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Google AI Introduces AutoBNN, a Revolutionary Open-Source Time Series Framework
By automating model discovery and leveraging Bayesian neural networks, AutoBNN offers interpretable forecasting with the scalability and adaptability of neural networks.
Welcome back, AI Enthusiasts!
In today’s AI summary rundown:
Google Agrees to Erase Incognito Browsing Data Following Class Action Settlement: Google has reached an agreement to delete or anonymize billions of records collected during Incognito mode browsing, as part of a class action settlement. Pending approval, the settlement also mandates clearer disclosure of data collection practices. The proposed $5 billion deal stems from a 2020 lawsuit alleging Google's unauthorized tracking of user behavior. If approved, the settlement could affect 136 million users, requiring Google to act on data collected before December 2023.
DALL·E 3 Unveils User-Friendly Image Editing Interface for Effortless Manipulation: OpenAI's latest iteration, DALL·E 3, introduces a simplified image editing interface enabling users to manipulate images with ease. Through simple descriptions or prompts, users can select areas for editing or describe desired changes in conversation panels. Accessible via images generated by DALL·E, the editing process offers a seamless experience without the need for complex tools.
AI Takes On Antibiotic Resistance Crisis, Generates Potential New Drugs: Researchers from Stanford and McMaster tackle the antibiotic resistance crisis using generative AI to design potential drugs. Their model, SyntheMol, develops molecular structures and chemical formulas for six novel drugs targeting Acinetobacter baumannii. Published in Nature Machine Intelligence, this breakthrough addresses the urgent need for new antibiotics amidst millions of annual deaths due to antibiotic resistance.
Google AI Introduces AutoBNN, a Revolutionary Open-Source Time Series Framework: GoogleAI introduces AutoBNN, a groundbreaking open-source framework revolutionizing time series prediction models. Addressing scalability and interpretability challenges, AutoBNN combines the strengths of traditional Bayesian approaches and neural networks. By automating model discovery and leveraging Bayesian neural networks, AutoBNN offers interpretable forecasting with the scalability and adaptability of neural networks.
Read time is 4 min..
Insight: Apple's ReALM, Making Siri Smarter with On-Screen Understanding
In their latest research, Apple has introduced a groundbreaking AI system called ReALM, designed to enhance Siri's capabilities by understanding on-screen tasks, conversational context, and background processes.
What's New:
ReALM adopts a novel approach by converting on-screen information directly into text, eliminating the need for bulky image recognition parameters. This streamlined process enables more efficient on-device AI.
The model considers both the content displayed on the user's screen and the ongoing tasks, providing a comprehensive understanding of the user's context.
Apple's research paper reveals that their larger ReALM models outperform even GPT-4, despite having fewer parameters, showcasing its exceptional efficiency and effectiveness.
Example Scenario:
Imagine you're browsing a website and decide you want to call a business. With ReALM, you can simply tell Siri to "call the business," and Siri will seamlessly recognize the phone number displayed on the website, enabling you to make the call directly.
Significance:
ReALM marks a significant advancement in the realm of voice assistants, particularly Siri, by making them more context-aware. By comprehending on-screen information and additional context, future updates to Siri could offer users a smoother, hands-free experience, enhancing overall usability and convenience.
AI Training: Generate Green Screen Product Mockups with the Help of AI
Here's a fresh and user-friendly guide to creating realistic computer, phone, or product mockups using either DALL-E 3 or Midjourney:
Launch the Tool: Start by opening either DALL-E 3 or Midjourney. These are powerful AI tools designed for image generation.
Initiate the Prompt: Type "/imagine" to kickstart the image creation process.
Craft Your Prompt: Now, it's time to give the AI some instructions. For example, you could say, "Generate an image of someone holding/using a device in front of a solid green background." You can customize this prompt by specifying details like the color of the device screen, such as "Over-the-shoulder shot of a person in front of an entirely blue computer screen."
Refine and Adjust: If the initial image isn't quite what you envisioned, don't worry! You can refine and tweak the prompt until you're satisfied. Experiment with different wording and details until you get the desired result.
Export the Image: Once you're happy with the generated image, export it from the AI tool.
Edit in Your Preferred Software: Open the exported image in your favorite editing app, such as Photoshop or Canva.
Replace the Background: Use the editing software to replace the green background with your imagery. This could be a custom background or any other design you want to showcase behind the device.
Watch for Reflections: Be mindful of reflections, especially if you're replacing the green screen with a different background. Make sure the green screen doesn't bleed into other parts of the image, as this can affect the realism of the mockup.
Final Touches: Make any final adjustments or enhancements to the image as needed.
Save and Share: Once you're satisfied with the edited mockup, save it and share it with others to showcase your product or design in a professional and eye-catching way.
By following these steps, you can create stunningly realistic computer, phone, or product mockups with ease using DALL-E 3 or Midjourney.
![](https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/0f8aad93-d4cd-4f82-a7fc-bd0ba40604ff/tutorial_image_3rd_april__1_.png?t=1712125021)
Quirky AI Tools
MagicDocs: MagicDocs revolutionizes document management with AI-driven capabilities, efficiently organizing, summarizing, and extracting key data from any document. This secure solution saves users over 20 minutes per client, reducing errors and enhancing workflow efficiency. Whether for personal or collaborative use, MagicDocs ensures enterprise-level security, safeguarding data integrity and confidentiality. 📑✨🔒
Cognition Labs: Pioneering the AI revolution, Cognition Labs introduces Devin, the premier AI software engineer reshaping the coding landscape. As an applied AI lab specializing in reasoning, Cognition Labs integrates AI into software engineering, offering solutions to boost efficiency and creativity in tech. With Devin at the helm, expect enhanced problem-solving capabilities, setting new standards in software development. 💻🧠🚀
Synthesis: Synthesis AI pioneers synthetic data generation for computer vision, fostering more competent and ethical AI systems. By blending generative AI, procedural generation, and cinematic VFX rendering, Synthesis produces photorealistic images and videos. This approach accelerates model deployment, ensuring heightened accuracy and ethical considerations. 🎨🤖👁️
Innovaccer: Innovaccer revolutionizes healthcare management through its integrated Health Cloud, offering a comprehensive 360° view of patient data. Enabling whole-person care and digital transformation in healthcare, the platform activates data to provide personalized insights, enhancing patient care delivery. With Innovaccer, healthcare providers navigate a seamless journey toward more effective and personalized care. ⚕️🌐📊
Trending AI Startups
Altimate AI: Altimate AI pioneers the "shift-left" approach, proactively tackling data issues early in its lifecycle. Employing machine learning, it grasps data's semantic nuances, suggesting "data contracts as code" covering quality, performance, and governance. With a seasoned team boasting a decade in data, they've authored seminal works on "contracts as a service" and previously engineered "shift-left" security solutions. 🔄🧠📊
Fluint: Setting itself apart, Fluint empowers "champions" within buying teams to advocate during internal deliberations—bridging gaps when sales reps are absent. By leveraging authentic team discourse over generic marketing spiel, it enables sellers to facilitate buyers, addressing the top issue of siphoning millions from pipelines yearly. Backed by leading VCs like Drive Capital and PHX Ventures, Fluint navigates a clear trajectory to scale within the burgeoning "Buyer Enablement" realm. 🏆💬💡
Enfinite Technologies: Enfinite Technologies spearheads AI-driven cloud and edge computing solutions, revolutionizing efficiency in oil and gas (O&G) production operations. Their robust AI suite predicts and optimizes artificial lift systems' performance in real time, offering indispensable support to O&G exploration and production (E&P) companies. Serving as a savvy assistant, it boosts production volumes while curbing downtime, a game-changer for O&G wells' operational dynamics. ⛽🛠️🔮
Adeptmind: Harnessing cutting-edge Deep Learning, Adeptmind revolutionizes online search, particularly in e-commerce. Seamlessly integrating with major platforms like Shopify and PrestaShop, it continually refines its understanding of consumer preferences, delivering hyper-relevant product recommendations effortlessly. Empowering businesses without manual intervention, Adeptmind crafts bespoke search experiences tailored to elevate each store's performance to new heights. 🛍️🔍✨
These startups are at the forefront of AI innovation, offering a range of services and technologies that are shaping the future of various industries.
AI-Generated Image of the Day
![](https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/0a995053-d8ba-4fec-8a2d-a16c501597d1/gooey.ai_-_A_beautiful_field_of_tulips_captured_at_the_time_when_the_sun_comes_out_after_the_rainn.png?t=1712117773)
Generated by Gooey.ai
Prompt: As the gentle raindrops bid farewell, the sun emerges timidly from behind the clouds, casting its golden rays upon a vast field of tulips. Each delicate petal glistens with the remnants of rain, reflecting the brilliance of the sunlight like tiny prisms. The air is filled with the fresh, earthy scent of damp soil mingled with the sweet fragrance of blooming flowers, creating an intoxicating symphony for the senses. The tulips, arrayed in a vibrant palette of colors, stand tall and proud, their slender stems swaying gently in the breeze. Dewdrops cling to the velvety petals, enhancing their beauty and adding a touch of magic to the scene. It's a moment frozen in time, captured in the fleeting embrace of nature's finest elements. As the QR code unfolds this picturesque vision, it invites the viewer to immerse themselves in the tranquility and serenity of this exquisite moment.
Tip: the more specific the better
Question of the Day
Today’s Meme
![](https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/9a86a767-6779-4dee-903c-3e3558287136/ai_meme_of_the_day_3rd_april__1_.jpg?t=1712116738)
That’s a Wrap
That’s it for today’s news in the world of AI!
If you have anything interesting to share, please reach out to us by sending us a DM on Twitter: @dthareja or email me at [email protected]
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