2⃣ MEFAI Terminal || DEX VOLUME Why a trader needs this. Token charts lie about regime. A token can pump for a hundred reasons that have nothing to do with the market. Aggregate DEX volume cannot lie. When the whole DEX economy is ramping, every long is easier. When it is bleeding, every short is easier. This page tells you which side of the regime you are trading. What makes it different. DefiLlama shows volume in tables. Token Terminal shows revenue per protocol. Neither fuses category rotation with chain turnover, surge fade lens, fee economics and a 90 day MA7 regime read in one screen. MEFAI compresses the entire DEX economy into a single trader cockpit. Volume is where rotation shows itself first. Before TVL moves, before headlines move, capital walks from one protocol to another and leaves a trail in volume. DEX Volume puts the entire on chain trading economy on one screen so you see the trail before it ends. 60+ Protocols, Four Lookbacks. Every meaningful DEX, prediction market, launchpad, bridge, OTC desk, card issuer, RWA platform and yield protocol is ranked across 24h, 7d, 30d and 1y volume. Switching the window switches the question. 24h answers who is hot tonight. 1y answers who is structurally winning the cycle. Protocol Dominance Map. Top 10 protocols plus aggregated others, with daily share of total flow. When dominance tightens, one venue is eating the others. When it spreads, capital is fragmenting. Both are tradeable signals. Category Breakdown. Spot DEXs, prediction markets, launchpads, cross chain bridges, OTC marketplaces, crypto card issuers, RWA, yield. Each category gets its own share. Rotation between categories tells you whether the market is in degen mode (perps, launchpads), risk off mode (yield, RWA), or arb mode (bridges, OTC). 90 Day Total Volume Chart. Daily volume with MA7 overlay. Regime shifts (chop to trend, trend to capitulation) print on this chart hours before they print on price. Chain by Chain Ledger. Volume, TVL and 7d turnover per chain. Turnover (volume divided by TVL) is the cleanest read of hhow active the capital on a chain actually is. High TVL with dead turnover is parked money. Low TVL with hot turnover is alpha capital. Movement Lens. Surge (protocols up >50%), fade (protocols down >30%), above 1Y average (breakouts from long range), regime shifts. Surge surfaces what to long. Fade surfaces what to fade. Above 1Y filters real strength from noise. Fee Kings. Ranked by 24h take rate and 24h vs 7d fee revenue. Fees are the truest revenue metric in DeFi. A protocol pumping volume with collapsing fees is being farmed. A protocol pumping volume with rising take rate is earning. Protocol Leaderboard with Category Filters. All 60+ protocols sortable by any column, filterable by category chips (ALL / DEXs / Prediction Market / Launchpad / Cross Chain Bridge / OTC Marketplace / Crypto Card Issuer / RWA / Yield), searchable by name, CSV exportable. Top KPIs. 24h, 7d, 30d volume with deltas. 24h total fees with average take rate in bps. Top DEX and Top Chain with share of total flow. The header strip alone is enough for a morning macro read on DeFi.

From Trends to Autonomy | Why Mefai Prioritizes Security Artificial intelligence has evolved from the 2023 trend to the Autonomous AI of 2027. In DeFi, we will see DAOs transforming into hybrid structures managed by clusters of AI. Just as we led AI trading before anyone even mentioned it, we detected this new shift early. We've also started to see some of our open-source code being packaged as projects or features. That’s why Mefai uses Browser in Browser technology and private, we dnot use ready LLM AI. This is why we are becoming an amazing platform. Because the learning process, the data, belongs to us. It's not skills superimposed on another artificial intelligence. And they've started talking to each other. Due to problems in P2E and issues we observed in advertising, we have kingforever. We say both earn and advertise. It is positioned at the entrance of our page. Generic, readymade AI code creates a crisis, we continuously find and report leaked private keys on GitHub that teams are not even aware of. We can instantly detect Vibecoding sites. And most developers still have keys on GitHub. We have lost count of how many reports we have sent. They sent them to Historye but did not delete them you can see the commits on GitHub. Don't misuse this information, but it's hard true. Since we started the migration of active pages, we have released (fully independent third party) AI 1 for economic, 1 for news, 1 for CAs. Today we made a major announcement, and it is going to be amazing. As AI becomes autonomous, security becomes the single most important factor. We are building the safest platform by fixing gaps that others leave behind without realizing it. At the same time, we do not allow lies to be told to people. We expose falsehoods and report security vulnerabilities. And what you need to do is very simple, go to the security audit page on Mefai. Burn little mefai.

Mefai has had a blog page since its very beginning. On February 6, we also made it publicly accessible to everyone under the /blog extension. So what was the benefit of this for us? We delivered important information to our users in concise, SEO optimized content. This helped us keep users informed, and we used it almost entirely as a space for unique insights and announcements. Now, this entire section has been fully integrated at mefai browser in browser. The old blog page has been completely embedded into the browser, redesigned from scratch, and enhanced with sharing features for each post. There is also a win win aspect here. One major advantage is that Google SEO requires consistently feeding your platform with original content this is one of the most fundamental and realistic requirements of SEO. We will continue to nourish the platform with fresh, short, and SEO friendly content. This means higher rankings in search results and increased visibility through recommendations. No AI was used in this part. However, with the AI on the right panel that we will announcing today, users will be able to enter any contract address or token name and receive a full, in depth analysis. At the same time, with Mefai BSAI, they will be able to start building the projects they imagine. Additionally, by pressing the listen button, they will be able to instantly hear the content being read aloud. Mefai projects migration is not even 5% complete yet. Each one is now being redesigned specifically for the browser.

HOW IS IT BUILT? On August 6th, 2025, mefai.io/news went live, and we introduced it as an AI powered news page. At this page, All news from the past 6 months can be viewed by going back through the archives. As we now bid farewell to that page, Mefai Browser in Browser introduces a new news page inside the platform. So what was this feature? From day one, we could have just outputted random data. Instead, we made sure it delivers the right news the right way. You can now see every single relevant news item from the past six months on this page. For AI, the first requirement is data. And if you want a truly independent AI, almost the only thing you need is this. All six months of data are now fully accessible. Over six months, we tracked which platform first published each news item. For example, if a news piece is about a certain token, we elevated the score of the originating platforms. We started with Deep Enrichment for training. What did we learn, and why do we now feel entitled to share it with people? The system runs as a multi layer AI, Layer 0 (ML v2): TF IDF + Ensemble model trained from scratch (NB + RF + LR) — 88.95% accuracy, trained on 4,977 news articles. Layer 1 (v1): Keyword scoring always active. First, we classified the news as bearish, bullish, or neutral and calculated a confidence score. We focused on the most impactful part of the news and analyzed it. Later, we even generated a buy, sell, or hodl recommendation. We tracked the price at the moment the news arrived and the price after the news. Weight adjustments were applied based on the accuracy of the outcomes. For example, Sentiment, bearish, Score: 7/10 AI Summary: "Circle stock crashes 22% to below $100 as Senate bill revision reportedly bans stablecoin rewards..." Action: sell Techniques used, Keyword frequency analysis Weighted scoring with learned adjustments Source credibility weighting Token name extraction (NER like pattern matching) Round robin API key rotation (5 keys) In memory caching (1 hour TTL) Stale while revalidate pattern TF IDF Word embeddings Neural network Fine tuned model With the accumulated data (news → price movement), we created a dataset and trained a classifier using scikit learn (Naive Bayes or Random Forest). Over time, we fine tuned smaller transformers like DistilBERT. The model runs fully on our own servers as an inference engine. Model accuracy: 88.95% using 5 fold cross validation. Some may not fully understand this sentence but we are not claiming 100%, nor 90%. These are the real numbers, derived from 5 fold cross validation. So how does it look now? When you access the Mefai platform, everyone sees the news in real time on the left hand side for free. Mefai Pro and Prime users see an expanded interface. Not only can they view the news, but if a Square key is linked to their profile, they can instantly share it also on Twitter, Telegram, or Discord. And the best part? This is just one feature among hundreds on Mefai. Every tiny detail reflects the seriousness and rigor behind its development. Each feature alone could be a standalone project robust, powerful, and reliable. We interpret the news for you. We generate result with confidence scores. You can see which token a news piece is likely to affect. Each news item is tagged with the relevant token at the top. Experience real AI insights in real time not pseudo AI, but a genuine AI model providing actionable analysis. From now on, the system will continue to improve as data increases every day. We have expanded the number of news sources. After reaching 10K labeled news items, it will become a dedicated system for this task, fully independent in the background with no reliance on any third party AI APIs.

From now on, projects that call themselves AI and say they will change the world have a serious nightmare. We also warn platforms and ecosystems. Definitely check the projects you shill, otherwise Mefai comes and you may be upset. Until now, there were audit firms. But no one was auditing the projects. Meaning, whether the claim and the code match. Why weren’t they doing it? Because everyone had a fear of code, the claims on their pages were incompatible with the code. What they said they were building was always imaginary. They couldn’t trust their own structure. They didn’t have the technical capacity to do this. Why is Mefai fearless? What we write on the page and the code are more than exactly aligned. In fact, it is more advanced than what we write. Not just one, but dozens of different AIs, offchain and onchain, can be seen, and it can even be understood how seriously the training process is done. Just by looking at our AIV2 API, one can understand how serious an AI model is running. In most projects this is either a ready one line code, not a joke we shared it. In some, Grok, Gemini, GPT, Claude, etc.Using these is not even the problem, at least you could have written a skill, there is not even a skill. They search 14 words and return an answer, and sell this to you as artificial intelligence. Forget about developing panels or autotrade, with Mefai skills and Binance skills we allow people to build their own platforms. Not only privately, we also make very serious contributions openly on GitHub without expecting any financial return. This fearlessness comes from the fact that what we say and what we do are highly consistent, and from the technical capacity we have to do this comfortably, and we will do this to create awareness in people. Also, our principles are as follows. We hide what needs to remain hidden. No one wants anything to be hacked. But we share code and outputs, so everyone can verify. Because we do not exaggerate. We do not attack. We only read the code, and through your own APIs.YOUR DATA. Your project tells us, and we will tell people. We write what is in a professional way. But as you will see soon, there are such problems that you will be shocked. However, we also present our respects to the teams that do their job well. Because the number of them is really very low.

Today, we are fully migrating Mefai.io into a completely new browser in browser experience and launching it. The reason is simple, the platform has grown too large and too fragmented. Skills were on SuperBSC, on chain features on BNBAgent, BSAI allowed users to build their own AI or trading panels, AI signal panels existed separately, AIV2 combined three different AI models working together (and if a single audit clearly shows this system has been running and learning for months), auto trade pages, data-fetching proxy pages, visual editing tools like FunnyBNB, browser extensions, AI result backtests, on chain contracts for Pancake, Binance Speak, blog, academy, news pages… It became too many pages | yet all of them were actively working. So instead of announcing a release date two months later, we are activating the Mefai browser-in-browser . We wll build together and u will be our witness. From today forward, we will build in public reporting daily what has been completed and what is ready. Once domain migrations are complete, Mefai.io will fully operate in a browser style interface. At launch, the following will already be active: Wallet connections A full security and audit system for analyzing projects A completely redesigned website A custom built starter package system unique to us Buy sections integrated directly into the interface (no page switching) An advertising panel A dual chain, nonmint p2e game that generates revenue and distributes 5% per interaction Tabs and search functionality BSAI upgraded from CLI to a full chat interface wtih new skill After that, we will progressively integrate all remaining pages until the platform becomes fully complete. This platform will become a place where those who do real work are trusted and those who mislead people will face a system they cannot hide from. There are: No fake scoring systems from automated audits Fully transparent listing requirements No exploitation of the term AI Direct node based data flow without intermediary APIs Native data provider infrastructure …and dozens of other features. ++++++++👇

Code is Law. The Reality of the Ecosystem | Audits and Transparency Some claim 165M active wallets or 235K registrations, yet the numbers simply don't add up. We see claims of $45B in volume which would equate to $239K per person for 186K holders. That is mathematically impossible. We see 964M transactions surpassing the 200 day total of the entire BNB Chain. This is nothing more than bot activity. One project even claims to be a dApp, yet there is nothing there. Zero code, zero contracts, zero API, and zero backend. It’s a joke. (These are entirely new findings from other projects.) When $MEFAI was first established, our only goal was to protect our community. I am writing this with total sincerity, the term AI is being exploited almost everywhere. We are seeing extreme examples of this daily. MEFAI New Audit Initiative Starting tomorrow, users can have any project audited simply by purchasing and burning $50 worth of MEFAI.(SOL - BSC MEFAI) We don’t want the payment, we want to contribute to the MEFAI ecosystem. My DMs are overflowing with project requests, and the issues we find in some are staggering. We suspect many of these are intentionally mass produced in project factories, and it is baffling to see ecosystem chains sharing them. We are doing this because we have nothing to fear. We know exactly what we have built. Our GitHub has been open for a long time, we share segments of our own AI code to provide transparency and inspiration. Also With BSAI, people can build their own panels. Our Standards We record everything on chain to ensure total alignment between our claims and the project's reality. Even though our system responds in milliseconds, we call it low latency because anyone claiming zero latency is lying. Mathematically, zero latency is impossible. We don't fly in the clouds, we don't use marketing gimmicks. The Process 👇 If someone burns $50 in MEFAI and requests an audit, and we find serious security vulnerabilities (but no intent to deceive), we will report them directly to the project team and publish the positive findings. However, if the project’s claims do not match the code, that isn't just a security flaw it's a breach of trust. In those cases, we will go public. We will hide sensitive security details but share repeatable code and outputs as proof of claim. Code is Law. At MEFAI, we have now dedicated a specific team member exclusively to this mission.

$MEFAI spent nearly a year and a half working on just only 35 coins/tokens. Why beacuse need learning. We genuinely wanted to analyze the entire market with our nodes so users could learn the truth. But honestly, we almost regret it. Everywhere there are only fancy words. But that's all. Because of this, we added a new section inside the MEFAI browser. Submit any project. Buy and burn MEFAI tokens. We take no payment. Within 24 hours, we will deliver a full report to you.

We're bringing all the pieces of Mefai together. Each panel and page is being built separately. We're moving forward without Linktree, third party document pages, or even Google Forms. But to accelerate the development process, starting tomorrow we'll begin redirecting all mefai pages fully into the Mefai browser in browser. This way, while users access the pages that are ready, they'll literally be witnessing the construction process in real time. We've added the Security section. From now on, for project reports if there are critical issues, we share with the team. If there's a security breach, we share with the team. But if there's a trust violation, we share it publicly. The only thing left to do is burn a little bit of Mefai token. We're building this completely securely. We don't use AI as a buzzword. We actually use AI. In fact, to serve as inspiration, we're open sourcing most of it and we were already doing this before. #AI trend is not going away. It's remarkable enough to define the next century. It makes life easier. It saves time. What used to require dozens of people and hours of review real data analysis can genuinely be brought down to minutes, even seconds. And it doesn't just analyze, it learns. That's the biggest difference of all. Untrained models are popping up overnight like mushrooms, and most of their work speaks for itself. Please read our older posts to understand the we trained it overnight lies. They're just using the AI name. They claim to be building a Lambo, but the product is made of cardboard. We're juggling dozens of things at the same time right now. To selecting the projects we list, we already conduct reviews that no other platform has done before.