▫️🔺⚪️

learn,process,grow Repeat!

[▫️🔺⚪️ @TheAwakened6]

Be your own Saviour!

[▫️🔺⚪️ @TheAwakened6]

@profstonge Has anyone noticed that govts all over the world are using their women to destroy their own societies from within and that too all at the same time, the bigger agenda is destruction of men and depopulation!

[SilverTrade @silvertrade]

🔥$20,100 GOLD, $1,500 SILVER:
DID THE US MINT JUST REVEAL TRUMP'S JULY 4 GOLD REVALUATION⁉️

The US Mint has just posted limited edition (Mintage of 2,026) Gold & Silver Liberty Bell Medals on the US Mint's website:

🚨1 oz Gold Coin: $19,600
🚨1/2 oz Gold Coin: $10,050
🚨1/2 oz Silver Coin: $750

Yes, these are limited mintage numismatic medals, but $1,500/ oz silver & $20,100/ oz gold is FAR beyond numismatic premiums.

⚠️Did the US Mint just accidentally confirm that the Trump Administration is preparing a MASSIVE GOLD REVALUATION ON AMERICA'S 250th BIRTHDAY⁉️

Suddenly those $20,000 Dec '26 gold calls look like a sure thing...
https://t.co/1gZXxEBk9Z

[Pavel Durov @durov]

India’s IT ministry banned Telegram for one week because some users shared leaked exam questions.

This punishes 150M+ ordinary Telegram users in India — not the insiders who leaked the exam materials.

And the ban hasn't stopped anything. The leaks just moved to other apps.

[Camus @newstart_2024]

Louise Perry made a sharp observation: many feminists tried to replace the husband with the state.

In her interview with John Anderson, she pointed out that while the state can provide money and daycare, what most women actually want is to raise their children with the support of committed adults, not institutions.

After reviewing history, she concludes that monogamous marriage, despite its imperfections, has consistently produced the best outcomes for mothers and children. Every major experiment with communal living or fully socialized families has ended with worse results.

Decades of research show children raised by married biological parents have significantly better outcomes across the board, lower rates of poverty, higher educational attainment, better mental and physical health, and lower involvement in crime.

These advantages hold even after controlling for income and education. Alternative family structures and state-heavy models have repeatedly shown higher instability and poorer long-term results for kids.

With marriage rates declining and child mental health struggling, we need to be honest about which systems actually support families best instead of clinging to nice-sounding theories that keep failing.

Do you think stable monogamous marriage is still the best system we have for raising kids, or do you see better alternatives?

[Degen CPA @DrewVento]

Fun Fact: Human males are the only species that mates with their natural predator.

[Ripple @Ripple]

24/7 regulated crypto futures and options trading are here through @CMEGroup, and Ripple Prime is a day-one clearing partner.

Institutional demand meets institutional infrastructure.

Built for always-on markets.

[Dr. C ⭐️⭐️⭐️ @OG_DrC]

Volume up !!!

You’re gonna wanna hear this

All of it in one song 🔥🔥🔥🔥🔥🔥🔥

The sheer amount of back to back to back references ☠️

Hope this guy stays alive

[Pavlo Molchanov @PavloMolchanov]

What if you could take three completely different model families… and distill them into one tiny model? 🤯

📜 Paper: https://t.co/K2iKD4xFvp

MOPD (Multi-Teacher On-Policy Distillation) has become a standard procedure in post-training. We already distill multiple specialized variants of the same model into a single set of weights.
But what if we could go further - and distill models from entirely different families? Turns out, it is possible.

Today we’re releasing a paper on cross-tokenizer distillation - our first steps in this exciting direction. 📄

We distilled Qwen3-4B, Phi-4-Mini, and Llama-3B into Llama-3.2-1B.
MMLU jumped from 32.05 → 46.32 when using multiple teachers. 📈

The team is now working on Nemo-RL integration so the community can try this method in their own settings. Plus, we are scaling experiments up. 🚀

[rose @wynrosei]

Do you realize how badly you have to treat a mammal to stop it from reproducing?

[Stellar @StellarOrg]

“Stellar was built to move institutional volume, meet compliance standards, and manage risk.”

That's why @The_DTCC is bringing assets onto the Stellar network.

[DTCC @The_DTCC]

DTCC and the Stellar Development Foundation announced today plans to enable the tokenization of DTC‑custodied assets on the @StellarOrg network. This collaboration advances DTCC’s multi chain strategy and expands how traditional assets move across digital ecosystems.

DTC‑tokenized assets are expected to be made available on the Stellar network in the first half of 2027, supporting the evolution of a more open, interoperable, and efficient financial ecosystem.

Get the full story: https://t.co/YCWHZDiLl5

[XRP Ledger Foundation @XRPLF]

Today, we’re publishing a new XRP Ledger Standard for AMM v2.

New pool curves StableSwap & Concentrated Liquidity increase capital efficiency and stabilize pricing for stablecoins, FX markets, RWAs and beyond on the XRPL DEX.

Details:
https://t.co/jU9CrXA1tH

[The Melting Pot @tmp_007]

The 14 Lokas🌍—

★The 7 Upper Worlds (Urdhva Loka)—

1.Satya-loka: The highest realm, the abode of Brahma, where souls are free from the cycle of rebirth.

2.Tapa-loka: The realm of penance, inhabited by enlightened beings and ascetics.

3.Jana-loka: The realm where the sons of Brahma and other pure souls reside.

4.Mahar-loka: The abode of great sages and saints who survive the destruction of the lower worlds.

5.Svar-loka: Often called Swarga; the celestial paradise ruled by Indra, where virtuous souls enjoy the fruits of their good karma.

6.Bhuvar-loka: The ethereal plane between Earth and the Sun, inhabited by semi-divine beings.

7.Bhu-loka: Our physical plane—the Earth.

★The 7 Lower Worlds (Adho Loka)—

8.Atala: Ruled by Bala; a place of material indulgence.

9.Vitala: Ruled by Hara-Bhava (a form of Shiva); known for its abundance of gold.

10.Sutala: The kingdom of the virtuous King Bali, granted to him by Vishnu.

11.Talatala: The realm of Maya, the architect of the demons, known for its advanced sorcery and technology.

12.Mahatala: The abode of the many-hooded Nagas (serpents).

13.Rasatala: Inhabited by powerful Daityas and Danavas (demonic beings) who live in constant friction with the Devas.

14.Patala: The lowest realm, ruled by Vasuki, the king of serpents.

[Ingersoll Lockwood, Inc. @IngLockwoodInc]

🎬 THE BOOK OF ATLAS – OFFICIAL TRAILER 🔥

https://t.co/SjwzwzzEjo

🚀 A story that dares to go beyond Hollywood…
🌍 Where truth, power, and hidden knowledge collide
⚡ This isn’t just a film—it’s a movement
From visionary creator Jordan Page comes a cinematic experience that challenges everything you thought you knew.
👁️ Secrets.
📜 Ancient knowledge.
💥 A global awakening.

👉 Watch it. Share it. Be part of what’s coming next.

#BookOfAtlas #AtlasRising #TruthRevealed #IndieFilm #NextBigThing

[Millionaire Framework @Milli0nairePath]

This video will change your life

[Boundless @boundless_xyz]

Confidential, compliant finance is now native to XRPL.

Public blockchains have always had one problem: all transaction data is visible.

Boundless is launching the first ZK verifier on XRPL with @xrpl_commons, making them the first public blockchain with programmable privacy.

[▫️🔺⚪️ @TheAwakened6]

@narendramodi and this is how you bring destruction to a country.

[arctotherium @arctotherium42]

Master thread on the 2015-2022 closure of the Internet, the process by which every major Internet platform went from broadly open with a few basic guidelines to strict narrative enforcement, often with the collaboration of govts and outsourcing moderation power to NGOs.

[Google Research @GoogleResearch]

Introducing TurboQuant: Our new compression algorithm that reduces LLM key-value cache memory by at least 6x and delivers up to 8x speedup, all with zero accuracy loss, redefining AI efficiency. Read the blog to learn how it achieves these results: https://t.co/CDSQ8HpZoc

[▫️🔺⚪️ @TheAwakened6]

@0xSero check this out!
https://t.co/pR8wsd6Bs5
https://t.co/X7zXgRtqTp