We partner with our network of vetted experts, using detailed evaluation rubrics to generate high-quality datasets that improve AI applications. Follow us @SnorkelAI for updates, & if you need expert-verified datasets for your evaluation needs, talk to us!
DATA
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Industrial Data Quality Risks for AI and Analytics Systems
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The Hidden Risks of “Bad” Industrial Data
— Lucian Fogoros (@fogoros) 3 septembre 2025
Learn why inconsistent, uncontextualized, and unusable data puts AI and analytics at risk. https://t.co/latBfpMRp1 #sponsored #highbyte_iiot #Industry40 @HighbyteInc @IIoT_World via @fogoros pic.twitter.com/osVjcZ19pRThe Hidden Risks of “Bad” Industrial Data
Learn why inconsistent, uncontextualized, and unusable data puts AI and analytics at risk. https://
buff.ly/Xgw9ONa #sponsored #highbyte_iiot #Industry40 @HighbyteInc @IIoT_World via @fogoros -
India’s AI Independence: Building Local Infrastructure and Models
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Critical insight from Prof. Ravindran: True AI progress means investing in our own data, infrastructure, and models. Building local AI foundations is key to India's leapfrog moment! #AIResearch #Innovation #EthicalAI @abhish18 @kavitabha @_DigitalIndia @GoI_MeitY
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SnorkelGraph: Graph Reasoning Benchmark for LLMs
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Operations in graph theory are fundamental to analyzing complex systems, and provide a multi-hop, long-context reasoning challenge for LLMs. That’s why we built SnorkelGraph: a benchmark for evaluating graph reasoning with verifiable ground truth. https://
leaderboard.snorkel.ai/category/snork
elgraph
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Francine Bennett Uses Data Science To Make AI More Responsible
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Francine Bennett Uses Data Science To Make AI More Responsible | http://
ow.ly/SucM30sOQyJ
#AI #AIio #AIInnovation #ML #DataScience #Futureofwork @demishassabis @Ronald_vanLoon @TamaraMcCleary @geoffreyhinton @goodfellow_ian @jeffdean @erikbryn -
Databricks SQL: AI-Powered Data Platform with Instant Scaling
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[Demo] Databricks SQL – Instant startup + automatic scaling
– Built-in AI functions for tasks like sentiment analysis
– Comprehensive governance -
High-Quality Teleoperated Data for Robot Training Systems
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(5/N) 💯Feature #2: High-Quality Data
— Fei-Fei Li (@drfeifei) 2 septembre 2025
✔️Teleoperated using our JoyLo interface
✔️Near-optimal, clean demos
✔️Consistent manipulation behaviors
✔️Moderate, consistent teleoperation speed
🚫 No sudden accelerations/decelerations
🚫 No failed grasps
🚫 No unintended collisions pic.twitter.com/kLNUdwYAE2(5/N) Feature #2: High-Quality Data
Teleoperated using our JoyLo interface
Near-optimal, clean demos
Consistent manipulation behaviors
Moderate, consistent teleoperation speed No sudden accelerations/decelerations No failed grasps No unintended collisions -
Large-Scale Robot Demonstration Dataset with 50 Tasks
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(4/N) 🔍Feature #1: Large-Scale Demonstration Dataset
— Fei-Fei Li (@drfeifei) 2 septembre 2025
• 50 tasks, 10,000 demos, a total of ~1,200 hours of data
• Subtask and skill (30+) segmentation
• Spatial relation annotation
• Multi-granularity language annotation pic.twitter.com/XZDl3aptuU(4/N) Feature #1: Large-Scale Demonstration Dataset
• 50 tasks, 10,000 demos, a total of ~1,200 hours of data
• Subtask and skill (30+) segmentation
• Spatial relation annotation
• Multi-granularity language annotation -
India’s AI Mission democratizes GPU access under dollar per hour
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"#IndiaAIMission is a movement to democratize intelligence—scaling compute from 10K to 38K GPUs, unlocking access under $1/hour, and building #AIKosh as India’s open data commons." ~ Shri @abhish18
, Additional Secretary, @GoI_MeitY and CEO, #IndiaAIMission while delivering his -
Gen AI Adoption Surges in Financial Services with Practical Applications
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52% of financial firms now use Gen AI, transforming finance beyond just cost savings. According to our State of AI in Financial Services: 2025 Trends report, Gen AI is powering: Fraud detection Personalized experiences Efficient underwriting Read the full report: