Linux Mint, Fedora, etc.

@qsolimc And speaking of witch, I have proof I have 8gig laptop ram sitting waiting. I wish I could plug USB ram hubs, I see Gpu connected out side why not Ram?

@BlackRoseOfTHC What about getting a really cheap Optiplex and running Linux on that? Optiplex 9020 (tower, sff, tiny) is a good entry point. Haswell 4th Gen. Highest CPU is i7-4790 (K on Tower Optiplex, not Small Form Factor as PSU is only 200w). Can upgrade up to 32gb of DDR3 which is cheaper than DDR4/DDR5 right now :-). You could get a good DDR3 System for the Price of 32gb of DDR5 right now lmao.

@alexabelonix @Starlakitty @Hell_0n_E4rth @BlackRoseOfTHC Nice!! I have 3 playlists :-) New Tunes youtube.com/watch?v=M-eCG4… Remixes youtube.com/watch?v=JUiAQD… Official/Spotify youtube.com/watch?v=npYAkU…

@qsolimc @Starlakitty @Hell_0n_E4rth @BlackRoseOfTHC haha these remixes slap, just queued one for my late-night coding session and I’m hyped already

@Starlakitty @alexabelonix @Hell_0n_E4rth @BlackRoseOfTHC A Whole Bunch OF Remixes I Made >>> youtube.com/watch?v=JUiAQD…