V1 of $LITCOIN SCALING ACRHITECTURE is Live

The signs are confirming themselves.

Soon giga dildo candles will be everywhere on the chart

Loading more $SQUANT

Almost 2 days old

You should be scared of tokens holding this fine and acting like they've got a shitty price action.

Next thing you'll see is heavy candles on the chart to the upside

Dont forget $ECHO also
Chart settling really nice now

If you're gonna be fading $SQUANT, then you best make sure you've got a real good replacement play for it else the cope will be a top one

Do you know what it means for sentra app to eclipse an already existing GoogleResearch's TurboQuant tool with its new innovation "SpectralQuant"


SQUANT is SpectralSquant

https://x.com/i/status/2056482023611457704

SpectralQuant (often stylized as Spectral Quant) is an open-source KV cache compression method for large language model (LLM) inference.

It dramatically improves efficiency by exploiting a surprising structural property in how transformers store information in their attention mechanism.

It even builds on Google's TurboQuant, so this is more like an improvement to Google's existing model for LLMs, but adds three targeted, low-cost changes using the spectral structure.

The Problem SpectralQuant is here to solve?

During LLM inference (e.g., when generating text), the KV cache stores key and value vectors for every previous token.

This cache grows linearly with sequence length and quickly becomes a major memory and speed bottleneck, especially for long contexts or high-throughput serving.

Prior work like TurboQuant (from Google researchers, ICLR 2026) introduced a strong data-oblivious compression method that achieved ~5.02× compression while preserving quality. It was proven to be near the theoretical limit without looking at the actual data.

The Icing on the Cake 🎂?

SpectralQuant's breakthrough comes from analyzing KV cache key vectors across six models and four architectures (Qwen, Llama 3.1, Mistral, Gemma 2).



Now this is tokenized?
Imagine if creator says he wants to integrate the token with the utility, claims fees and updates dex?

Then Hooola Balooooo, we gonna run so hard, and creator from what i heard is a crypto-oriented person 😊👍

$SQUANT $SQUANT $SQUANT

I see $VEILNET under Based tokens on Base, $LITCOIN as a top Fundamental Token, and $ECHO mentioned as an emerging token.

Send all higher

From our old bags, $PERKOS, $cyb3rw3rn, $KELLYCLAUDE, ROBOTMONEY and JUNO

Shows we've always selected right

Still a few player i missed recently like $OPENHUMAN, $mirrorshark, DELU, AEON and $SURPLUS by my quant.

But happy in the bags I'm in too

Maybe i might need to overtrade, but that's one rule i hate to break cos it may haunt me when i do 😂.

So i will keep with my rules

Some big guys like Anger Trading top blasting $SQUANT

Y'all are not ready

https://x.com/i/status/2057320757185622249

Dont fall for fake 12 hour old Squant ca

Original SQUANT ca 👇

0xD44c29Caf2fA78b9fd9Bf26a54eAeCf6a51D4ba3

And it's on the Bankr Ecosystem

$VEILNET at a key support level currently

Call it the "Calm before the Storm"

Veilnet is building becoming more than a shielded transfer app.
It is becoming an encrypted application layer for DeFi, AI, and privacy-native onchain activity.

In the last 24 -36 hours, their privacy dex was released.

Currently, Encrypted AI prompts are now being tested inside Veilnet.

This is one of the next extensions of their privacy stack for all users by bringing encrypted execution beyond transfers and swaps and into AI interactions.

This means that users would not have to expose sensitive prompts, wallet context, strategy requests, research queries, or agent instructions in plaintext.

Your AI data is your own, Veilnet helps you protect it.

Your AI data deserves privacy.

Once Veilnet pulls this new upgrade to privacy and successfully releases the encrypted privacy prompt, then it goes beyond just being the FHE +Zk Privacy stack we are referring to it.

It becomes the whole Privacy Game Changer.

Worried about the price action? $VEILNET quants I've spoken with all care less about it and are routing for the team to keep active with shipping more updates and features.

Sitting here at these levels, you are seeing a multi-million infra being handed to you for too cheap.

0xd13BA0d625c04b8364De5e15E58Bf2eBDDA8DbA3

https://x.com/i/status/2057375757454975241

Even more interesting details about $SQUANT from another good account on X

That account is followed by Mario Nawfal

Ani of SpectralSquant, the main Builder is followed by Pmarca.

Connecting the dots 🤔

https://github.com/Dynamis-Labs/spectralquant

SpectralQuant $SQUANT Github

Looks amazing 👏

For the record, Bankr had some exploit issues recently and are making a comeback and restoration on it, so the Bankr Claim feature isnt live since repairs and making it not functional.

Once bankr claims go back live, i expect $SQUANT and $ATBASH to fly

All you are seeing now are ranging opportunities and entries

Ani has started interacting
I'm pretty sure he's waiting to claim and maybe also bid on the market.

Heard he's also crypto-oriented