It’s already beating humans at work. Benchmarks show:
– Better than human analysts in many real-world tasks
– SOTA on web research, spreadsheet editing, and data science
– Can build financial models, marketing slides, and more This isn't just smart — it's capable.
DATA
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AI Surpasses Human Analysts in Real-World Professional Tasks
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OpenAI and Oracle Launch 4.5GW Stargate AI Data Center Expansion
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It's official: we're developing 4.5 gigawatts of additional Stargate data center capacity with Oracle in the U.S (for a total of 5+ GWs!). And our Stargate I site in Abilene, TX is starting to come online to power our next-generation AI research.
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AIKosh: Economic Data Platform for India’s Data-Driven Growth
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AIKosh brings together vital economic datasets to support data-driven decision-making, inclusive growth, and policy innovation. Explore these datasets and more on AIKosh: https://
aikosh.indiaai.gov.in #EconomicData #OpenDataIndia #AIKosh #IndiaAI #MSME #AIForGood #DataForGrowth -
AI strengths in data compilation and analysis tasks
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I often have a few projects going at a time, but I only use it for areas where I understand the task & the output I want. In general, it is very good at data compilation and analysis, its mistakes feel more human-like than traditional hallucination, confusion over columns, etc.
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Comprehensive Machine Learning Python Book for Algorithmic Trading
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Comprehensive 822-page book on #MachineLearning with #Python for #AlgorithmicTrading (useful in many other business & industry #TimeSeries applications): http://
amzn.to/3aCyVwY by @ml4trading ——
#IoT #IIoT #Edge #AI #DataScience #EdgeComputing #Industry40 #EdgeAI #Forecasting -

Machine Learning for Streaming Data with Python
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#MachineLearning for Streaming Data with #Python — build practical online Machine Learning solutions: http://
amzn.to/40ztysN
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#DataScience #ML #AI #StreamAnalytics #EdgeComputing #Edge #EdgeAI #TimeSeries #IoT #IIoT #DataScientist #AnomalyDetection -

Modern Time Series Forecasting with Python Machine Learning
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Modern #TimeSeries #Forecasting with #Python — Industry-ready #MachineLearning and #DeepLearning time series analysis with PyTorch and PANDAS: http://
amzn.to/4eP5yYt via @PacktDataML 𝓚𝓮𝔂 𝓕𝓮𝓪𝓽𝓾𝓻𝓮𝓼: Apply ML and global models to improve forecasting accuracy through -

Building Production LLMs: Prompting, Fine-Tuning, and RAG
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Building #LLMs for Production — Enhancing LLM Abilities and Reliability with Prompting, Fine-Tuning, and RAG: http://
amzn.to/44ExbRx #AI #GenAI #GenerativeAI #RAG -
Machine Learning Resources for Tabular Data Analysis
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Give Tabular Data some luv Book — #MachineLearning for Tabular Data: XGBoost, Deep Learning, and #AI — at https://
amzn.to/41J8WA6 Neural Networks for Tabular Data: https://
nature.com/articles/s4158
6-024-08328-6
… GitHub Code: https://
github.com/PriorLabs/TabP
FN
… #AI #DataScience #DataScientist #DeepLearning -
New Mathematics of Machine Learning Book Release Available Now
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New release, now available! "Mathematics of Machine Learning" See it here: http://
amzn.to/4eN7i52 by @TivadarDanka via @PacktDataML ——————
#DataScientist #DataScience #AI #ML #MachineLearning #Calculus #Probability #LinearAlgebra #Mathematics