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Our picks
LLM distillation demystified: a complete guide
LLM distillation isolates task-specific LLM performance and mirrors it in a smaller format—creating faster and cheaper performance.
February 13, 2024
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All articles on Applied AI
How AI-powered claims processing creates new efficiencies in insurance
Insurance claims processing has long required a lot of tedious and expensive human labor, but artificial intelligence (AI) can help.
October 18, 2023
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Watch all Future of Data-Centric AI 2023 videos now!
Sessions at the Future of Data-Centric AI covered LLMs, gen AI, and more. All recordings are now publicly available. See them here!
October 12, 2023
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Standard LLMs are not enough. How to make them work for your business
Most data science leaders expect to customize LLMS, but the process of making LLMs work for your business is still a fresh challenge.
October 6, 2023
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How AI facilitates more fair and accurate credit scoring
Ai and ML offer new avenues for credit scoring solutions and could usher in a new era of fairness, efficiency, and risk management.
October 4, 2023
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How AI is powering the next generation of trade surveillance
Regulators and compliance officers face a constantly evolving landscape of financial markets. Rule-based systems struggle where AI succeeds.
September 26, 2023
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How AI speeds patient classification and recruitment in clinical trials
The medical industry is exploding with data. Manually labeling data for clinical trials is a challenge. Fortunately, AI can help.
September 21, 2023
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Which is better, retrieval augmentation (RAG) or fine-tuning? Both.
Professionals in the data science space often debate whether RAG or fine-tuning yields the better result. The answer is “both.”
September 20, 2023
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How we matured our ML-on-Kubernetes capabilities and saved on cloud costs
We designed, implemented, and rolled out a multi-faceted autoscaling solution that expands our ML capabilities while saving on cloud costs.
September 5, 2023
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How GPT helped expand our marketing team’s capacity
GPT-3 unlocked additional capacity by automating first drafts of internal updates—including blog summaries and sample tweets.
August 29, 2023
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How AI saves money and improves banking complaint handling
Handling complaints effectively and efficiently with AI is essential to maintain customer satisfaction and protect the bank’s reputation.
August 24, 2023
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Generative AI essentials: what everyone needs to know about GenAI
Experts named generative AI as the most transformative technology of the decade. What is genAI, how does it work and why does it matter?
August 16, 2023
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Beyond prompting: getting production quality LLM performance with Snorkel Flow
As enterprises look toward deploying LLM-powered, business-critical applications, they’re learning to use strategies beyond prompting.
August 9, 2023
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How AI and foundation models improve email surveillance for banks
Recent developments in AI tools have made email surveillance for banks better than ever. See how foundation models and Snorkel Flow can help.
August 8, 2023
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