All-City

"Never take investment advice from someone who has to work for a living." - @nntaleb

The @yearnfi hacker used hash-based address checks (not direct address comparisons) to prevent their exploit from being front-run or copied by MEV bots or otherplayers. This was a lesson learned from the Balancer hack,whers others observed and replay, their exploit transaction.

BTC stopped correlating with M2 because printed money exists but isn't circulating into markets: it's trapped in gov't and banks by central banks & US Treasury BTC reacts to active investor liquidity, not just printing. alts need accelerating flows for altseasons right now: liquidity slowed, BTC holds via ETFs/narratives correlation returns when real liquidity rises, completing crypto's 5-year cycle.

分享一个非常适合入门 Linux 编程的教程《Build Your Own Redis with C/C++》 这个教程的特点是将知识点讲得非常细致，生怕你看不懂，同时循序渐进地展开怕你中途放弃。从 socket/tcp 开始，讲到并发（异步）、散列表、序列化、快取等，可谓非常全面，非常适合用来练手。 build-your-own.org/redis/

Feeling like selling ? Then read this In a few months $eth will be above 6k and I will ask you, 👇 > They said trillions of stablecoins incoming and you solded ? > They said they will put the entire stock market onchain on ethereum layers and you solded ? > They said they will make US, the crypto capital of the world and you solded ? > BlackRock said that the entire world will be tokenized and you solded ? > They said they will keep twapping ETH ETFs and you solded ? > BlackRock said they are waiting for ishares staked ETH ETF and you solded ? > JP Morgan CEO , Jamie Dimon said that he was wrong about crypto and smart contracts and you solded ? Solded isn't even a word. Don't sell. Don't listen to traders. All they see is charts like astrology with no fundamentals. They have been telling that eth will go to zero since it was 10$ per coin. Even if you sell, there is no guarantee that you will buy back lower. HODL. Fusaka upgrade is coming on December 3 and L2s will burn billions of dollars of eth because of EIP 7918( research ). The ticker is ETH.

Pendle lastest ecosystem map 🫡 Most recently, TVL has surpassed $7B again. Job's not done 🌊

Capital in crypto is rotating faster than ever. If you want to stay ahead of the curve, you need to know which narratives will continue to thrive over the next 6 months. Here’s a breakdown of the 11 crypto narratives to watch. 🧠🧵

Yield Bearing Stablecoin Ecosytem Map

FULL PERP DEX FARM TIERLIST note: The tiers are based on how hard I am farming them now. No particular order inside a tier. Going hard on: - @avantisfi - Season 1 & 2 airdrop was juicy and season 3 has even better rewards in a shorter timeframe (less than 5 months). Built on and backed by base so making trades here farms $BASE. UI/UX very very good. Fees are low. Team keeps shipping. Very good LP product with 20+% real yield apy + points on top. avantisfi.com/referral?code=… - @HyperliquidX - In a few words: Insane product + insane FDV + insane airdrop 1 = insane airdrop 2. app.hyperliquid.xyz/join/3LIXBT - @extendedapp - Good UI/UX. Fees are low (0% on maker). ONLY 6k users. There is a chance they will integrate @RevolutApp since team is from there which would make FDV insane (a la Aster). Is airdropping 30% of supply to their users. app.extended.exchange/join/3LIXBT - @VestExchange - Very wide RWA market coverage. Good UI/UX. Team/branding/design is very professional. Raised millions from big backers yet still very underfarmed. LP prints 120% APY, so very good to deposit, spam some trades and then deposit in LP. alpha.vestmarkets.com/join/3LIXB (without the T) Also farming: - @variational_io - I like the team behind this but definitely some improvements need to be made. Don't really see a reason yet why FDV/airdrop will be special. Farming because of trust in team/backers. Also, no public points means we are frontrunning airdrop farmers. omni.variational.io - @Lighter_xyz - Farmed this very very early on. Now it feels overfarmed, so trading here now is much riskier. It results in only a small amount of points, which means R/R is too low for my liking. app.lighter.xyz/trade/ETH?refe… - @edgeX_exchange - Backed by @ambergroup_io. Very good UI/UX. TVL and usage are decent but still feels underfarmed. LP pays 34% APR + points, so can do trades and then deposit in the LP. pro.edgex.exchange/referral/3LIXBT - @paradex - Team is super active both in building a good product and on CT, and genuinely believes they can be the next big perpdex in the near future. Not overfarmed. Good UI/UX. Also has a decent vault that prints yield + points, so again: can do trades and then deposit in LP. app.paradex.trade/r/3LIXBT Maintenance mode: - @hibachi_xyz - I like trading on this one, it just feels good. Also, they're built using @RiscZero which means we're farm 2-in-1 by trading on here. hibachi.xyz/r/3lixbt - @ostium - Don't see a reason why this will have above average traction / airdrop. Yes it's a good product, but nothing special + there are some things lacking and no special (integration) angles. Still like it though. Good yield vault but do not like the extensive / complex locking mechanism. Just let us deposit and withdraw whenever we want. app.ostium.com/trade?from=SPX… - @reya_xyz - Deposited some funds here on day 1 and did a few trades. Between then and now did a few trades but not farming hard at all. Decent yield vault. app.reya.xyz/?referredBy=f0… - @etherealdex - Perp dex building on Ethena's chain and powered by USDe. Still in testnet, but mainnet pre-deposit TVL is already over $400m. This traction + Ethena backing means FDV (and thus airdrop) will most likely be good. For now just deposit in their pre-deposit vault and wait. deposit.ethereal.trade/points?ref=KYO… Future / paused farms: - @GTE_XYZ - Good team, good product, will probably be @megaeth's #1 perpdex which means FDV (and thus airdrop) will be juicy. Still in testnet, so awaiting mainnet. testnet.gte.xyz - @noise_xyz - Very interesting product. Basically longing/shorting mindshare. Still testnet and I have no access code yet though so yeah. app.noise.xyz - @pacifica_fi - Fees too high, UI/UX not good, only positive here is that it is self-funded so airdrop can be good, which is why I did some early trades. Will farm if fees go lower or another reason appears. app.pacifica.fi/trade/BTC - @perenniallabs - Farmed this very early on. Seems to be kind of dead, but team is still active in discord so might make a comeback? They did raise like $13m so I think they won't just die down. For now just, just do a few trades and wait for resurrection. app.perennial.finance/trade?referrer… After doing a lot of research, these are the ones that are genuinely worth farming and anything else just has insufficient R/R imo. If you think I missed a perpdex that's really worth using RIGHT NOW, feel free to drop it in the comments.

A Markov process is a model where the future state depends only on the present, not the past (the "memoryless" property). In machine learning, it's the foundational framework for Reinforcement Learning (RL), defining how agents interact with an environment. In real life, it powers Google's original PageRank algorithm, simple text prediction (what's the next word?), and models disease progression in healthcare. Image sources: - share.google/XKBCHqNKxGGIvM… - share.google/6GJ1dthOwmumfa…

@antiprosynth @mlmabc $123,510

@mlmabc Liquidation price?

JUST IN: The BTC whale reshorted 1,423 BTC ($161M). hypurrscan.io/address/0xb317…

Many of my frens lost a good chunk of their portfolio yesterday/today. So I decided to make make a list of the best yield farms out there right now. These are all low risk yet all print high yields. I highly recommend you to have a good part of your portfolio in these farms. You will profit from the yields + airdrops, while also lowering your risk. THE BEST: > @avantisfi - LPs are printing 35+% APY + points. These points earn you the $AVNT airdrop in ~4 months from now. No lock-ups and it's on base so you also farm $BASE. avantisfi.com/referral?code=… > @HyperliquidX - The HLP APR moves up and down quite a lot. Right now the last 30 day APR is 178%, which is insane. In slow times this can go down to 6-7%, but in the long run this vault prints at least 20% APR. And, in the first airdrop, points were also given to LP depositors, so there's a good chance this will be the case again. app.hyperliquid.xyz/join/3LIXBT > @VestExchange - 128% APY. Even before yesterday the APY of this vault was over 110%. They also give a very big amount of points to depositors, so this is a good way to farm juicy yield + their airdrop without doing much effort or taking big risks. alpha.vestmarkets.com/join/3LIXB > @katana - This is @0xPolygon's newest project. Already has $600m in TVL. Their main vaults are printing 42% APY on stables and their Spectra vaults are printing 65% yield. I especially like this one as it's incubated and backed by Polygon and GSR, meaning the chance of a hack is very small, and even if it happens they will definitely reimburse users. Main vaults: app.katana.network Spectra vaults: app.spectra.finance/pools ALSO JUICY: > @extendedapp - Last 30 day APR in their vault is 38.91%, and again: you get points on top. Also no lock-ups, meaning that you can deposit and withdraw whenever you want. app.extended.exchange/join/3LIXBT > @edgeX_exchange - 46% APR while also printing points. Team is active on CT and knows what they're doing. pro.edgex.exchange/referral/3LIXBT > @ostium - another juicy farm. APR is slightly lower here than in the other farms, but still above 31% which is not bad at all, especially considering they allocate a good amount of points to LPers. app.ostium.com/trade?from=SPX… ALWAYS INTERESTING: > @pendle_fi PT / LP - I am a big fan of Pendle and especially like their PT and LP options. One example is their @gaib_ai PT which prints 35% fixed yield. Another example is their @SolvProtocol LP which prints 13% APY + 4x Solv points. app.pendle.finance/trade/pools > @superformxyz - They already confirmed a token is coming in Q4, snapshot is not taken yet. The yields are interesting because they stack so many different rewards. For example the Morpho flagship ETH vault prints a base yield + @relend_network units + morpho incentives + superform points, which brings the total expected APR to ~ 40%, which is very good, especially for an ETH farm. app.superform.xyz/?ref=Vn2ro8B_8… > @turtledotxyz - The #1 liquidity distribution protocol in all of crypto. They work with many different teams to get a bunch of boosts and points and rewards for their users on top of the standard yields. You can for example deposit $LBTC on Katana through Turtle to farm the exact same rewards. That vault prints 13.5% yield on btc, which is already insane, but then also get 3.3x veda points, 4.2x lombard points, AND turtle points all on top. app.turtle.xyz/leaderboard?ea… There's of course many more interesting options which i've posted about earlier, such as Perena x Ratex/Exponent, TerminalFi, Solstice, and others, but in my opinion these are the real must haves. Important note: In the case of perpdex farms (most of these), I highly recommend you do at least 1 trade before depositing. Sometimes, projects end up giving a multiplier on points to people that traded AND deposited, or slashing points of users that only deposited and never traded. So, by doing this 1 trade you make sure you don't miss out on the best returns.

The Kolmogorov-Smirnov (K-S) test is a non-parametric test used to compare probability distributions. In machine learning, it's a vital tool for detecting data drift, checking if the input data for a model in production has statistically changed from the training data, signaling a need for retraining. In real-life applications, it's used in finance to test if stock returns follow a specific distribution and in manufacturing for quality control to ensure products meet specifications.

token from Polymarket is not a secret now. now your duty is to explore the ecosystem to become eligible. 93+1 apps and 12 categories. the global library of Polymarket eco. includes totally everything: Trading Bots (19 apps) @polyfactual - ai-powered platform blending PMs and social narratives to track and trade on event truthfulness. @betmoardotfun - Polymarket trading terminal offering powerful search, real time news, and unique market insights. @pmx_trade - bot for seamless Polymarket trading, enabling mobile, social, and group trades from anywhere in the world. @fliprbot - defi layer for PMs. leverage, lending, and trading directly on x @polymtrade - mobile trading terminal for Polymarket with ai insights. @tryokbet - terminal for trading on Polymarket. trade and copy top performers with your friends. @standdottrade - track and copy trade Polymarket whales. receive lightning fast alerts when PM traders make high-conviction moves. @predictifybot - fully on-chain aggregator for Polymarket and Solana PMs. @fireplacegg - social news app powered by prediction markets. built on polymarket. @tradefoxai - professional PM aggregator and prime brokerage platform backed by Alliance DAO and CMT Digital. @ bankrbot - crypto ai agent with Polymarket integration, new ai-assisted crypto wallet on X + private terminal. @ polyburg - real time intelligence terminal for tracking Polymarket profitable traders through smart wallet monitoring, ai-powered insights. @ userocket_app - cutting edge PM aggregator designed to give you the edge in forecasting and market analysis. @ polyswipe_app - tinder style PM app that simplifies trading on Polymarket through swiping gestures, featuring instant trading, multi-channel onboarding, and social features for mainstream adoption. @ datalayerxyz - ai companion platform for onchain trading across memes, perps, yield farming, and PMs. powered by HL + Polymarket + Solana + BSC + Base. @ predicton_tbot - trade politics, news, and sports directly in telegram, ton-native prediction market. @ polyscopebot - wallet tracker and analytics bot providing real-time alerts, wallet profiling, and market insights for Polymarket and other PMs. @ polyfocusbot - trading bot for Polymarket with integrated copy trading, multi-chain wallet management, and advanced market discovery features. @ aixbet_ai - executes real trades on prediction markets like Polymarket using advanced ai models and smart money signals. AI Agents (13 apps) @polytraderai - ai-powered prediction market trading. @trypolyagent - ai-powered assistant for Polymarket. search, analyze, and get predictions on events with natural language queries. @sportstensor - decentralized ai-powered sports prediction platform leveraging collective intelligence and ensemble modeling to uncover persistent market patterns. @askbillybets - autonomous ai agent analyzing data and top bettors to provide insights and autonomously place bets on blockchain. @fractionai_xyz - first decentralized auto training platform for ai agents that compete, learn, and evolve through continuous reinforcement learning. @predictionswap - ai-powered PM aggregator providing real time analysis, cross-platform odds, and actionable insights for smarter forecasting. @ elastics_ai - ai-native, institutional operating system for automated, data driven trading with integrated portfolio and risk management. @ polyprophet_com - chrome extension providing ai-powered real time predictions for Polymarket using multiple leading ai models and proprietary historical data analysis. @ polybroapp - autonomous ai-powered Polymarket trading agent that conducts structured research across academic papers, news, and live data to generate evidence based predictions and trading signals. @ polymarkettips - ai-powered sentiment analysis platform providing real time social media intelligence and trading recommendations for Polymarket markets. @ jatevoid - deep research platform powered by 6-agent ai pipeline for prediction market analysis with Polymarket API integration. @ isnow_ai - ai-powered Polymarket analysis platform with whale tracking, predictive modeling, and real time market intelligence. @ polytaleai - ai Polymarket intelligence platform that operates as the first prediction market research ai agent on X, providing real time market insights and whale tracking. Dashboards + Data (15 apps) @sealaunch_ - Dune dashboard visualizing the world’s real-time headlines onchain. track top Polymarket markets, sentiment shifts, and conviction by 24h vol. @parsec_finance - data analytics and insights for Polymarkets, helping users make informed decisions. @polysights - ai-powered Polymarket analytics with 30+ custom metrics, news insights, alerts, and ai-driven summaries. @pizzintwatch - real time dashboard tracking activity and Polymarket signals for unique osint-based market insight. @alexmccullaaa - dune dashboard analyzing Polymarket’s prediction accuracy, bias, and outcome distributions across different timeframes and price buckets. @ tokenterminal - full stack onchain data platform standardizing financial metrics for blockchains and dApps using traditional finance KPIs and frameworks. @ mobyagent - live feed tracking top Polymarket traders’ buys and sells in real time for actionable PM insights. @ filippoarman - comprehensive dune analytics dashboard tracking Polymarket metrics, user activity, volume trends, and market insights by data analyst filippo armani. @ dune - comprehensive Dune dashboard tracking volume, open interest, users, and trends across Polymarket and other PMs. @ defillama - largest defi data aggregator providing comprehensive analytics across tvl, volume, fees, revenue, and governance for 6,000+ protocols on 400+ blockchains. @ monitor_labs - institutional grade dashboard for live orderbooks and cross-market price comparison on Polymarket. @ tremorsh - real time seismic monitor for PMs. detects the movement, surfacing market earthquakes before they become mainstream news. @ fergmolina - comprehensive dune analytics dashboard providing on-chain data visualization and analysis for Polymarket, and user activity using gamma API integration. @ metaforecast - meta search engine and aggregator for finding, presenting, and sharing forecasts and probability estimates from multiple prediction markets and forecasting platforms. @ kucoinventures - comprehensive dune analytics dashboard tracking automated trading bot activity and market share across major Polymarket trading platforms. Analytics Tools (18 apps) @predictfolio - free Polymarket trader analytics platform enabling users to analyze, compare, and track trading performance and statistics. @polymtrade - the first mobile trading terminal for Polymarket with ai-powered insights. @nevuamarkets - live watchlists with real-time alerts. instant updates on telegram, discord, or browser. @arbbets20 - ai-driven platform identifying arbitrage and positive expected value opportunities across Polymarket and others. @rainmakerdotfun - ai agent-powered terminal unifying arbitrage, copy-trading, and analytics for Polymarket featuring the cloud9 agentic terminal. @polysimplr - user friendly Polymarket interface with ai-powered chat and analysis. @predictingtop - real time PM leaderboard tracking platformthat displays top traders' daily performance, wallet addresses, and pnl data across prediction market platforms. @mentionmarkets - advanced transcript search and analysis tool for PMs, tracking specific word mentions across political, corporate, and federal reserve transcripts. @ dexteronchain - professional trader analytics and real-time monitoring tool for Polymarket, specializing in smart money tracking and in-depth data analysis. @ pricediction - ai-powered PM toolkit for deep research, automatic analysis, and direct trading on Polymarket. @ hellobetterai - multi-model ai-driven prediction platform delivering explainable insights for Polymarket. @ prediedge - real time analytics and whale tracking platform for Polymarket, spotlighting large trades, insider activity, and market signals. @ areebkhan280 - free tool for calculating and alerting cross platform arbitrage opportunities in prediction markets like Polymarket and others. @ wethrnet - advanced real time weather analytics platform optimized for Polymarket climate and temperature traders. @ markiumpro - comprehensive data analytics and trading platform for PMs that provides market aggregation, wallet analytics, leaderboards, and watchlist alerts across Polymarket. @ eventwavesio - Polymarket analytics platform for quickly identifying high edge markets using trader skill analysis and momentum tracking. @ futuredotfun - ai-powered PM terminal featuring the scouter analytics tool with proprietary edge score rankings for Polymarket traders. Portfolio Tracking (3 apps) @poly_data - global analytics platform providing comprehensive data on Polymarket traders, markets, positions, and trades. @hash_dive - platform designed to provide advanced Polymarket analytics, with a special focus on smart scores. @predictfolio - free Polymarket trader analytics platform enabling users to analyze, compare, and track trading performance and statistics. DeFi (7 apps) @fliprbot - the defi layer for prediction markets. leverage, lending, and trading directly on x. @ostium - the first app for automating trading strategies on Polymarket data. @auramoney - trade everything: sports, politics, crypto perps, rwa perps, etc. powered by Polymarket + HL. @gondorfi - defi protocol for borrowing against Polymarket positions, unlocking liquidity without closing trades. @robinmarketsxyz - yield-bearing PM platform enabling users to earn defi yields on Polymarket positions through automated capital deployment and delta-neutral strategies. @ hyperoddx - leveraged PM platform offering up to 20x leverage on politics, sports, crypto, and stocks. @ narrativexyz - perpetual information markets platform offering continuous trading on evolving narratives with live news integration. Alerts (5 apps) @polyalerthub - real time alerts on profitable traders, whales, and market trends. alerts straight to email or telegram. @alerts_chat - telegram-native app providing customizable real-time alerts on price actions for Polymarket. @bigbluebots - exclusive gated boutique solution providing advanced on-chain trading tools and Polymarket intelligence alerts for researchers and traders, limited to 150 members with invitation only access. @ maxguruai - prediction market alpha signal aggregator that monitors Polymarket to provide timely alerts on new market creation, odds anomalies, large transactions, and insider wallet activities. @ standdottrade - track and copy trade Polymarket whales. receive lightning fast alerts when prediction market traders make high-conviction moves. Funds (2 apps) @polyfund - decentralized platform that enables skilled predictors to manage funds and investors to benefit from their expertise on Polymarket. @ICE_Markets - invested 2 billion in the Polymarket at a valuation of 2 billion. NYSE parent company. ICE and Polymarket also agreed to partner on future tokenization initiatives. APIs (5 apps) @adjacentnews - forward looking news platform delivering PM-driven, contextual, and breaking news with advanced data and trading APIs. @forcazt_xyz - ai-powered PM analytics and aggregator for discovering high-alpha markets, arbitrage, and data-driven edge. @getdomeapi - developer infrastructure platform providing unified APIs and SDKs for accessing real-time and historical prediction market data across multiple platforms. @ goldskyio - blockchain data infrastructure powering Polymarket's real time PM data processing and onchain-offchain integration. @ clickhousedb - open-source, columnar OLAP database delivering blazing-fast analytics for large-scale, real-time data across multiple industries. News + Educational Resources (7 apps) @polynoob_ - beginner-friendly encyclopedia and guide for navigating Polymarket prediction markets with strategies, trader insights, and educational content. @prophet_notes - expert-backed prediction newsletter delivering data-driven insights on politics, finance, and geopolitics. @polymarketinfo - newsletter and podcast offering news, insights, and analysis from the world’s largest PM. @PredictionNews_ - comprehensive news, analysis, and data driven insights covering the growing prediction market industry. @ stocktwits - world's largest social media platform for traders and investors with 10+ million users, featuring real time market discussions and integrated PM probabilities. @ _boringnews - ai-powered daily news show that uses Polymarket PM odds as the foundation for unbiased, data driven news delivery across YT, X, and podcast platforms. @ deepnewzcom - ai-powered news app serving personalized, unbiased stories with real time prediction market odds for every news. I've done a huge work while researching all Polymarket ecosystem. I've experiensed each tool on myself and chose the best ones. use this library as you wish, and if you need a closer look on each category - lmk in dms/replies. just use and build on @Polymarket.

I repeat 0 bull market peak signals triggered

8 KEY CRYPTO NARRATIVES: 1) Perp DEX: @HyperliquidX 2) NFT Strategy: @Token_Works 3) SOL Stables: @SolsticeFi 4) BNB Eco: @GiggleFundBSC 5) Privacy: @Zcash @arcium 6) AI Agents: @CreatorBid 7) ICM: @icmdotrun @stardotfun 8) DeSci: @BioProtocol Source: @aixbt_agent terminal

@antiprosynth Bullish

So, they expired with BTC below max pain level, and ETH well above max pain level. Interesting.

The stablecoin sector continues to reach new heights. Here are some of the most interesting recent updates: - Stablecoin marketcap ATH at $293b - @PlasmaFDN mainnet on Thursday + introduction of plasma one, earn 10% on deposits & 4% in cashback rewards - @ethena hits $16b in TVL across USDe and USDtb, now only 4.5x away from Circle's USDC. - New additional $250m cap on @USDai_Official today, the only way to mint USDai on Plasma - Anticipated launch of @tempo - stripe and paradigms new stablecoin chain - Native markets by @fiege_max introducing $USDH, a native Hyperliquid stablecoin - Native USDC on @HyperliquidX (HyperEVM) - Tether announcing @usat, a new US regulated stablecoin - @m0 expansion with stablecoins from @metamask, @usd_hl and @usualmoney - @PayPal partnership with @stable - 43 stablecoins above $100m in market cap - The rise of exotic new yield sources for stablecoins including our own, @spreads_fi but also @neutrl, @USDai_Official, @gaib_ai and others - @capapp surpassing $100m in marketcap

This is just the 3 params to an SVI model