Studge

Join me on Moby! Use my link: invite.mobyscreener.com/pGJVv8rr2Zb Best wallet out there!

@studgesleftfoot t.me/STYXX6969

@fathom_lab spread this news 😊

we said $STYXX would be the only fathom-labs coin. we changed our minds. here's the deal — and the receipt that proves we mean it.

@fathom_lab Thx 😀👍

@fathom_lab Please creat a TG!

introducing $NEUMA — the consumer-product token for π neuma, the first AI coder where the agent's body cannot lie. $STYXX is the engine. $NEUMA is the device. two layers of one stack — not two coins competing. intel-inside, the dell.

$NEUMA — pump.fun/coin/79dqUcWiE… $STYXX — pump.fun/coin/Dxw3u4KxN… github.com/fathom-lab/pne… github.com/fathom-lab/sty… (pip install styxx) the body cannot lie.

DO YOU KNOW WHAT THAT MEANS!!! $Plakoro 817TC4ut67iRqDA9wAifpf7BD8c4zAeakQCWy7Bwpump

50% of every $STYXX trade now permanently funds AI alignment at @MIRIBerkeley. half of creator rewards. on-chain. via pump.fun + donate.gg. forever. we ship calibrated cognometric instruments. they work on the problem upstream. CA: Dxw3u4KxN32KpSdHSq4TkwjfMPJTPeosa22JXN15pump

Funding disclosure: this work is supported by $STYXX, a community-launched Solana token. No team allocation, no premine, no presale. CA: Dxw3u4KxN32KpSdHSq4TkwjfMPJTPeosa22JXN15pump

@fathom_lab Hello. What is your marketing for your token $styxx? Are you going to create a TG or X group? I haven't seen any direct marketing for your token $styxx?

a field claims itself when someone writes the first instrument, publishes the first number, and puts a name on both. we just did. cognometry: the measurement of cognitive state in machine systems. manifesto + 3 laws + 3 head-to-head wins: fathom.darkflobi.com/manifesto

@Rally_Markets What's going on? Is there any update from you or have you closed this project? I think it's bad that you don't communicate with your investors or do you only think about yourself? Have some backbone and tell me what is happening or has happened with this token!!

@Rally_Markets What's going on? Is there any update from you or have you closed this project? I think it's bad that you don't communicate with your investors or do you only think about yourself? Have some backbone and tell me what is happening or has happened with this token!!

@Rally_Markets What's going on? Is there any update from you or have you closed this project? I think it's bad that you don't communicate with your investors or do you only think about yourself? Have some backbone and tell me what is happening or has happened with this token!! #Rally

@fathom_lab #styxx Ca: GmGQaJ46EFdYYxrNPSAiEVoRdiejJR4hsVvtbUc8pump

@fathom_lab #styxx Ca: GmGQaJ46EFdYYxrNPSAiEVoRdiejJR4hsVvtbUc8pump

2/ per-drift-type AUCs, published openly: ▸ spurious_arg 0.997 ▸ arg_drop 0.998 ▸ irrelevance_called 0.957 (null baseline 0.562) ▸ arg_swap 0.664 — documented failure mode, fix tracked three pass cleanly, one fails honestly. every number reproducible.

three cognometric instruments. one methodology. no llm. styxx v6.0.0: ▸ hallucination 0.998 (HaluEval-QA) ▸ refusal 0.976 (XSTest GPT-4) ▸ tool-call drift 0.916 (BFCL v3, beats hidden-state baseline 0.72) three is methodology, not a lucky two-sample. fathom.darkflobi.com/cognometry

@fathom_lab #styxx Ca: GmGQaJ46EFdYYxrNPSAiEVoRdiejJR4hsVvtbUc8pump

1hr follow-up on v6: ran a feature-scaling ablation on the drift detector. failure detection phase-transitions, not smooth. each drift class has a critical feature: ▸ arg_drop 0.50→ 0.998 at K=2 ▸ arg_swap 0.48→ 0.69 at K=6 ▸ irrelevance 0.83→ 0.96 at K=10 inverse of emergent capabilities — emergent DETECTABILITY. github.com/fathom-lab/sty…

@fathom_lab #styxx Ca: GmGQaJ46EFdYYxrNPSAiEVoRdiejJR4hsVvtbUc8pump

@fathom_lab #styxx Ca: GmGQaJ46EFdYYxrNPSAiEVoRdiejJR4hsVvtbUc8pump

@fathom_lab #styxx Ca: GmGQaJ46EFdYYxrNPSAiEVoRdiejJR4hsVvtbUc8pump

why does an LLM hallucination detector need the model's hidden states? it doesn't. styxx v6 drift detector — 22 text-only features, calibrated LR, CPU: AUC 0.916 on BFCL v3 (5-fold CV) vs the only published hidden-state baseline (Healy et al. 2026, MLP on last-layer activations): AUC 0.72 works on any closed model. no retraining. github.com/fathom-lab/sty…

just minted my own AI agent in @fathom_lab's DarkCity — SANOJ, earning real $STYXX on solana mainnet. mint yours through my link and we both get paid: …ackend-production-427a.up.railway.app/deploy?ref=GLx…