privoz90

blockchain in veins

[Javier @proyecto_0x]

A tiny 1B model that punches way above its weight

A new model called HRM-Text-1B is getting attention for a simple reason: it is small, but it thinks surprisingly well.

At just 1 billion parameters, it is far smaller than many of today’s big-name models. Still, on several reasoning and knowledge benchmarks, it holds up shockingly well. sometimes landing close to models that are 3 to 7 times larger.

What makes it different is not just size. It uses a different style of processing: instead of rushing to answer, it does more internal work first, almost like it is “thinking quietly” before speaking. It also splits the job into two parts - one layer handles the big picture, while another focuses on the details.

That matters because it changes the usual AI race. Instead of only chasing bigger and bigger models, HRM-Text-1B shows that smarter architecture can sometimes beat brute force.

Even more interesting: it was trained with only 40 billion tokens, and the reported training cost is around $1,000–$1,500 on strong GPUs. That is tiny compared with the money and compute behind giant frontier models.

The upside is obvious: cheaper training, lower power use, and a model small enough to run on modest hardware after compression. In theory, that means AI like this could eventually fit on laptops, phones, and local devices without needing the cloud.

It is not perfect yet. The model is still rough around the edges, especially as a chat assistant, and English performance is stronger than Russian. But as a research signal, it is loud and clear:

bigger is not the only path forward.

Sometimes the future of AI is not a giant beast. Sometimes it is a small machine that thinks a lot harder than it looks.

[privoz90 @Privoz90]

@vi11abajo @Pharos_Intern kkkkkkk

[privoz90 @Privoz90]

@Pharos_Intern pharos-network:native

[ClaudeDevs @ClaudeDevs]

Claude Code weekly limits are increasing 50%, now through July 13.

Live now for all Pro, Max, Team, and seat-based Enterprise users.

[🐙 vi11abajo 🐐 @vi11abajo]

🚨How to win a share of $450,000 and get 20% off trading fees 🚨
$PROS Spot Trading Competition is now live on OKX with a total prize pool of 600,000 $PROS
(~$450,000).

What’s included in the campaign:
-Newcomer reward: for your first deposit and trade of $10 or more
-Total pool: rewards for trading volume
-Leaderboard: the top 300 traders split major prizes, and the winner takes home up to 9,800 $PROS

And there’s a nice bonus on top of that: 20% off commissions through the referral program.

For new users:
Sign up using my link, complete KYC, and claim your bonus:
👉 https://t.co/fREcUNUguB

For those who already have an account:
1️⃣ Go here: https://t.co/uaWjcfcxvi
2️⃣ Enter the code VI11ABAJO and specify the reason:
“I want to get a discount on commissions”

If you trade on @okx - it would be a shame to ignore this campaign right now.
If you’ve been wanting to join for a while - now is your chance.

#PharosStoryteller @pharos_network

[Evaneskate @evaneskate]

RealFi Alliance by @pharos_network is expanding with 3rd strategic cohort - and honestly, this one feels special.

This cohort is all about leveling things up:
seamless settlements, deep liquidity, and real institutional execution coming together.
#PharosStoryteller 🧵👇

[privoz90 @Privoz90]

Season 1 of @The_Beacon_GG goes live May 25 alongside $BCN!
Use my code and get a 50 Gobloonz + 1 Umbra Chest head start on everyone else 👇🏼
https://t.co/2YEj3MiZQI

[Chainlink @chainlink]

Chainlink Adoption Update 🔗

Recently, there were 10 integrations of the Chainlink standard across 6 services and 14 different chains.

New integrations include @BermudaMonetary, @galaxyhq, @KelpDAO, @re, @StateStreetIM, @SolvProtocol, and @tydrohq.

LINK everything.

[Fab @fabrice_mayrand]

Keak is now insane

A CRO agent that increases your conversion rate:

- Scans your website
- Generates variations that improve your CVR
- Implements them for you
- Learns from the results

Click on the image to book a demo 👇

[Pharos Intern 🌊 @Pharos_Intern]

𝗣𝗛𝗔𝗥𝗢𝗦 𝗘𝗫𝗣𝗘𝗗𝗜𝗧𝗜𝗢𝗡 𝗦𝗘𝗔𝗦𝗢𝗡 𝟮 𝗦𝗧𝗔𝗥𝗧 𝗡𝗢𝗪

Season 2 is now open for everyone ready to leave a mark on the ecosystem

This expedition is for anyone willing to contribute

Design, write, build, research, support communities, explore products, spread the vision of RealFi

Every action pushes you further across the Pharos ecosystem, unlocking recognition, exclusive roles, and future opportunities along the way

↳ Create content
↳ Build & explore products
↳ Grow regional communities
↳ Share knowledge & narratives
↳ Earn recognition through contribution

Unlock exclusive roles, ecosystem access, future collaborations, private opportunities, merch, community recognition, and rewards reserved for the most active contributors

Every role lights the way 🌊

[privoz90 @Privoz90]

@Kiwi_Nod @pharos_network @Kiwi_Nod

[Base @base]

x402.

[Claude @claudeai]

The Claude Code hackathon is back for Opus 4.7.

Join builders from around the world for a week with the Claude Code team in the room, with a prize pool of $100K in API credits.

Apply by Sunday: https://t.co/5MCkMtP5ti

[Pharos Intern 🌊 @Pharos_Intern]

when everything is done.

[Pharos | Mainnet Arc @pharos_network]

Coordinating institutional capital into the Pharos RealFi Ecosystem Vault, @yield_network acts as the onchain bookrunner, organizing capital formation and aligning RWA issuance with professional allocator standards.

More info - https://t.co/ZqxfMNj0w6

#PharosRealFiAlliance

[Nick Prince🛡 @Nickprince]

x402 solves a real problem for builders outside our echo chamber

crypto skeptic devs writing thought pieces about it is the antithesis of token holders shilling projects

this is why it’s one of the most important thing happening in crypto rn

[🐙 vi11abajo 🐐 @vi11abajo]

1/🧶
Pharos pAlpha Fixed Income Vault just opened pre-deposit registration (Request Allocation)

15% APY. Zero crypto correlation. Institutional-grade RWA portfolio

if you're a @pharos_network user, this is what you've been waiting for

[🐙 vi11abajo 🐐 @vi11abajo]

10/🧵
GCL + Pharos isn't just a partnership

it's proof that Web3 infrastructure can pass the test TradFi actually cares about: regulatory scrutiny, market liquidity, real-world utility

the $1B valuation is just the starting price

[privoz90 @Privoz90]

We're happy, of course, but not wholeheartedly)

@pharos_network WEN TGE?

[🐙 vi11abajo 🐐 @vi11abajo]

no more "trust us bro" quarterly reports

@dune x @pharos_network isn't just another integration - it's real-time proof of work

every RWA issuance, every vault movement, every dollar flow tracked and queryable by anyone

honestly that separates real builders from slideware

[Claude @claudeai]

1 million context window: Now generally available for Claude Opus 4.6 and Claude Sonnet 4.6.