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Escaping POC Purgatory: Evaluation-Driven Development for AI Systems

O'Reilly on Data

Someone hacks together a quick demo with ChatGPT and LlamaIndex. The system is inconsistent, slow, hallucinatingand that amazing demo starts collecting digital dust. Check out the graph belowsee how excitement for traditional software builds steadily while GenAI starts with a flashy demo and then hits a wall of challenges?

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What you need to know about product management for AI

O'Reilly on Data

Machine learning adds uncertainty. Underneath this uncertainty lies further uncertainty in the development process itself. There are strategies for dealing with all of this uncertainty–starting with the proverb from the early days of Agile: “ do the simplest thing that could possibly work.” AI doesn’t fit that model.

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Humans and AI: How Should You Talk About AI? Be Positive or Give Warnings?

DataRobot

AI and Uncertainty. Some people react to the uncertainty with fear and suspicion. Recently published research addressed the question of “ When Does Uncertainty Matter?: Understanding the Impact of Predictive Uncertainty in ML Assisted Decision Making.”. Request a demo. People are unsure about AI because it’s new.

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How Humility Can Help Build More Trust in AI

DataRobot

Humility Means Recognizing Uncertainty. Recognizing and admitting that uncertainty is a major step in establishing trust. Recognizing and admitting that uncertainty is part of a prediction can go a long way toward establishing trust in AI. Request a demo. That is exactly what we mean by humility in AI. AI you can trust.

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Easily Build an Optimization App and Empower Your Data

Speaker: Gertjan de Lange

If the last few years have illustrated one thing, it’s that modeling techniques, forecasting strategies, and data optimization are imperative for solving complex business problems and weathering uncertainty. Don't let uncertainty drive your business. Watch this exclusive demo today!

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Q&A with Chris Ortega: Dealing With Uncertainty Through Technology

Jet Global

Having a machine learning algorithm purely based on data is highly useful during times of great uncertainty, and it can really help businesses feel less overwhelmed and more in control than they would be otherwise. See what insights oftware can do by requesting a free demo. I think it will be a catalyst to adopt these tools.

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Infographic: Cloud ERP and Financial Reporting Capabilities

Jet Global

If your organization is considering a switch to a cloud-based ERP solution, there may be some uncertainty about putting your data and numbers onto remote servers. Learn more about insightsoftware’s financial reporting and analytics solutions for both cloud and on-premise ERPs by requesting a free demo.