Instead of watching an hour of Netflix, watch this 2 hour hour Stanford lecture will teach you more about how LLMs like ChatGPT and Claude are built than most people working at top AI companies learn in their entire careers.
Instead of watching an hour of Netflix, watch this 2 hour hour Stanford lecture will teach you more about how LLMs like ChatGPT and Claude are built than most people working at top AI companies learn in their entire careers.
Let me show you something more beneficial, so that you won't need to chase clout:
This link has CV templates, SOP, Research proposals, Visa Interviews, Reference letters, IELTS, TOEFL, GMAT, GRE, and Emails to Prof:
Link: https://t.co/KtaRBMY6fV
RT and tag your friends.
Most ZK projects build in isolation.
@brevis_zk builds with the ecosystem.
By collaborating with proof aggregators, zkVMs, and dApps, Brevis is creating a unified trust layer that's greater than the sum of its parts.
Lower gas, stronger proofs, shared progress.
That’s how ZK wins. gBrevis fam
Here you go @darasimi_joy
EIT Fully Funded Scholarships, University of Oxford, United Kingdom
https://t.co/b1eeo1P90j
Fully Funded Mastercard Foundation Scholars Program , University of Edinburgh, United Kingdom
https://t.co/juPJlHYnyy
Fully Funded Gates Cambridge Scholarship, United Kingdom
https://t.co/Na77eEJ8jg
Funded 4-year PhD scholarships, University of Bristol, United Kingdom
https://t.co/GvCAPJO8jB
Fully Funded Mastercard Foundation Scholars Program, University of Cambridge, United Kingdom
https://t.co/FjdkdMJVo6
Fully Funded Mastercard Foundation Scholars Program , University of Oxford, United Kingdom
https://t.co/I9e5IFDYB4
Billions Network is reshaping how identity and trust function in the digital world for both humans and AI. As our online interactions become more complex and intelligence driven, one core question emerges: how do we know who or what we are truly engaging with? Billions steps in as a global verification network that enables people and AI agents to prove authenticity, uniqueness, and credibility while keeping their personal data private.
Built on privacy preserving cryptography, @billions_ntwk uses zero knowledge proofs to confirm identity in a secure and transparent way. Unlike other systems that require iris scans or fingerprints, Billions keeps verification simple, mobile friendly, and entirely nonbiometric. Users can verify their identity using government issued credentials right from their phones, and the proof remains mathematically verifiable while personal data stays protected.
The platform aims to create a universal trust layer for the new internet where deepfakes, bots, and fake profiles lose their power. By connecting verified humans and AI agents, Billions builds a trusted ecosystem where digital interactions are grounded in proof rather than promises. This shift is essential for the era of intelligent agents and decentralized systems where authenticity defines value and reputation becomes a new form of capital.
Beyond verification, Billions introduces a new economic layer that rewards participation through its airdrop program, enabling users to earn POWER points for verifying, referring, and engaging with the network. Supported by major investors like Polychain Capital, Coinbase Ventures, Bitkraft Ventures, and Liberty City Ventures, the project positions itself as a strong alternative to biometric heavy identity systems such as Worldcoin.
Billions is more than an identity platform. It is an open network of trust for the age of AI. It is where humans and intelligent agents coexist, transact, and build reputation in a transparent, verifiable, and privacy first world. The future of identity is not about how much data you reveal, but how securely you can prove who you are, and Billions is leading that transformation.
Love seeing @billions_ntwk keep evolving. The new @engagesio Points System sounds like a great way to empower creators and reward real engagement.
gBillions fam
Brevis (@brevis_zk) is tackling one of the most critical bottlenecks in web3: making blockchain intelligence scalable and cost-effective.
Their core value isn't just the ZK tech itself, but the abstraction they provide. By handling the complex proving and verification off-chain, they let developers focus on building dApps that can finally leverage complex computations—like on-chain credit scoring, sophisticated DeFi strategies, or verifiable data feeds—without the gas-guzzling overhead.
The fact they're already in live production with multiple dApps speaks volumes. It moves them from a theoretical "ZK solution" to a practical utility layer.
For any builder serious about creating the next generation of intelligent, efficient, and powerful decentralized applications, Brevis isn't just worth your time—it's essential infrastructure.
Incentives in DeFi have always been broken; hype-driven and short-lived. Usual decided to change that.
Together with @brevis_zk, they built something entirely new: Continuous Protocol Incentivization (CPI), a system that replaces one-off airdrops with continuous, proof-based rewards for real participation.
Since November 2024, CPI has quietly powered one of the most advanced token distribution systems in DeFi. Every day, $USUAL flows automatically to those who actually use the ecosystem — holding USD0++, providing liquidity on Curve, trading on Pendle, depositing in Morpho, Origami, Level, Penpie and Equilibria. All tracked and verified by zero-knowledge proofs.
Behind the scenes, Brevis’s ZK Data Coprocessor measures time-weighted balances across protocols, computes rewards off-chain, proves their correctness cryptographically and enables trustless claiming on-chain. No dashboards pretending to be transparent. Just verifiable math.
So far, it’s processed over 43 million proofs, rewarded more than 9,000 unique addresses and managed upwards of $300M in annual incentives — fully on production infrastructure.
And they’re not slowing down. The recent rollout on TAC Mainnet brings CPI to Telegram’s new EVM layer, rewarding users who bridge and deposit USD0++ or provide Curve liquidity, all powered by Incentra’s trustless infrastructure.
It’s a new standard for how protocols can grow sustainably. No more farm-sell-leave loops, just ongoing, verifiable participation.
Next milestone: Field Operations launching November 3rd. Earn Brevis Sparks by interacting with the USD0 / USD0++ ecosystem.
Complete Basic Training. Stack Sparks. The new era of on-chain incentives has already begun.
Start earning → https://t.co/F23RFalSgt
The Sentient community isn’t just growing, it’s evolving into a movement. From groundbreaking research to creative brilliance and collaborative spirit; this is what open AI looks like when powered by people.
The future thinks in Sentient.
Brevis represents a paradigm shift in blockchain computation. It transforms how chains and dApps reason about data. Instead of moving data between blockchains (which is slow and risky), it moves proofs — small, verifiable attestations that maintain security and privacy.
By offloading complex computation and verification logic to a ZK coprocessor, developers gain access to an entirely new layer of onchain intelligence. It’s not just interoperability; it’s verifiable interoperability.
As the modular blockchain stack matures, systems like Brevis will become foundational. Rollups, appchains, and dApps will all rely on zk coprocessors to access and trust data across networks — securely, privately and efficiently.
In short, @brevis_zk is building the connective tissue of a trustless, multi-chain world — one where data can flow freely, proofs replace trust and blockchains finally see beyond their own walls.
PancakeSwap + Brevis: Smarter Trading Comes to DeFi
PancakeSwap is transforming decentralized trading with Brevis-powered hooks, bringing intelligent, personalized experiences to users.
Launched in May 2025, PancakeSwap Infinity introduced two adaptive hooks:
Token Holder Discount Hook – Earn up to 45% off swap fees based on your average token balance. No staking, no claims.
Trading Volume Discount Hook – Get rewarded for your trading activity with automatic volume-based fee discounts, verified via zero-knowledge proofs.
📊 So far:
6,151 app requests | 17.2M proofs generated | 3,678 unique addresses.
Why it matters: Brevis (@brevis_zk) makes on-chain personalization possible — securely, privately, and trustlessly.
When Field Operations launches Nov 3, you can earn Brevis Sparks by trading in PancakeSwap (@PancakeSwap) pools powered by these hooks.
Start now: finish Basic Training and stack those Sparks.
Start here: https://t.co/F23RFalkqV
What's OML all about?
OML is short for Open, Monetizable, Loyal. This is a new framework introduced by SentientAGI (@SentientAGI ) to redefine how AI models are owned, shared and rewarded.
Here’s the idea: Traditional AI models are often closed systems; once trained, they’re locked away inside corporate servers. OML flips that model. It allows creators to publish open AI models that are verifiable onchain, meaning anyone can inspect, use and build on them. While the original creator still gets rewarded automatically.
What Open, Monetizable and Loyal actually signify is;
•Open — Models are transparent and inspectable, not black boxes.
•Monetizable — Every use, fine-tune, or deployment can pay royalties directly to the creator.
•Loyal — The model stays bound to the creator’s rules and incentives, no matter who uses it or where it runs.
In short, OML is how SentientAGI plans to give AI creators ownership and traceability in the open-source AI economy. Turning transparency and trust into built-in features, not afterthoughts.
I have some great news for you guys.
📍Over 50 PhD. Scholarship Positions at the University of Luxembourg 🇱🇺.
▪︎ Duration: 36 months (but extendable to 48 months)
▪︎ Work Hours: Full Time 40.0 Hours per Week
▪︎ Application deadline: Varies by department, but most are between the 1st and 2nd week in July 2025.
If you're interested, let me know in the comments section.