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40+ Cool AI Tools You Should Check Out (November 2023)
DeepSwap is an AI-based tool that allows users to create convincing deepfake videos and images easily. Aragon uses AI technology to create professional headshots quickly. AdCreative.ai is an AI solution for boosting advertising and social media posts. Hostinger AI Website Builder offers an AI-powered website building experience. Otter AI provides real-time transcriptions of meeting notes.…
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It’s Time to define Levels of Autonomy for Digital Workers & AI Agents similar to Self-Driving Vehicles: IDWA kicks off the Process
The rapid advancement of AI has led to the emergence of Digital Workers, AI agents, and AI agent platforms that can perform tasks, make decisions, and take actions independently. To clarify user expectations and establish industry standards, a scale similar to the one used for self-driving vehicles should be developed for Digital Workers and AI…
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This AI Research Introduces PERF: The Panoramic NeRF Transforming Single Images into Explorable 3D Scenes
PERF (Panoramic Neural Radiance Fields) is a new framework that allows the transformation of single panorama images into 3D scenes that can be explored. It uses a collaborative RGBD inpainting method and a monocular depth estimator to generate novel appearances and 3D shapes. PERF achieves state-of-the-art results but relies on accurate depth estimation and stable…
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How we think about Data Pipelines is changing
Data pipelines, traditionally run on open-source platforms like Airflow or Prefect, are undergoing a shift in mindset. Rather than simply moving data to serve the business, there is now a focus on reliability, efficiency, and a software engineering mindset. Continuous Data Integration and Delivery is the process of releasing data into production and is simpler…
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Data Tells Us “What” and We Always Seek for “Why”
“The Book of Why” Chapters 1&2 are part of the Read with Me series. For more information, visit Towards Data Science.
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Delta Lake — Partitioning, Z-Order and Liquid Clustering
The text asks about the implementation and practical aspects of different partitioning/clustering methods in Delta.
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The Inflation of AI: Is More Always Better?
Hypothesis-driven development can mitigate the drawbacks of the rapid emergence of new ML models, as new models are being developed hourly.
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New DeepMind Work Unveils Supreme Prompt Seeds for Language Models
Language models excel with computationally optimized prompts, impacting prompt engineering. This topic is explored further in an article on Towards Data Science.
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Meta has updated policies to require labeling of AI-generated ads
Meta has implemented new policies regarding political advertising. Advertisers must now disclose the use of third-party AI software in ads featuring synthetic depictions of people and events that could impact politics or social issues. Meta itself will not use AI for political or social issue-related ads. The move is part of Meta’s efforts to address…
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Studies reveal how AI-generated faces reliably trick humans
An experiment showed that humans can accurately identify AI-generated human faces only 48.2% of the time. The study utilized StyleGAN2 to synthesize the faces. Interestingly, participants rated the synthetic faces as more trustworthy than real ones, potentially indicating a subconscious preference. The implications of this bias could be significant, leading to misuse and fraudulent activities.…