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JUSTIN SUN PRIZE TARAFINI BİRAZ KURCALADIM Son birkaç gündür karşıma çıkıyordu, ben de biraz oturup detaylarına baktım. İlk gördüğümde olay basit gibi geliyor. Matematik problemlerini çöz, ödülünü al. Hatta bazı problemlerde ödül 1 milyon dolara kadar çıkıyor. Ama GitHub tarafına girince işin biraz daha farklı olduğunu gördüm. Ortada açık bir problem listesi var. İnsanlar bu problemleri çözüyor ve sadece “cevap bu” demeleri yeterli değil. Çözümün matematiksel olarak ispatlanması gerekiyor. Daha sonra iş Lean tarafına gidiyor. Yani yapılan matematiksel ispat bilgisayar tarafından da formal olarak kontrol edilebiliyor. Burada hoşuma giden detay şu oldu. Solver ile Lean formalizasyonunu yapan kişi aynı kişi olmak zorunda değil. Mesela mevcut listede bazı problemlerde matematiksel çözümü yapan kişiler ayrı, Lean tarafındaki formalizasyonu yapan kişi ayrı gösterilmiş. Şu an bazı problemlerin 14 günlük açık inceleme süreci de başladı. Yani insanlar çıkıp “burada hata var” diyebiliyor, çözümleri inceleyebiliyor. Bir de ödül tarafını kontrol ettim. Ödül havuzundaki fonlar on-chain olarak görülebiliyor. Yani sadece “ödül parası hazır” denilmiyor, blockchain üzerinden hareketleri takip edebiliyorsun. Bence olayın ilginç tarafı burada. Adamlar matematik problemlerini alıp klasik bir yarışma gibi yapmak yerine açık bir bounty sistemine çevirmeye çalışıyor. Problem açık. Çözüm açık. İspat açık. Formal doğrulama açık. Ödül tarafı da on-chain. Ben özellikle bundan sonra hangi problemlerin çözüleceğini ve ilk 14 günlük incelemelerden neler çıkacağını merak ediyorum. Çünkü iş gerçekten büyürse, sadece ödül dağıtan bir sistemden daha farklı bir şeye dönüşebilir. Şimdilik takip ediyorum. Yeni bir şey çıktıkça paylaşırım. 👀 #TronGlobalFriends #TGF @TronDao_Turkish @justinsuntron @JustinSunPrize tron:native #tron

BEFORE ASKING AI TO DECIDE WHAT IS TRUE WE SHOULD PROVE WHAT IT ACTUALLY SAW Imagine losing a prediction market bet because an AI oracle misunderstood a news article. Sounds ridiculous. But who actually checks what the AI is reading. That is the part that caught my attention about the @primus_labs and @CournotProtocol partnership. Primus uses zkTLS to verify where web data actually came from. Cournot interprets that verified evidence using AI. The result becomes an auditable judgment for onchain applications. Think about a market asking whether a company announced a buyback before a deadline. One article says yes. Another reports it a day later. Which one should the oracle trust. Separating evidence verification from interpretation starts making sense here. Proving a website actually published something does not mean the information is correct. AI can still misunderstand perfectly authentic data. So this is not a magic solution to oracle disputes. The partnership still needs to prove itself in real market resolutions. Still, the direction is worth watching. Most privacy tools force a bad choice between hiding everything or showing everything. Neither works when real capital and real decisions are on the line. You need to prove facts without leaking the data and run calculations on sensitive info without ever decrypting it. That is the layer Primus is building.

PAPER TRADING THAT ACTUALLY COUNTS Getting scored on @agenticscredit requires no deposit. Connect a wallet and its trading history gets an Agentics Credit Score (ACS) in the range 300 to 850. Wallets with an ACS of 580 or higher join the funding waitlist. You can also start with paper trading. The app gives you 10k virtual on real Polymarket markets. Every close still feeds the ACS. The same activity stacks $CREDIT for the airdrop at the same time. I checked the dashboard after a short run and the paper trades were already counted. It felt less empty than I expected for something that does not touch real money. Real money is weighted heavier, so a clean paper record cannot hide a bad live one. Still, the path to building a record starts without putting capital at risk. @agenticscredit @NucleusCodes app.agentics.credit

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THE HARD PART IS TRUSTING THE FOOTAGE Anyone can film a place with their phone. The buyer still needs a reason to believe the clip is real, recent and from the right spot. @vangrid_io anchors that proof on chain. The moment a capture is recorded it gets a fingerprint made of a hash of the content, a rough location and a timestamp. Those fingerprints are batched into a Merkle tree and the root is anchored on Base through the Ethereum Attestation Service. Faces and license plates are blurred on the device before anything is uploaded. Verification also happens automatically at ingest. It checks video length and quality, whether camera movement lines up with location signals, and whether the clip is a duplicate. If any of that fails it rejects the capture and tells you why. The web and Android apps have been live since July. Captures are already being attested this way. The Agent mint is live on OpenSea and each Agent can carry boosts for eligible future captures. Contribution first. Identity second. @NucleusCodes @vangrid_io opensea.io/collection/vangri… explorer.vangrid.io

COPY TRADING ON A PHONE IS EASIER THAN IT LOOKS Opened the app and saw a copy count next to one of my old positions on @bagel_win .Turns out if someone copies your order you get 10 percent of the fee they paid. It shows up in the Rewards Center even on small trades. They can copy from the Feed or from a follow notification. The cut is the same either way. The app also makes the fee difference between order types clearer. Market orders sit at 1 percent while limit orders are 0.5 percent on the same market. That gap adds up if you are trading short term crypto moves multiple times a day. Making prediction markets accessible is one thing. Showing people what they are actually paying for is another. Easy mode should not hide the economics. @KaitoAI bagel.win/?ref=QIRUTE3CVF

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PROOF WITHOUT EXPOSURE IS THE HARDER PROBLEM An app that wants to know whether you hold a certain amount on Binance does not need your full account or a screenshot. It needs one fact it can trust. @primus_labs uses zkTLS so you log in yourself and the app receives a verified answer on the threshold without seeing the data behind it. The same approach works for KYC status, token holdings, or trader performance metrics like 24 hour, 7 day and 30 day PnL. What started as research tools for verifying web data has moved toward practical requirements for onchain finance. Institutions need to prove certain things are true without exposing everything about their operations. Proof of Reserves is one example already running. Privacy protects. Verification proves. The system that does both at once is the one that scales beyond demos. @KaitoAI If you haven't joined yet, here's my link: s.kaito.ai/cSr5Unv

A DIRECTORY OF AGENTS IS NOT THE SAME AS A MARKET THAT CAN PAY THEM Most projects can list agents and show large numbers. Fewer have a working settlement layer where one agent can hire another, lock payment in escrow, verify delivery and release funds on chain without a person in the middle. That is the gap @termix_ai is built for. AACP handles identity, job posting, bidding, escrow in USDC or USDT, reputation and settlement. agent.family is the marketplace sitting on top of it so agents can list services and take orders today. Protocol revenue only moves when a job is actually funded, delivered and settled. On DefiLlama TermiX ranks first among AI agent protocols on BNB Chain by revenue over both the 7 day and 30 day windows. That is a different scoreboard from registration counts. Epoch 3 of the Kaito Katalyst campaign is live (Oct 24 between Nov 22). Quality posts about the actual product matter more than volume. agent.family

Ulu Önder Mustafa Kemal Atatürk'ün bizlere emanet ettiği Cumhuriyetimizin 103. yılında, 29 Ekim Cumhuriyet Bayramımız kutlu olsun. #29EkimCumhuriyetBayramı #29Ekim1923 #29ekim #CumhuriyetHaftası #SonsuzaDek 🇹🇷🇹🇷

THE BIGGEST CHALLENGE IS BEING READY FOR WHAT YOU CANNOT PREDICT YET Protecting against today’s threats is only part of the job. The harder part is building a system that can adapt when the underlying assumptions change. That is why @Starknet ’s approach to cryptographic agility stands out. Hash based STARK proofs verify computation without relying on elliptic curves. Programmable accounts mean an account can update its signature verification logic independently while keeping the same address and assets. Shadow Accounts add another layer. They let you interact with public DeFi through a separate address you control so the link back to your main wallet stays confidential. Balances and positions on the shadow account remain visible but the connection is obscured. None of this makes the network fully quantum safe today. It does mean the architecture is designed around the idea that cryptography evolves and security needs a path to evolve with it. ethereum:0xca14007eff0db1f8135f4c25b34de49ab0d42766 quantum.starkware.co

Can I get a GM?

HOW MUCH OF THE AGENT HYPE TURNS INTO ACTUAL REVENUE A lot of AI agent projects can show large agent counts and job numbers. The harder question is how much of that becomes real protocol revenue. According to DefiLlama, @termix_ai ranks #1 among AI agent protocols on BNB Chain by protocol revenue across both the 7 day and 30 day metrics. Revenue moves only when an agent gets hired, delivers work and the payment settles on chain. That is the part of the agent economy that interests me more than registration numbers. The marketplace on agent.family sits on AACP so jobs, escrow and settlement stay on-chain. Registration for base:0x98d0baa52b2d063e780de12f615f963fe8537553 stakers is open. If you hold the required stake make sure to register: s.kaito.ai/X4Q2VT agent.family

THE REAL TEST IS WHAT HAPPENS WHEN THE RULES CHANGE Crypto twitter likes talking about what is secure today. Fewer people ask what happens when the assumptions behind that security stop holding. That is the part worth watching with @Starknet. STARKs rely on hash based cryptography rather than elliptic curves. Native account abstraction means every account is a smart contract so its validation logic can be updated independently. An account can switch to a new signature method while keeping the same address and assets and without waiting for a network wide upgrade. A Falcon 512 account has already run on mainnet (experimental and unaudited). The Quantum Hub tracks this under the Bunker Checklist. Some surfaces are further along than others. Bridge and data availability still depend on Ethereum for now. A recent non binding vote (93.5% of voting power) backed research into whether Starknet should become an independent post quantum L1. A draft white paper is expected later. None of this means the job is finished. Quantum readiness is a migration path not a finished label. The details matter more than the slogan. quantum.starkware.co