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Medium

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OpenAI disbands team devoted to artificial intelligence risks

  • OpenAI confirms the dissolution of its team dedicated to mitigating long-term risks associated with super-smart artificial intelligence.
  • The departure of co-founder Ilya Sutskever and team co-leader Jan Leike from OpenAI was announced, coinciding with regulatory scrutiny and escalating concerns.
  • Jan Leike emphasizes the need for OpenAI to prioritize safety in pursuing artificial general intelligence (AGI).
  • OpenAI remains committed to developing safe and beneficial AGI despite internal restructuring and leadership changes.

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Free AI Image Generator

  • Leonardo.ai is one of the best free AI image generators, offering high-quality image art styles. You get 150 tokens, and they reset daily.
  • Ideogram is gaining popularity and is tagged the best AI image generator. It produces excellent images when dealing with words or typography. You get 100 images daily.
  • Firefly from Adobe offers a generative fill tool, which allows users to replace or remove objects and backgrounds. You get 25 monthly credits for a free plan.
  • Gencraft generates photo-realistic images oriented towards animation, anime, or cartoonish type of styles. The free plan comes with five credits daily.
  • Nightcafe excels in some areas, but it’s not as photo-realistic as other AI image generators. You get five free credits every day that they log in or use the app.
  • Hotpot.ai is suitable for AI image generation newbies who want to test writing prompts for free. Users can generate as many images as they want for the initial 1:1 ratio image.
  • Leonardo.ai performed best for prompt 1, while Ideogram worked wonders with prompt 3 and Nightcafe for prompt 2.
  • If you want to try out free AI image generators for professional use, Leonardo.ai is the best option.
  • If your use is a mix of art and text, Ideogram is the best option, while Adobe Firefly is great for image editing tasks.
  • Gencraft is an excellent choice for cartoonish image styles, and Nightcafe is primarily recommended for artistic purposes.

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A Recent Stanford Study Evaluates the Evolution of Multimodal Foundation Models from Few-Shot to…

  • Recent research from Stanford University evaluates the evolution of multimodal foundation models with in-context learning (ICL) and batch querying strategies.
  • The study showcases the substantial improvement in model performance with the augmentation of demonstrating examples, particularly in Gemini 1.5 Pro.
  • The research highlights the efficiency gains of batch querying strategies, reducing per-example latency in a cost-effective manner.
  • These findings provide valuable insights for optimizing multimodal foundation models and driving transformative applications across industries.

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Unleashing Creativity: Discovering the Infinite Potential of EVEAI’s AI Tools

  • EVEAI's AI tools offer the ability to generate realistic images, animate creations, explore futuristic landscapes, and excel in anime artistry.
  • The /speak feature allows images to convey messages with just a few typed words.
  • The /future feature transports users to unexplored realms, conjuring visions of sci-fi landscapes and cutting-edge technology.
  • EVEAI promotes inclusivity and diversity by offering a wide range of features and empowering creators to explore human expression without limitations.

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Facet: Ai image generation tool professionals

  • Facet is an image generation tool designed for creative professionals.
  • It provides real-time image generation on an intuitive canvas, allowing users to control the placement of image elements.
  • Facet offers advanced prompting capabilities and the ability to train custom AI models.
  • The tool also features collaboration options and offers different pricing plans based on the user's needs.

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How I would become a pro in data engineering in 2024?

  • To grow in your career and become a pro in data engineering, you'll need to learn data visualization tools like Power BI or Tableau.
  • Mastering the fundamentals and working on a few full-fledged dashboards on any topic would be crucial.
  • Improving communication skills, especially storytelling, is also recommended.
  • Learning backend might be necessary for someone who loves probability, multi-variable calculus, and APIs.
  • Frameworks like Spring Boot, Django, and Fast API are great options to explore.
  • Most data engineers prefer DevOps once they are comfortable with backend and data engineering.
  • Designing highly scalable systems, distributed systems or systems that require very low latency can also be explored.
  • For those interested in Machine Learning or AI, they need deep knowledge of math and statistics, and dedicated time for a couple of years at the very least.
  • Learning System Design and Cloud services like AWS or Azure is essential for everyone.
  • AWS or Azure services should be relevant to your chosen path in data engineering.

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Here are my thoughts on Google’s I/O 2024 developer conference

  • Google I/O 2024 had some announcements I was pretty excited about, but overall, it was a bit of a disappointment.
  • Google I/O has set a precedent for unveiling tech, but this year’s event lacked hardware announcements.
  • We got a lot of AI and learned about advancements to Gemini and the Project Astra demo in Google I/O 2024.
  • Project Astra glasses were showcased, and if implemented into smart glasses, it’d be an awesome experience, but the company did not discuss the hardware.
  • Android 15 announcements were pushed to the second day despite its importance for Google.
  • Pacing was confusing and repetitive, making the event longer than necessary.
  • Though interesting topics and announcements were made, lack of hardware, odd pacing and less enthusiasm for Android 15 left a lingering disappointment.
  • Looking forward to Google's October product launch when more discussion will be held about Android 15, Gemini and finally, hardware.

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Medium

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Revolutionize LinkedIn Lead Generation: The Power of Automated, AI-Driven Engagement

  • LinkedIn automation tools streamline lead generation and networking.
  • Existing tools may have limitations and risks of account restrictions.
  • Custom LinkedIn automation offers advantages and significant ROI.
  • Apixon specializes in developing custom LinkedIn automation solutions.

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Enhancing Cyber Security: VAPT Audit on AI-Based SaaS Platform

  • Our audit revealed a bypass vulnerability in the block account restriction, allowing unauthorized access to restricted accounts, posing security risks.
  • A blind SSRF vulnerability was found in the instruction section, enabling manipulation of the server and potentially exposing sensitive information.
  • The application lacked essential security headers, leaving it vulnerable to various web-based attacks.
  • The VAPT audit on the AI-based SaaS platform identified critical, high, and low severity vulnerabilities, enhancing the platform's security.

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Accessing GPT-4o via OpenAI API

  • OpenAI recently launched GPT-4o, their first multi-modal model.
  • The model supports text and image inputs with text outputs.
  • OpenAI will be rolling out more features soon.
  • The blog provides a guide on how to use GPT-4o via the API.

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BMW Unveils the Future of Driving with AI and AR Innovations at CES 2024

  • BMW introduced the integration of Amazon's Alexa Large Language Model (LLM) into its Intelligent Personal Assistant at CES 2024.
  • The upgraded voice assistant is designed to provide natural, conversational interactions and offer quick instructions and answers about vehicle functions.
  • BMW models now include a video streaming app that supports various international and regional services, expanding in-car entertainment options.
  • BMW's collaborations with Meta Reality Labs and XREAL have resulted in stable AR content displays even in moving vehicles, advancing the blending of digital information with real-world driving conditions.

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Understanding Polynomial Regression in Machine Learning

  • Polynomial Regression is a form of regression analysis in which the relationship between the independent variable X and the dependent variable y is modeled as an n-th degree polynomial.
  • The Polynomial Regression model can be represented in matrix form as: y=Xβ+ϵ
  • Polynomial Regression is a flexible and powerful technique that allows us to capture complex relationships in data that cannot be modeled with simple linear models.
  • Polynomial Regression is just one of the many regression techniques used in machine learning.

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Introducing the Luka Doncic Signature Series Basketball Shoe: Unleash Your Potential on the Court!

  • Introducing the Luka Doncic Signature Series Basketball Shoe: Unleash Your Potential on the Court!
  • The Luka Doncic Signature Series Basketball Shoe is designed for dynamic and versatile players.
  • It offers unparalleled support, stability, and agility, allowing you to move with confidence and speed.
  • With advanced cushioning technology and a sleek design, this shoe is a statement of your commitment to excellence.

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Marktechpost

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This AI Paper from Huawei Introduces a Theoretical Framework Focused on the Memorization Process and Performance Dynamics of Transformer-based Language Models (LMs)

  • Researchers from Huawei Technologies Co., Ltd. introduce a theoretical framework focused on the memorization process and performance dynamics of transformer-based language models (LMs).
  • The framework explores the use of scaling laws, energy-based models, and Hopfield models to overcome the limitations of larger models and availability of high-quality data.
  • Experiments with GPT-2 and vanilla Transformer models validate the theoretical insights on optimal cross-entropy loss and provide valuable guidance for model training.
  • The research highlights the majorization-minimization technique to create a global energy function for transformer models' layered structure.

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CoT Prompting LLM

  • CoT (Chain-of-thought prompting) is a method that helps LLMs (Language Model Models) break down a problem and explain their reasoning step-by-step, similar to training wheels for logical thinking.
  • CoT is still under development and requires a deep understanding of the task to design effective prompts. The translation of complex reasoning processes remains a challenge.
  • Researchers are constantly improving CoT to make it more powerful. Future advancements include LLMs that can generate their own 'show their work' steps and are trained to think logically and explain themselves.
  • CoT enables LLMs to learn how to show their work, enhancing their logical thinking capabilities.

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