#datacentricai search results

Forget LLM vs SLM - it's about understanding data. Decentralized AI is romantic, but without curated, high-quality datasets for SLMs, it's just slower, dumber AI. This is why centralized data pipelines still win, even with "agentic" systems. #AISimulations #DataCentricAI

Some people think “data-centric AI” means having more data. It doesn’t. It means..... ..Having fewer regrets! #CleanData #SmarterAI #DataCentricAI

Data-Centric AI: Why Clean Data Matters More Than Big Models Discover why quality beats quantity in the AI world. Read full blog 👉 innovativemindsai.wordpress.com/2025/10/28/dat… #DataCentricAI, #CleanData, #MachineLearning, #ArtificialIntelligence, #MohammadMuneebAli, #InnovativeMindsAI

Reliable Active Learning is possible, and NCAL is a step forward. 🙏 A huge thank you to my co-authors for their guidance and collaboration: @Sharat_ag, @saketanand_, and Chetan Arora. 📝Paper: arxiv.org/abs/2510.09740 #TrustworthyAI #ReliableML #DataCentricAI

The real intelligence of a model isn’t in its architecture — it’s in its data truth. Label Quality = Model Integrity. At JTheta.ai, we engineer accuracy where it matters most — in every pixel. 🔗 jtheta.ai/technologies #ComputerVision #AI #DataCentricAI

Bigger models ≠ better AI. Better data = better AI. The future belongs to enterprises that can rapidly create, customize & evaluate their data. 🎥 Snorkel co-founder Braden Hancock explains: youtube.com/watch?v=27Dbq2… #AI #LLMs #DataCentricAI

Data-centric AI入門 #DatacentricAI ai-biblio.com/books/archives…

The next phase of AI isn't just about bigger models—it's about better, rarer data. Proprietary & “shadow” datasets are becoming the new frontier. Read more: philaverse.substack.com/p/the-rise-of-… #AI #machinelearning #datacentricAI

Data-centric AI drives innovation in capital markets, entrepreneurship, and IPO activities, signaling a transformative period despite underlying challenges. #DataCentricAI #AIFlywheel #PrivateEquity #IPO #Crypto #Stablecoin #NewYorkTech #TechTrends video.cube365.net/c/974455

🧠 The real bottleneck in AI isn't the model. It's the data. Manual labeling = slow, brittle, and tough to scale. We need to treat data like code: ✅ Versioned ✅ Reusable ✅ Automated 👇 How are you solving this? #DataCentricAI #MLOps #TrainingData #MLDev #AIEngineering

We formalize cleaning as a ranking task, define clear metrics, and benchmark various cleaning approaches to set performance baselines. All code, data, and evaluation scripts are publicly available! 🔗 arxiv.org/abs/2505.11034 #AI #DataQuality #DataCentricAI

Even ML models with similar accuracy can yield conflicting predictions — a risk known as predictive multiplicity 🤔 In our new paper w/ @PrzeBiec, we explore how balancing, filtering & data complexity drive this. Read free until June 29: authors.elsevier.com/a/1l49f5a7-G-6… #DataCentricAI

👏👏👏 Ruth @qphong @_Hu_Wenyang @ZCODE0 @ray_qiaorui @JingtanW @PangWeiKoh et al. Accepted @icmlconf #ICML2025: #DataValuation #DataCentricAI #DataSelection #LLM #LLMs #BayesianOptimization #FederatedLearning

The real intelligence of a model isn’t in its architecture — it’s in its data truth. Label Quality = Model Integrity. At JTheta.ai, we engineer accuracy where it matters most — in every pixel. 🔗 jtheta.ai/technologies #ComputerVision #AI #DataCentricAI

👏👏👏 @_Hu_Wenyang @WuZhaoxuan @ZCODE @ZhuanghuaL @xiaoqiang_98 @michael_xinyi @pjaillet @Dai_Zh @qphong @BobbyZhouZijian et al. Accepted @NeurIPSConf #NeurIPS2024: #DataValuation #DataCentricAI #LLM #BayesianOptimization #InContextLearning #PromptEngineering #ActiveLearning

👏👏👏 Ruth @qphong @_Hu_Wenyang @ZCODE0 @ray_qiaorui @JingtanW @PangWeiKoh et al. Accepted @icmlconf #ICML2025: #DataValuation #DataCentricAI #DataSelection #LLM #LLMs #BayesianOptimization #FederatedLearning

🚀 Throwback to the Ultimate Data-Centric AI Challenge! 🚀 In case you missed it, earlier this year we teamed up with @JoinMachinehack for a unique two-part ML competition. The focus? Improving training data with #DataCentricAI techniques.

🎉 The cleanlab package just reached 6000 GitHub stars! 🌟 We’re immensely grateful for the support from our incredible #community! 🙌 🌍 We couldn’t be more thrilled to see so many dedicated contributors helping us build the best tools for #DataCentricAI. ⬇️⬇️⬇️⬇️

☀️ Our Product and Engineering teams got together for an afternoon hike at the Stanford Dish after intensive OKR planning! #engineering #DataCentricAI #ComputerVision

Tune in with @YangK_ai and @SnowflakeDB tomorrow to hear how you can deploy enterprise-grade ready #LargeVisionModels for your unique business use cases today! This #DataCentricAI approach will allow you to bring models to the data. Register now: bit.ly/41xqM7c

Very proud of my students' contributions at @icmlconf! Our 7 papers cover the power of #LLMs, #DataCentricAI, #DiffusionModels, #Meta-Learning, #Reinforcement Learning & more! All in service of our #RealityCentricAIagenda! Read all about our papers here: vanderschaar-lab.com/van-der-schaar…

The @CogniquestAI team @thejaswi_s @girishkerodi @MailsNathaniel @HARSHAAC3 @SatishG73116894 Strategy Planning to bring the goodness of #datacentricAI to #B2B #Customers around the world

QA a dataset?!? YES! medium.com/@alexander.ber… #computervision #imageprocessing #datacentricai #datavisualization #ai #coreset #training

See how easy it is to build and train a #ComputerVision model using the LandingLens platform. Join us for a live demo and Q&A tomorrow! Register here: bit.ly/3JheR4W #DeepLearning #DataCentricAI

“Bigger Data beats Better Math, No Question” - Brent Schneeman #datadaytexas2023 #ddtx2023 #datacentricai #dataops

#MondayMotivation - As we kickstart this brand new week, let's take a moment to reflect on these profound words of Andrew Ng. 🧠 #data #datacentricai #artificialintelligence #datascience #andrewng #machinelearning

We had an amazing time at #SnowflakeSummit this week! Thank you to our new partners at @SnowflakeDB for hosting, and to everyone who attended. Get started with LandingLens for free: bit.ly/3ND2weM #DataCentricAI #ComputerVision #GenerativeAI

Shout-out to NY #TechWeek and @SnowflakeDB for hosting yesterday's session with our own Kai Yang and Dan Maloney! We'd also like to thank everyone who attended. #DataCentricAI #ComputerVision

Join us tomorrow for a live demo of LandingLens with Q&A! You will see how easily you can build and train a #ComputerVision model using the LandingLens platform. Register here: bit.ly/3JheR4W #DeepLearning #DataCentricAI

🚀 Next up: Jilei Hou VP of Eng. & Head of AI @Qualcomm on "The Future of AI is Hybrid". Learn about the importance of on-device AI, hybrid AI, and how Qualcomm is delivering these capabilities using #datacentricAI workflow. A crucial conversation as #genAI & AI compute skyrocket

We're proud to announce that we've partnered with @SnorkelAI to enable enterprises to adopt AI across the business at scale by dramatically accelerating development and deployment. Read about our partnership here: bit.ly/3HHUb6w #MLOps #datacentricai

At @markov_ml, we're data-first! We curated this list of the top 5 papers that will undoubtedly sharpen your understanding of Data-Centric AI. A thread. 🧵 #DataCentricAI #ArtificialIntelligence #MachineLearning #DataAnalytics #ResearchPapers

Join @AndrewYNg for a Practical #ComputerVision livestream on 10/3! In this session, you will learn how to: ⭐ Identify and scope vision applications ⭐ Choose the right project type/model and apply #DataCentricAI ⭐ Develop an #MLOps pipeline Register: bit.ly/44L6veA