What We Learned Auditing Sophisticated #AI for #Bias oreilly.com/radar/what-we-… via @oreillymedia ph_ bnh.ai

Here are all the ways to get around ChatGPT's safeguards: [1/n]

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Join us as ph_ surveys how PiML can help you streamline model development and address challenges in transparency, fairness, and other areas as you harness the power of ML for your work. 🗓️ Jan 20 🕚 11 AM EST Register: hopin.com/events/quality… #TechShares

We'll be joining ⬇️ Agus Sudjianto - EVP Head of Corporate Model Risk Wells Fargo @JPatrickHall - Principal Scientist BNH.AI & Visiting Faculty at The GW School of Business @SriKrishnamurthy - President of QuantUniversity Rafic Fahs - Chief Model Risk Officer Fifth Third Bank

.@nist has just released the #AI Risk Management Framework (AI RMF 1.0) to promote #responsible development and use of AI systems - includes companion playbook, explainer video, roadmap, and crosswalk w/ industry use cases #NIST nvlpubs.nist.gov/nistpubs/ai/NI… Navrina Singh ph_

📣 Excited to announce that our book on #MachineLearning for High-risk applications has finally reached the finish line 🏁 and it is going into production! It was a mammoth task, but the final draft is now complete. Pre-release on O'Reilly Media buff.ly/3E0xOa8

O'Reilly Media Also big shoutout to my co-authors, including ph_, who made this possible.

Remember when you went to Microsoft for stodgy but basically functional software and the bookstore for speculative fiction? arXiv may have been useful in physics and math (and other parts of CS) but it's a cesspool in "AI"—a reservoir for hype infections arxiv.org/abs/2303.12712

Thankful to my co-authors, ph_ & James Curtis. Also grateful to Agus Sudjianto for writing the foreword for the book.

#TheDataExchangePod: ph_ bnh.ai The GW School of Business and Agus Sudjianto Wells Fargo dive into the world of #ResponsibleAI and into practical techniques for developing secure, unbiased, explainable, and reliable #MachineLearning and #AI models. thedataexchange.media/machine-learni…

#TheDataExchangePod: ph_ bnh.ai The GW School of Business and Agus Sudjianto Wells Fargo dive into the world of #ResponsibleAI and into practical techniques for developing secure, unbiased, explainable, and reliable #MachineLearning #AI models. thedataexchange.media/machine-learni…

#TheDataExchangePod: ph_ bnh.ai The GW School of Business and Agus Sudjianto Wells Fargo dive into the world of #ResponsibleAI and into practical techniques for developing secure, unbiased, explainable, and reliable #MachineLearning #AI models. thedataexchange.media/machine-learni…

"Using the NIST AI Risk Management Framework" Elham Tabassi Reva Schwartz K Sina Fazelpour ph_ ...how to use the AI RMF to enhance organizational AI risk management posture, governance mechanisms, operationalize AI system trustworthiness, and more...

Just received the hard copy of my book. It's a surreal feeling to finally hold it in my hands. Thanks to everyone who made it possible.🙏

Two recent papers explore a common question: What occurs when we train new generative models using data that includes content generated by earlier models? • The Curse of Recursion: Training on Generated Data Makes Models Forget Using model-generated content in training