Four types of #Data #Analysis
by @BoucherNicolas #BigData #ArtificialIntelligence #ML #MI #DataScience #Tech #Technology cc: @bigdata @yvesmulkers @kuriharan
RESEARCH
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Four Types of Data Analysis in Big Data and AI
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Output Token Limits: A Constraint for LLM Research Applications
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Yes! The limits on output tokens are actually a limiting factor in using LLMs for quantitive research, among other things.
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SolarLLM Powered by sDPO: Advanced Model Optimization
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#solarllm is powered by sDPO. Check it out!
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CS Researchers Overlooking Recent Relevant Papers in Research
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So is the dumping part pointing out the highly relevant (and famous, thanks to Google making an enormous scene about it) paper that he apparently missed, or the (quite commonplace) remark about CS researchers considering anything over ~6 months old to be irrelevant?
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Pushing the limits of AI system capabilities and risks
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Yes, that's a very real risk. I'm starting to try and push the limits of what makes sense to pipe through these things
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Computer Science Short Memory: Historical Context in AI Research
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Define 'we'. Also, I knew that CS types had short memories, but really? https://
dl.acm.org/doi/10.1145/34
42188.3445922
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Text extraction challenges with token output limitations
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The HTML thing was really just an illustrative example – the general challenge is that there are plenty of text extraction tasks where the output is > 8196 tokens so the more output tokens we can have the easier these things are to put into practice
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Cognitive AI vs Traditional AI: Key Distinctions for Innovators
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Unveiling the distinctions between Cognitive AI & traditional AI — crucial for innovators! Embrace the future of technology with insights from @ingliguori and level up with 'The Digital Edge' https://
bit.ly/3u4pILl #ArtificialIntelligence #CognitiveAI #TechTrends -
DataAI Summit 2026: 500+ Sessions on Data, Governance, GenAI
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With over 500+ sessions covering everything from data warehousing to governance to the latest in #GenAI, #DataAISummit has something for everyone! Check out the upcoming sessions and save your spot https://
bit.ly/3UlaDA7 -
Long-context models will enable brute force approaches
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Short term, it’s still useful. Long-term, yeah, I think better + cheaper long-context models will lead to brute forcing being the right approach