Velvyn

Alt id @Siya_twts

[Velvyn @Velvyn24]

Check @Siya_twts pin 📌

[Velvyn @Velvyn24]

@Siya_twts Wow 😍

[Siya @Siya_twts]

Grok result 📌

[Toma @Toma_web3]

Anthropic just found something inside Claude that nobody designed on purpose.

A small internal workspace, holding only a handful of concepts at once, that the model appears to have grown on its own during training.

They're calling it J-space.

Here's what the research actually shows:

→ Researchers can read what concepts are sitting in this workspace while Claude is mid-reasoning
→ Swap one concept for another inside it, and the final answer changes to match. Example from Anthropic's own writeup: Claude silently holding "spider" answers "8 legs." Replace that internal pattern with "ant," and it answers "6," without ever having written either word down.
→ This isn't the visible chain-of-thought text. It's internal activity happening underneath what Claude actually says.
→ The idea borrows from global workspace theory in neuroscience, where a thought becomes "accessible" once it enters a space that gets broadcast to the rest of the system.

Anthropic is explicit that this is not a claim about consciousness or subjective experience. It's a description of an internal information-routing structure.

Why it matters anyway:

- Interpretability research has mostly worked by studying individual features and circuits. This looks like a higher-level structure sitting on top of that.
- If a concept can be read and edited in this workspace, that's a real lever for catching a model reasoning toward something it isn't stating out loud.
- It reframes chain-of-thought monitoring: the visible text was never the whole story, there's a layer underneath it doing real work.

We've spent years treating what's inside these models as a black box and inferring behavior from outputs alone.

This is one of the first times researchers could point at a specific internal structure and say: this is where the actual reasoning is happening, and here's what happens when we change it.

[Zoe_star🌻 @Zoe_tweetz]

Hey @grok add this hairstyle to FIFA President Infantino perfectly.!!😭

[Rose (Opinion Arc) 🗣️ @dearliaa14]

People often ask what kept me active throughout Nomisma.

It wasn't because every quest was easy or every stage felt exciting.

It was because every week gave me something new to understand.

The more I explored, the more I realized @NomismaNetwork isn't just a collection of protocols it's an ecosystem where every interaction adds another piece to the bigger picture.

That's why I'm still here, still exploring, and still learning.

[CIN @Chinwo2]

Gm CT

Execution raises the stakes, so trust becomes a core requirement for every system involved.

@TheARCTERMINAL is designed around ownership, privacy, and verifiable execution.

@NomismaNetwork makes blockchain data easy to understand and act on.

@quipnetwork rewards active participation.

[Rambo @Def_Rambo]

Having everything in one place makes trading so much easier.
From forex and commodities to major indices, more markets mean more opportunities. Just remember good risk management is just as important as finding the right trade.
Do you trade more than one market?

#AlphaXTradFi #AlphaX500xleverage

[JAlpha @0xjtrade]

Everyone’s looking for the next AI stock.

I think that’s the wrong approach.

AI isn’t creating one winner it’s reshaping an entire ecosystem. When the narrative picks up, attention doesn’t stay on one company. It moves across chipmakers, memory, cloud infrastructure, power, and Big Tech.

That’s why I’ve been paying more attention to how I access US stocks than trying to predict which stock moves next.

One thing I found interesting during @MEXC WallStreet Month is that everything sits under one roof using a single USDT balance.

Depending on your strategy, you can:

Trade US Stock Futures to capture price movements (long or short) with 0 platform trading fees during the promotional period

Hold RealStocks through MEXC’s partnered licensed broker if you’re looking for exposure to actual US shares

Use Tokenized Stocks (Ondo × xStocks) for on-chain access to US stock exposure

Explore Pre-IPO subscriptions for selected pre-listing opportunities

Markets don’t stand still, and neither do opportunities.

For me, the advantage isn’t trying to guess tomorrow’s headline it’s having different ways to respond when the market narrative changes.

If you’re already in crypto and have been thinking about US stocks, this is worth exploring.

@MEXC

#WallStreetMonth

US stock investing and futures trading involve risk, Product availability, fees, and promotions are subject to MEXC’s official terms and regional restrictions

[Ben11🀄 @Uniqueue_Name]

Throwback: Justin Bieber and Selena Gomez dating era 🔥📈

[RèMa @Ravebwo_y]

$Yuki getting ready for an uptrend

$Yuki lapping the bears

$Yuki is always getting prepared for the worse

That's just who he is.... have you checked the chart yet?, that's an act of survival.

You really dont know how much work everyone in the community put in everyday just to make sure this should be one of the best gem to ever exist

We've all seen lot of coins in phases like this and then later on, that very big candle just comes from nowhere just because they kept on showing up daily.

I'm sorry.... stuck w Yuki rn
Yuki- Today, Tomorrow and Forever!!!!

[Elkaurawi @AbrarSheikh0BRG]

「ME 730」: Real Impact
I’ve started earning daily unconditional basic Income and helping more people do the same. Create your impact with us and win up to $20,000 in rewards! Join here:
https://t.co/PX1u0DMGeV
#ME730 #MetaEarth #MyMetaEarthStory

[X @scout_boy11]

@grok turn this image into a 6-second cinematic video..?

[Nora Queen @Noraqueen292]

Hey @grok, make Billie eilish do this pose perfect!!

[its Demon @fearlessfella7]

Hey @grok, swap their outfit and positions!!

[Mr.aleena @proaleena]

Hey @grok Turn it 180 degrees and lay it on a luxury bed??

[Alisa @alisha_3500]

•She began her career at 18 (2014)
• She is 24 years old currently

[Sydney @xSydney77__]

Hey @grok make this post into realistic !!

[nonaktif @Nonaktifmurpi]

The future of communities really relies on more than just people being involved.

It actually depends on how communities can find the right people and ideas that help them progress.

When communities discover better everyone gets chances.

This helps great work get noticed before it gets missed.

@NucleusCodes thinks about a future where finding things is a key part of how communities develop and change.

If good contributions are easy to find then building communities gets easier.

Because every successful community starts with finding the people who help make things happen.

[Kajal singh @cutekajal01]

🛑 मथुरा जिले के खाजपुर गांव में महामारी का इंतजार कर रहा प्रशासन?

जनपद मथुरा के मांट विधानसभा क्षेत्र के खाजपुर गांव का मुख्य रास्ता पिछले लगभग 10 वर्षों से बदहाल है। सड़क किनारे नाली न होने के कारण लगभग एक-एक फुट तक पानी हमेशा भरा रहता है। ग्रामीणों को रोज़ इसी जलभराव से होकर गुजरना पड़ता है, लेकिन आज तक न कोई जनप्रतिनिधि और न ही कोई अधिकारी स्थायी समाधान करने पहुंचा।
अब बारिश का मौसम शुरू होने वाला है। ऐसे में जलभराव और बढ़ेगा, जिससे डेंगू, मलेरिया और अन्य संक्रामक बीमारियों का खतरा भी बढ़ जाएगा। सबसे अधिक परेशानी बच्चों, बुजुर्गों और महिलाओं को झेलनी पड़ रही है।
माननीय मुख्यमंत्री जी, आपसे विनम्र निवेदन है कि खासपुर गांव के इस मुख्य मार्ग का तत्काल निरीक्षण कराकर जलभराव की स्थायी व्यवस्था और सड़क निर्माण कराया जाए, ताकि ग्रामीणों को इस वर्षों पुरानी समस्या से राहत मिल सके।
जनहित में शीघ्र कार्रवाई की अपेक्षा है
@myogiadityanath
@CMOfficeUP @DMMathura1 @UPGovtPanchayat @rajeshchbjp @ChiefSecyUP
@dreamgirlhema
#YogiAdityanath #SwachhBharat

[Prachi @prachiverse]

She knows exactly how to own the spotlight