As a data scientist with a nose for market anomalies, I’ve analyzed the latest Across DAO scandal—where founders allegedly manipulated votes and siphoned $23M. This isn’t just another crypto drama; it’s a wake-up call about how easily decentralization can be hollowed out. In this piece, I break down the chain analytics, voting patterns, and governance flaws that reveal systemic risks in Web3. If you’re serious about crypto investing or building trust in protocols, this is essential reading.

\n","published_at","2025-08-22T03:01:44.020396+08:00","published_url","rating_total",93,"share_total",1355,"Across DAO Crisis: Was $23M Stolen Under the Radar? A Data Scientist’s Deep Dive","updated_at","2025-08-22T03:45:44.02074+08:00",{"_427":242,"_221":448,"_636":637},"user_info",{"_638":448,"_293":639,"_646":448,"_622":448,"_647":242,"_241":242},"fans_total",{"_640":242,"_611":242,"_641":448,"_642":242,"_643":448,"_221":448,"_250":242,"_248":242,"_644":448,"_614":242,"_615":-5,"_7":242,"_252":242,"_645":448},"content_type","duration","format","height","size","width","follow_total","nick_name","view_total",154,{"_607":651,"_616":-5,"_617":448,"_618":656,"_427":657,"_221":658,"_622":659,"_267":660,"_241":664,"_302":-5,"_13":-5,"_625":665,"_627":-5,"_628":666,"_630":667,"_615":-5,"_7":668,"_633":669,"_592":670,"_648":673},[652],{"_293":653,"_221":-5,"_302":303,"_252":242},{"_611":242,"_250":654,"_248":655,"_614":242,"_615":-5,"_7":242,"_252":242},"mlibl8f0pd4b.png","6qxso8/d0s5",1614,"/quiet-surge-of-airswap-market-psychology",27560,1655,[661],{"_270":662,"_252":242,"_273":663},"crypto","{\"change_percent\":2.97,\"file_name\":\"mjzoyks6gj6o.png\",\"file_path\":\"6qxc0z/dcng\",\"high\":0.044609,\"low\":0.03684,\"market\":\"usd\",\"name\":\"AirSwap\",\"price\":0.040844,\"price_cny\":0.2928,\"symbol\":\"AST\",\"turnover\":1.78,\"volume\":108803.51}","

As a data scientist who’s spent years decoding crypto volatility, I watched AirSwap (AST) spike with eerie precision—one moment flat, the next dancing above $0.04. This isn’t just price action; it’s emotional arithmetic. In this deep dive, I unpack the hidden signals behind AST’s erratic 25% jump and why small-cap resilience matters more than ever in today’s bearish climate. Spoiler: true momentum isn’t found in charts—it lives in overlooked patterns.

\n","2025-08-24T07:59:44.081424+08:00",99,913,"The Quiet Surge of AirSwap: What 4.18 Cents Can Tell Us About Market Psychology","2025-08-24T08:38:44.081718+08:00",{"_427":242,"_221":448,"_636":671},{"_638":448,"_293":672,"_646":448,"_622":448,"_647":242,"_241":242},{"_640":242,"_611":242,"_641":448,"_642":242,"_643":448,"_221":448,"_250":242,"_248":242,"_644":448,"_614":242,"_615":-5,"_7":242,"_252":242,"_645":448},1881,{"_607":675,"_616":-5,"_617":448,"_618":680,"_427":681,"_221":682,"_622":683,"_267":-5,"_241":684,"_302":-5,"_13":-5,"_625":685,"_627":-5,"_628":686,"_630":687,"_615":-5,"_7":688,"_633":689,"_592":690,"_648":693},[676],{"_293":677,"_221":-5,"_302":303,"_252":242},{"_611":242,"_250":678,"_248":679,"_614":242,"_615":-5,"_7":242,"_252":242},"mlnfmrshx6wo.png","6qxs5w/fa35",1361,"/running-toward-stars-huobi-htx-fitness-challenge",31221,1016,"

As a data scientist who’s mapped market cycles and analyzed emotional volatility in crypto, I’ve seen how obsession with price charts can erode real well-being. When Huobi HTX launched its ‘Global Fitness to Mars’ challenge, I saw more than a campaign — I saw a quiet revolution. This is about reclaiming our bodies, our focus, and our future. In 30 days of movement, we’re not just chasing rewards; we’re rebuilding the foundation of true long-termism — one step at a time.

\n","2025-08-28T23:15:46.01481+08:00",97,910,"Running Toward the Stars: How Huobi HTX’s 30-Day Fitness Challenge Redefines Web3 Long-Termism","2025-08-29T00:02:46.01505+08:00",{"_427":242,"_221":448,"_636":691},{"_638":448,"_293":692,"_646":448,"_622":448,"_647":242,"_241":242},{"_640":242,"_611":242,"_641":448,"_642":242,"_643":448,"_221":448,"_250":242,"_248":242,"_644":448,"_614":242,"_615":-5,"_7":242,"_252":242,"_645":448},701,"features",[],"message",{"_427":698,"_221":699,"_288":-5,"_636":700},"/shadow-wire-042",25881,{"_638":701,"_293":702,"_646":711,"_622":712,"_647":713,"_241":714},2180,{"_640":703,"_611":242,"_641":448,"_642":704,"_643":619,"_221":705,"_250":706,"_248":707,"_644":708,"_614":709,"_615":710,"_7":242,"_252":242,"_645":619},"image/png","png",324448,"mk7lt149aese.png","6qxrri/be4e",279798,".png",[],1644,24026,"ShadowWire_042","Data-driven storyteller decoding crypto chaos. I turn market noise into meaning—one insight at a time. For the curious minds who see beyond price charts.","data",{"_270":597,"_717":718,"_719":720},"action","DsUserInfo","query",{},{"_264":242,"_265":242,"_266":242},"actionData","errors"]

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