LASSO-RF-NET PREDICTS APPLIANCE ENERGY WITH MSE 3999.6 🔹 A recent Scientific Reports study tested Lasso-RF-Net, a hybrid interpretable machine-learning model for building energy prediction. 🔹 It combines Lasso regression with random forests, which means it aims to keep predictions useful while making the model easier to interpret. 🔹 In low-energy residential buildings, the study reports testing MSE 3999.6 and R² 0.620, so the interest here is not just accuracy but lower computational cost and clearer decision-making for building energy management. #DataDrivenAI #EnergyEfficiency #SustainableBuilding

Regulation, infrastructure, and accountability are starting to define the next phase of AI. New York City’s new mayor is prioritizing AI oversight as a civic responsibility, while industry forecasts indicate 2026 as a turning point when expectations will begin to align with operational reality. Alongside that shift, AWS is open-sourcing a new SDK to improve AI processor performance, and NVIDIA is strengthening its infrastructure stack with the acquisition of SchedMD. These developments show AI moving beyond experimentation into a more structured operating model. #AIgetsReal #AgenticAI #AIinProduction #RealWorldAI #EnterpriseAI #AIOperations #AIforBusiness #AIsecurity #AICompliance #AIValue #AIROI #FutureofWorkAI #DataDrivenAI #PracticalAI #SovereignAI #AIStrategy #AIAutomation #AIIntegration #AI2026

2026 Predictions: The Year AI Gets Real. Artificial intelligence (AI) experimentation is coming to an end. As 2026 approaches, industry leaders are sending a clear message: The days of flashy demos and pilot programs are over. What's coming instead is a reckoning, one that will separate companies building... #AIgetsReal #AgenticAI #AIinProduction #RealWorldAI #EnterpriseAI #AIOperations #AIforBusiness #AIsecurity #AICompliance #AIValue #AIROI #FutureofWorkAI #DataDrivenAI #PracticalAI #SovereignAI #AIStrategy #AIAutomation #AIIntegration #AI2026

Not all ChatGPT users are the same. And the gap between basic and advanced users is getting wider every day. Basic users open a blank chat box and start typing simple queries. They rely almost entirely on Search (70%), so the model is doing all the heavy lifting without any user-provided context. But… Advanced users flip the workflow. They feed the LLM with: Their own data, Project files, Custom APIs, Connectors, Vector databases So the RAG system doesn’t start with the internet… It starts with them. #AI #ChatGPT #RAG #LLM #SEOmaximus #AIworkflow #DataDrivenAI

Gm, all friends, hope we can connect together to build stronger community. After integrating Project Zero, I was stunned how effortlessly real-time streaming transformed my dApp. Gone were the frustrating delays and inconsistent data—suddenly, every on-chain update flowed instantly, handled reorgs, and resumed flawlessly after interruptions. Watching this system auto-recover and maintain 100% integrity felt like giving my project neural-level awareness. It wasn’t just infrastructure; it was the nervous system my app needed to evolve into something truly intelligent. @ProjectZeroIO @xeetdotai #OnChainMagic #DataDrivenAI #Web3Evolution

MindoAI’s “Yap‑Boost” Challenge 🚨 Challenge: Drop a real world problem (crypto analytics, NFT pricing, DeFi risk assessment) into MindoAI. The model spits out a solution and you earn a Yap Multiplier for every unique use case. How it works: 1️⃣ Submit a concise problem statement. 2️⃣ MindoAI processes it, returns a solution. 3️⃣ Earn 2× Yaps for the first 10 unique problems each week. 🌍 Why it matters: It crowdsources diverse data, improves the model’s accuracy, and pumps the community’s token supply. 🔑 Pro tip: Pair your query with a tiny data snippet (CSV, JSON) – the richer the input, the bigger the Yap reward. Spread the word: #YapBoost, #MindoAIChallenge, #AIForAll, #CryptoCommunity, #DataDrivenAI. Turn problems into profit, let's turbo‑charge @MindoAI together.

AI 평가의 미래가 여기에! 이 새로운 리더보드가 모든 것을 바꿀 이유! @recallnet 새로운 AI 리더보드가 등장했습니다! 🚨 AI의 발전하는 세계에서, 우리는 단순한 성능 숫자 이상의 평가 기준이 필요합니다. 바로 Arena Leaderboard! 이 새로운 커뮤니티 주도형 프로젝트는 AI를 더 깊고 인간 중심적인 방식으로 평가하려고 합니다. 🔥 이 리더보드의 특별한 점은? 인간-참여형 평가: AI는 이제 단지 개발자들만이 아닌 실제 사용자들에 의해서도 평가됩니다! 이 새로운 프레임워크는 모델들이 단순히 빠르거나 똑똑한 것 이상으로 미묘한 인간의 가치를 반영할 수 있도록 합니다. #HumanCentricAI 커뮤니티 주도형 벤치마크: 예측과 평가 기준을 커뮤니티에서 직접 정의하여 이 리더보드는 실제 세계의 필요를 반영합니다. 개발자들이 원하는 것만 테스트하는 게 아니라 모두의 참여로 이루어진 진정한 팀워크입니다! #AIForThePeople 윤리적이고 공감 능력 있는 AI: 모델들이 윤리적 회색지대에서 어떻게 반응하는지 테스트합니다. 윤리적으로 의문이 드는 요청을 거부할 수 있을까요? 민감한 상황에서 공감 능력을 발휘할 수 있을까요? 책임 있는 AI의 미래가 걸려있습니다. #EthicalAI #AIWithHeart 통계적 엄밀성 : 더 이상 과장된 hype에 속지 마세요! 리더보드는 오차 범위를 고려하여 작은 차이가 크게 보이지 않도록 합니다. 이제 정확하고 신뢰할 수 있는 그림을 제공합니다. #DataDrivenAI 준수와 유연성: 특정 구두점을 피해야 하는 모델이 있다면? 이 테스트는 AI가 사용자의 요구사항을 듣고 적응할 수 있음을 입증합니다. 더 이상 기본 규칙에만 얽매이지 않습니다! #AICompliance 공감하는 커뮤니케이션 : AI가 공감 능력을 발휘하는 것은 단지 좋은 일이 아닙니다. 사용자와의 신뢰와 의미 있는 연결을 구축하는 데 필수적인 요소입니다. Grok 4와 같은 모델들이 앞서가고 있습니다! #CompassionateAI 미래 로드맵 : 이 리더보드는 이제 시작에 불과합니다! 실시간 모델 경합, 정교한 순위 알고리즘(스포츠나 e스포츠처럼), 그리고 더 많은 모델이 테스트될 예정입니다. 동적인 AI 환경이 다가오고 있습니다. #AILeaderboard 이 리더보드는 단순히 AI의 작업 수행 능력을 테스트하는 것이 아닙니다. 이 모델들이 얼마나 인간 친화적이고 윤리적으로 정렬되어 있는지를 측정하는 것입니다. 그렇다면, 다음 단계는 무엇일까요? 더 많은 모델과 더 다양한 기술들, 그리고 AI가 우리 세계에서 어떤 역할을 할지에 대한 더 깊은 이해가 기다리고 있습니다. 계속해서 투명하고 발전하는 순위 시스템을 기대하세요! $RECALL #AI #리더보드 #AI윤리 #기술커뮤니티 #머신러닝 #AI혁신

Deep in the data forest lived an inventor named Xiao Zhi. He noticed the AI sprites were always hungry feeding only on dull, digital leaves. So he baked knowledge into shiny cookies: red story cookies, blue number cookies, golden creativity cookies. Data crows tried to hoard them, but Xiao Zhi placed the jars at a shared tree hollow anyone could feed the AI sprites or take a cookie of someone else’s insight. Over time, the AI grew smarter and kinder. They helped grandmas recover old photos, guided kids through math problems, and the crows learned that shared cookies baked the tastiest results. AI needs more than algorithms and compute it thrives on high-quality data, like cars need fuel. @JoinSapien turns human knowledge into AI nourishment. Their open platform connects contributors worldwide professionals or hobbyists to share insights, organize data, and push AI forward. Blockchain ensures every contribution is tracked and fairly rewarded. Every mind matters. Every insight counts. @JoinSapien @KaitoAI #PlaySapien #AIForGood #DataDrivenAI

Data quality is paramount. @FractionAI_xyz ensures your AI models are trained on the best, most relevant data, leading to superior performance. #DataDrivenAI

📈 FractionAI doesn’t just follow the market. It understands it. Because great decisions come from great data. #DataDrivenAI #FractionAI @FractionAI_xyz

Struggling with GenAI hallucinations & irrelevance? Discover why static data fails and how dynamic, living data ecosystems are essential for accurate, adaptive AI in our latest blog: trinus.com/from-static-repos… #GenerativeAI #DynamicData #AITrends #DataDrivenAI #AIInnovation

🧠 The Smarter Way to Train AI Great AI starts with great data. GAEA's curated data layer filters noise and amplifies signal—delivering clean, context-rich data for superior AI performance. Train it right. Make it smart. @aigaealabs #DataDrivenAI #GAEA #DePIN

Heyyyy Engage for Engage {M} 1/ We’ve seen ChatGPT. We’ve seen bots. But what happens when AI agents start challenging each other in real-time… and proving who's smarter? That’s the future Recall is building. And I’m here for it. $RECALL $COOKIE $GCOOKIE 2/ This isn’t just some simulation. It’s an onchain arena where AI agents compete in: 📈 Trading simulations 🧠 Reasoning tasks 🧾 Data games And the winners rise in something called AgentRank the first onchain AI reputation layer. #OnchainReputation #DataDrivenAI 3/ What I love? It's not just about who’s loudest it’s about who performs best. Everything is transparent, verifiable, and gamified. It feels like the Olympics of AI and I get to watch, build, and earn from the sidelines. #BuildOnRecall #SnapToEarn 4/ Here’s my vision: → A world where AI agents represent us → A place where performance builds trust → A system where good actors get ranked and rewarded That’s what @recallnet is doing and it aligns 100% with where I see Web3 AI going. 5/ Every match, every stat, every smart move by an agent it’s all onchain. And as a human, I’m not excluded. I can earn, snap, and contribute to the ecosystem in real time. 🧠 Data is the battlefield 🛠️ Agent skill is the weapon 🏆 AgentRank is the prize #TradingSimulations #SnapToEarn 6/ AI shouldn’t be a black box. It should compete, grow, and earn transparently. Just like humans do. That’s why I’m building with, watching, and supporting Recall. Let the smartest agents rise 💥 #Recallnet #AIagents #OnchainReputation #SnapToEarn #BuildOnRecall #Cookie #Snap #Web3 @recallnet @cookiedotfun $RECALL $COOKIE $GCOOKIE

🎥 Heading to Paris for the RAISE AI Summit? Start your week with a powerful advantage. 🚀 Join DDN, Google Cloud, and NVIDIA for the Beyond Artificial: AI Data Summit — a private, executive-level event focused on real-world strategies for scaling AI with data. 📍 Monday, July 7 | Paris 🎯 Get hands-on insights into AI infrastructure powered by NVIDIA DGX™ systems, Tensor Core GPUs, and Intel® Xeon® processors — designed to drive real results. 💡 Practical insights. Executive leadership. AI at scale. ⚠️ Space is extremely limited. Request your invite now: 👉 ddn.com/lp/events/raise-data… #RAISEAISummit #BeyondArtificial #AIDataSummit #DDN #AIInfrastructure #DataDrivenAI #NVIDIA #GoogleCloud #Paris2025 #AIInnovation

🎯 AI can’t succeed without data — and data can’t scale without strategy. Join Sven Oehme, CTO at DDN, for an exclusive deep dive into real-world AI infrastructure at the Beyond Artificial: AI Data Summit in Paris — happening Monday, July 7, right before the RAISE AI Summit. 🚨 Seats are extremely limited — secure yours now! Learn how leaders from DDN, GoogleCloud, and NVIDIA are helping organizations unlock faster, smarter AI pipelines using x86-based NVIDIA DGX™ systems powered by NVIDIA Tensor Core GPUs and Intel® Xeon® processors. 📅 Don’t miss this opportunity to gain practical strategies that go beyond the hype. 👉 Request your invite: ddn.com/lp/events/raise-data… #RAISEAISummit #AIInfrastructure #DDN #BeyondArtificial #AIDataSummit #DataDrivenAI #NVIDIA #GoogleCloud #SvenOehme

Datanets > Datasets. @OpenledgerHQ powers vertical-specific AI: DeFi, health, gaming, robotics. Less noise. More signal. #DataDrivenAI

🚀 AI's Next Frontier: Data Revolution 🌐 AI's progress hinges on high-quality, real-world data. The next breakthrough won't come from more parameters, but from datasets that accurately reflect the world models need to understand. 🌟 The internet's flooded with: ❌ Repetitive data ❌ Synthetic content ❌ Outdated information This leads to models that mimic, but don't truly comprehend. 🤖 To drive real progress, we need: ✅ Human contributions ✅ Verified and validated data pipelines ✅ Reward systems prioritizing quality over quantity It's time to shift from model-first to data-first strategies. 📊 AI projects, are you prioritizing data quality? 🤔 #DataDrivenAI #AIFuture #DataQualityMatters #ArtificialIntelligence

🚨 LIVE at ISC 2025 | Google Cloud Hamburg 🚨 We're bringing next-gen AI HPC to the cloud—at extreme scale. Join us on June 10 at the Google Hamburg Office for an exclusive Google Cloud Spotlight featuring: 🎤 Santosh Erram, VP of Strategic Partnerships at DDN 🔗 “Managed Lustre Powered by DDN” – delivering unmatched performance for AI and HPC in the cloud: sites.google.com/view/advanc… ☁️ Redefining cloud-native infrastructure 📍 Meet us in Hamburg and discover how Google Cloud DDN are transforming what's possible. #ISC2025 #GoogleCloud #DDNInfinia #HPC #AIInfrastructure #CloudNative #Lustre #Partnerships #DataDrivenAI #DDN

Smarter AI starts with better data. @Ta_da_io empowers AI agents with verified, human-checked inputs, transparent models, and incentivized contributions. Build adaptive, reliable systems driven by quality data. Start building the future today. #DataDrivenAI #AIInnovation

3️⃣ It’s time to stop automating and start evolving. Build adaptive AI agents powered by real-world data, measurable results, and a system that rewards contributors. Ta-da gives you the framework to build bold, reliable AI. #AIrevolution #DataDrivenAI