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Can Congress help keep AI fair for consumers?
How do firms ensure that AI systems are not having a disparate impact on vulnerable communities, and what safeguards should regulators and Congress put in place to protect consumers?To what extent...
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“Hey, what’s that?” Debugging predictions using explanations
Machine learning (ML) models are popping up everywhere. There is a lot of technical innovation (e.g., deep learning, explainable AI) that has made them more accurate, more broadly applicable, and...
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Causality in model explanations and in the real world
At Fiddler Labs, we place great emphasis on model explanations being faithful to the model’s behavior. Ideally, feature importance explanations should surface and appropriately quantify all and only...
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Should you explain your predictions with SHAP or IG?
Some of the most accurate predictive models today are black box models, meaning it is hard to really understand how they work. To address this problem, techniques have arisen to understand feature...
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2nd Explainable AI Summit, 2019
Last week, the Explainable AI Summit, hosted by Fiddler Labs, returned to discuss top-of-mind issues that leaders face when implementing AI. Over eighty data scientists and business leaders joined us...
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Regulations To Trust AI Are Here. And It’s a Good Thing.
This article was previously posted on Forbes. As artificial intelligence (AI) adoption grows, so do the risks of today’s typical black-box AI. These risks include customer mistrust, brand risk and...
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Welcome Anusha Sethuraman!
We’re excited to introduce Anusha Sethuraman, the newest member of our team. Anusha joins us as our Head of Product Marketing. Anusha comes from a diverse product marketing background across startups...
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Fiddler at O’Reilly AI Conference Sept 11 & 12
The San Jose O’Reilly Artificial Intelligence conference is almost upon us. From top researchers and developers to CxOs innovating in AI, we’ll hear about the latest innovations in machine learning...
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Join us next week at TwiML Con
Fiddler will be at the very first TwiML conference next week on October 1 & 2! It’s a new conference hosted by the amazing folks at TwiML, and we can’t wait to explore and learn about the latest...
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Series A: Why now and what’s next for Fiddler?
In the news: VentureBeat, Axios Pro Rata- Venture Capital Deals, TechStartups, SiliconAngle, peHUB, Finsmes, Analytics India Magazine It has been a year since we founded Fiddler Labs, and the journey...
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Podcast: S&P Global & Fiddler discuss AI, explainability, and machine learning
We recently chatted with Ganesh Nagarathnam, Director of Analytics and Machine Learning Engineering, at S&P Global. Take a listen to the podcast below or read the transcript. (Transcript edited...
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Welcome Rob Harrell!
We’re excited to introduce Rob Harrell, the newest member of our team. Rob joins us as our first Product Manager. Rob has product experience in enterprise software, machine learning, and fintech....
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Fiddler at Plug and Play Expo
Fiddler Labs was selected to present at Plug and Play’s Fall Expo on October 24th, 2019. As part of their Fintech batch, we were very pleased to see so many attendees in the audience! From investors...
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The never-ending issues around AI and bias. Who’s to blame when AI goes wrong?
We’ve seen it before, we’re seeing it again now with the recent Apple and Goldman Sachs alleged credit card bias issue, and we’ll very likely continue seeing it well into 2020 and beyond. Bias in AI...
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Explainable AI goes mainstream. But who should be explaining?
Bias in AI is an issue that has really come to the forefront in recent months — our recent blog post discussed the Apple Card/Goldman Sachs alleged bias issue. And this isn’t an isolated instance:...
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Fed Opens Up Alternative Data – More Credit, More Algorithms, More Regulation
A Dec. 4 joint statement released by the Federal Reserve Board, the Consumer Financial Protection Bureau (CFPB), the Federal Deposit Insurance Corporation (FDIC), the National Credit Union...
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Explainable AI at NeurIPS 2019
Emily Denton gives a brilliant talk at the Retrospectives workshop titled “Critical Perspectives on Computer Vision.” The 33rd annual NeurIPS conference has now wrapped up. By the numbers, NeurIPS has...
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Introducing Slice and Explain™ – Automated Insights for your AI Models
Today, we’re announcing the launch of an industry-first integrated AI Analytics Workflow powered by Explainable AI, ‘Slice and Explain’, to expand Fiddler’s industry leading AI explanations....
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Where is AI headed in 2020?
As we reflect on the closing year, many aspects of the 2019 AI journey stand out. Of note – the explainable AI rocket ship has taken off way faster than we anticipated. This is great news for anyone...
View ArticlePodcast: Founder & CTO of Elixr AI, Farhan Shah, discusses AI and the need...
We recently chatted with Farhan Shah, Founder & CTO of Elixr AI and former tech executive at large insurance companies. Take a listen to the podcast below or read the transcript. (Transcript...
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