Google unveils Duet AI capabilities for Google Cloud

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Google unveils Duet AI capabilities for Google Cloud

The Story: Google has injected its new Duet AI technology into several key Google Cloud platforms and security products. Unveiled at the Google Cloud Next 2023 conference, Duet AI brings advanced AI capabilities like code generation and natural language processing to BigQuery, Chronicle, and other services.

More Details:

• Duet AI provides code suggestions tuned to a user's specific codebase and data context. It can generate full code blocks and functions.

• For modernizing applications, Duet AI helps refactor code across languages and to Google Cloud services like Cloud SQL.

• Duet AI integrates across the software development lifecycle - testing, deployments, debugging, API design, etc.

• For data analysis, Duet AI assists with SQL, Python, Looker integrations to accelerate insights.

• It helps with database migration and modernization, like converting Oracle workloads to Cloud Spanner.

• Duet AI integrates with Chronicle, Security Command Center, and other security products to aid threat detection and response.

Takeaways: Duet AI is a direct challenge to Microsoft’s Copilot. If you’re a Workspace user, Duet is going to start showing up in practically all the apps you use. These sprawling do-everything tools are core to the future for both major office suites, and both companies believe AI has the potential to change the way we work - on just about anything.

Currently, the role of AI during the colonoscopy is to detect polyps on the screen by placing a green box (GI-Genius, Medtronic) around them, attracting the endoscopist’s attention in real-time. Obstacles include increased procedure time and over-diagnosis of benign polyps. More research is needed to determine if AI colonoscopies reduce cancer incidence and mortality. Overall, AI has the potential to aid colorectal cancer detection but it has not seen as much success as AI in detecting other types of cancer thus far.

However, familiarity with AI applications remains low. A Pew Research study showed only 18% of Americans have used chatbot ChatGPT, though awareness is higher among young and educated demographics. Despite limited firsthand experience, most Americans favor stronger regulation of AI chatbots, reflecting rising unease with the technology's potential risks. While AI adoption grows, it’s clear the public is asking firms to prioritize ethics and transparency. Ongoing debate continues around balancing AI's benefits against potential downsides.

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Webflow CTO Allan Leinwand believes a combination of front-end and back-end access will be potent, as apps can put functionality right in front of designers while also connecting to Webflow sites. Analogizing Shopify’s successful app marketplace, Leinwand envisions Webflow becoming a similar platform for designers. Seamless integration into platforms like Webflow reduces friction in adoption. As low-code creation gains traction, Webflow's app ecosystem lets developers tap into growing demand.

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