Come play with the Halloween-themed cards from the @irys_xyz community! These little gadgets from the Irys community are always quite interesting. Not only do they provide analysis based on tweet content, but they also offer suggestions based on that content. Amazing!! 👍 @cn_irys_xyz 📊 My Irys Community Profile: • Builder: 45.5% • Researcher / Analyst: 36.4% • Yapper / Evangelist: 13.6% 🏆 Dominant: Builder (45.5%) 📈 Analysis based on 22 tweets Create your own analysis: And let's jump on the bandwagon and post a Halloween-themed photo 📷

Dynamic Airdrop Conversion = Time-Coded Token Economics Airdrops used to end when you claimed them. Our airdrops have just begun. Convert River PTs to $RIVER at any time. No deadline. No fixed unlock. Every choice impacts the flow of value.

Ah, this... This is completely insane!!! Everyone, raise your hands and lend your energy to $River!!! 🙌 #River @River4fun @RiverdotInc #4FUN $satUSD $RIVER

Doubao uploaded a photo of himself and asked 👇 to generate images for me. This is a set of three-grid, film-textured, artistic photos depicting a beach, sky, and dusk. The characters in the images match the reference image, with the same face and upper body, and a white shirt. The first photo is a close-up of the upper body from behind, with the wind blowing their hair, leaving it messy. Add the Chinese and English subtitles "What's beyond the mountain?" The second photo is a mid-shot of the person standing sideways on the beach, holding a bouquet of flowers, looking at the flowers. The wind blows their hair, leaving it messy. Add the Chinese and English subtitles "You don't have to tell me." The third photo is a close-up of the person's face on the left side of the frame, with the wind blowing their hair, leaving it messy. Add the Chinese and English subtitles "I will go see for myself." The overall tone is cool, with a Fuji film effect, overexposure, rough images and cold tones, while dark details are fully preserved. The highlight area shows natural vignetting, and soft diffuse light is used. There are no obvious hard-edge shadows, creating an artistic and self-exploratory atmosphere. The three generated images are synthesized into a three-square grid in order, with the subtitles centered at the bottom, in a 2:3 ratio. In the end, only one three-square grid image is needed.

Gzama! Happy weekend~ ☁️ A lot of you used to see me tweeting late into the morning and thought I didn't get much sleep. Actually, my morning tweets are usually written and scheduled at midnight, and I usually don't get up until noon or in the afternoon, hahahaha 😆 So this post will continue to be scheduled. ✌️ 〰️〰️〰️〰️ I've been getting into Zama @zama_fhe's NFTs lately, and I've been researching how @zama_fhe's FHE (Functional Identity Heuristic) achieves on-chain identity composability 👇 Off-chain, we use our identities every day for things like online shopping and booking flights, but doing this on-chain exposes all our sensitive information: name, address, phone number, and so on. FHE's solution is ingenious: The complete decentralized identity (DID) + verifiable credential (VC) system runs directly on-chain, with identity information fully encrypted, yet still seamlessly integrated with all DApps. Just like we had account abstraction, now we have "identity abstraction." 〰️〰️〰️〰️ This is also crucial for compliance in on-chain payments and tokenization. Smart contracts can verify claims in a decentralized and private manner without exposing any sensitive data. Most crucially, composability is key—all ciphertext is encrypted under a single public key, and the private key is protected by multi-party computation (MPC) sharding, ensuring both security and on-chain composability. This also means that identity information can seamlessly interact with all on-chain applications, including DeFi protocols, NFT marketplaces, and DAO governance, while maintaining complete privacy. 〰️〰️〰️〰️ Imagine: in the future, we can use encrypted identity information to complete KYC and participate in governance voting on-chain, without anyone being able to see our real identity data. This is not just a technological advancement; it's a revolutionary breakthrough in on-chain privacy infrastructure. Zama's solution may become the standard for the next generation of Web3 applications. 🤔

Morpho, the second-largest lending protocol @MorphoLabs, has officially launched on the Sei Chain @SeiNetwork. You can now stake and borrow using Feather, built on Morpho. $SEI currently has an annualized return of 19%, while USDC has a 13% annualized return. $250,000 in $SEI rewards + FTR points (lasting 90 days) is also available. 🔗Portal: DeFi moves faster on sei ($/acc)

@zerobasezk just posted and it's now listed on Binance. Grand Slam! Congratulations 👏 @zerobasezk

🐶 @SentientAGI Dobby's Exploration Journey, Part 5 🐶 Mianjiang and Duanniao teacher @wanghebbf took Dobby to the rooftop and saw glowing envelopes flying in the sky. They used golden string to catch a lost letter. In the old clock tower, Mianjiang used her camera bag to repair the letter, and then a sky full of shooting stars fell... 🌠 This time with Duanniao teacher, I was really romantic, hahahahaha 〰️〰️〰️〰️ Last night, @SentientAGI released OML 1.0 at @NeurIPSConf. After studying their "Extensible LLM Fingerprinting Technology" paper, I found that this solution truly solves a core pain point of open source models: how to maintain openness while protecting model ownership. ▪️Traditional model fingerprinting can only embed up to 100 fingerprints; any more will conflict with each other, significantly impacting model performance. ▪️However, OML 1.0 squeezes 24,576 fingerprints into Llama-3.1-8B with virtually no performance loss. The key lies in their Perinucleus sampling technique—generating fingerprints from the "edge" of the model's probability distribution, which is both natural and conflict-free. Such fingerprints are resistant to: supervised fine-tuning and style training, model distillation and fusion, joint attacks, and key search. The verification method is challenge-response: given a secret key, the model returns a bounded response; without the key, it behaves normally. Best of all, the more fingerprints embedded, the higher the probability of detection, meaning large-scale audits can be performed in real-world applications. 〰️〰️〰️〰️ Okay, all of the above was copied using AI. It's so esoteric and technical that I don't understand it. Anyway, it's awesome! 🤔

Repeat after me: Sei is inevitable.

Look at Brother Bird @wanghebbf. He got on board last night. It seems like a great name, a double entendre. A tribute to Sister Yi, who's always on the front lines helping everyone solve problems. 🫡 Seeing Brother Bird enter at 2.3 million, I placed a 1.5 million bet, hoping to join his. But I watched it all night and it didn't fall. The 2 million support is so strong. I was busy this afternoon and didn't check it, and it pulled back up again. A quick search on Twitter revealed that the official @heyijieyouBNB account is donating 0.5% of its chips to @BinanceBCF and @GiggleAcademy, respectively. There's also a clear-cut, powerful dealer, Silent Brother and the CTO community. I can't wait any longer, so I'm going to buy a base position right away.