Last month, we started previewing DALL·E 2 to a limited number of trusted users to learn about the technology’s capabilities and limitations.

Since then, we’ve been working with our users to actively incorporate the lessons we learn. As of today:

• Our users have collectively created over 3 million images with DALL·E.
• We’ve enhanced our safety system, improving the text filters and tuning the automated detection & response system for content policy violations.
• Less than 0.05% of downloaded or publicly shared images were flagged as potentially violating our content policy. About 30% of those flagged images were confirmed by human reviewers to be policy violations, leading to an account deactivation.
• As we work to understand and address the biases that DALL·E has inherited from its training data, we've asked early users not to share photorealistic generations that include faces and to flag problematic generations. We believe this has been effective in limiting potential harm, and we plan to continue the practice in the current phase.

Learning from real-world use is an important part of our commitment to develop and deploy AI responsibly, so we’re starting to widen access to users who joined our waitlist, slowly but steadily.

We intend to onboard up to 1,000 people every week as we iterate on our safety system and require all users to abide by our content policy. We hope to increase the rate at which we onboard new users as we learn more and gain confidence in our safety system. We’re inspired by what our users have created with DALL·E so far, and excited to see what new users will create.

source https://openai.com/blog/dall-e-2-update/

Editor’s Note: This post is republished with permission from MarketMuse.

Consumers are more active now than ever before. As our lives become more and more digitalised, the once passive consumer now has the freedom to order what they want, when they want. With ever-changing trends surfacing among social platforms and e-commerce booming higher than ever before on the back of the pandemic, vendor competition has never been more fierce.

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Editor’s Note: This content is sponsored by Marketing AI Institute partner AiAdvertising.

A sales funnel is one of the most helpful marketing concepts, turning the abstract customer journey into a concrete, highly digestible visual. Unfortunately, it can also be one of the most misleading.

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With each day that passes, and each advancement in artificial intelligence language and vision technology, it is becoming more apparent that there will be three types of businesses in every industry: AI Native, AI Emergent and Obsolete.

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Episode 15: AI in the News: AI for Event Marketing

In this week’s episode, Paul Roetzer and Mike Kaput sit down to talk about AI and how we use it at the Marketing AI Institute.

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We are about to enter a future where humans and machines work hand-in-hand to create content at scale—and the effects on companies and careers will be profound.

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Artificial intelligence in marketing has dozens of use cases, and hundreds of AI-powered tools and technologies are available to help.

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I recently read two simple tweets that changed my thinking in a profound way. 

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Greg Brockman is becoming President, a new role which reflects his unique combination of personal coding contributions on our critical path together with company strategy. He is currently focused on training our flagship AI systems.

Brad Lightcap has been pivotal in OpenAI's growth, scaling our structure, team, and capital base through his oversight of our Finance, Legal, People, and Operations organizations. He will become Chief Operating Officer and expand his focus, working with our Applied AI teams to sharpen our business and commercial strategies. He will also continue to manage the OpenAI Startup Fund.

Mira Murati has done a tremendous job leading our research, product, and partnership functions over the past 18 months. Most recently, she was instrumental in bringing these functions together for the successful release of our DALL·E research. Mira is taking on the role of Chief Technology Officer, reflecting her leadership across these critical areas within OpenAI.

Chris Clark is becoming Head of Nonprofit and Strategic Initiatives. He will lead the operations of OpenAI’s nonprofit parent and key strategic projects including our relationships with mission-aligned partners.

These executives are supported by world-class teams who are the lifeblood of OpenAI, constantly advancing the state of the art in artificial intelligence research and deployment. It’s a pleasure to work alongside such incredible talent and leadership across our company. We are all very excited for the future. (And we’re hiring!)

source https://openai.com/blog/leadership-team-update/