?? KZEE's AI Weekly - July 01 2024 Update ??
1. OpenAI's Approach to Spotting Hallucinations with CriticGPT
?? What is CriticGPT? — CriticGPT is an AI model developed by OpenAI, specifically designed to identify and critique errors in code generated by GPT-4, such as ChatGPT.
?? How it Works — CriticGPT is trained to analyze and point out potential errors in AI-generated content, helping human trainers spot mistakes that might otherwise go unnoticed.
?? Human-AI Collaboration — By assisting human trainers in the RLHF process, CriticGPT aims to improve the accuracy and usefulness of AI models like ChatGPT.
?? Limitations — CriticGPT's training on relatively short ChatGPT answers and its potential for hallucinations are acknowledged as limitations, especially for evaluating longer, more complex tasks.
?? Learn More - https://openai.com/index/finding-gpt4s-mistakes-with-gpt-4/
2. Google Translate's 110 New Languages
?? Languages Added — Google Translate has incorporated 110 new languages, significantly expanding its linguistic capabilities.
?? Technology — The addition was made possible through the use of AI, specifically the PaLM 2 large language model, enabling Google Translate to learn and support a diverse range of languages.
?? Impact — This expansion benefits over 614 million speakers, representing around 8% of the world's population, and includes major world languages as well as those spoken by small Indigenous communities.
?? Diversity — The new languages cover a wide range, from Cantonese to Q?eqchi?, with a significant portion coming from Africa, including languages like Fon, Kikongo, and Wolof.
?? Growth — This marks Google Translate's largest language expansion to date, reflecting the company's commitment to breaking down communication barriers globally.
3. Intel's AI Innovations at the Olympics
?? Official Partner — Intel is the Official Worldwide AI Platform Partner of the Olympic and Paralympic Games Paris 2024.
?? Athlete Analysis — Intel's AI technology, in collaboration with Samsung, analyzes athletic drills to match participants with Olympic sports.
?? 8K Livestreaming — The Paris 2024 Olympics will feature an end-to-end 8K livestreaming experience powered by Intel Xeon Scalable processors.
?? Universal Accessibility — Intel is enhancing accessibility with AI, creating 3D models for indoor and voice navigation via smartphone apps.
?? AI Everywhere — Intel is implementing AI technology across the Olympic and Paralympic Games Paris 2024, showcasing the power of AI for engagement.
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4. TIME and OpenAI's Strategic Partnership
?? Partnership Details — TIME and OpenAI have entered a multi-year content deal and strategic partnership to integrate TIME's journalism into OpenAI's products, including ChatGPT.
?? Content Access — OpenAI will utilize current and historic content from TIME's 101-year archive to enhance its AI products, with proper attribution to the original source.
?? Global Access — The partnership aims to expand global access to accurate and trusted information, aligning with TIME's commitment to journalistic integrity and innovation.
?? AI Development — TIME will gain access to OpenAI's technology to develop new products and provide feedback to enhance the delivery of journalism in AI applications.
5. Galileo Luna is revolutionizing enterprise AI evaluation
?? Transformation — Galileo Luna introduces a new standard for evaluating generative AI, significantly improving speed, cost, and accuracy.
?? Innovation — Luna's Evaluation Foundation Models (EFMs) are purpose-built for AI evaluation tasks, including detecting hallucinations, ensuring data privacy, and more.
?? Cost-Efficiency — Luna offers ultra low-cost operations, making it 97% cheaper than evaluating with OpenAI GPT3.5.
?? Speed — With millisecond latencies for evaluation, Luna is 11 times faster than GPT3.5, crucial for real-time AI applications.
?? Accuracy — Luna is 18% more accurate than GPT3.5, surpassing competitors in assessing enterprise generative AI systems.
?? Security — Luna can detect security risks and data leakage, enhancing the trustworthiness of AI systems in production
6. EvolutionaryScale's ESM3: A Breakthrough in Protein Design
?? ESM3 Introduction — EvolutionaryScale's ESM3 is a milestone AI model designed for biology, capable of generating novel proteins by simulating 500 million years of evolution.
?? Mimicking Natural Evolution — ESM3's unique capability lies in its ability to reason over protein sequences, structures, and functions simultaneously, mimicking the natural evolutionary process.
?? Scientific Impact — ESM3's introduction marks a significant advancement in protein design, with potential applications in drug discovery, materials science, and carbon capture.
?? Founding Team — The team behind ESM3 are pioneers in applying AI to biology, having previously developed the ESM1 transformer language model for proteins.
?? Funding — EvolutionaryScale has secured $142 million in seed funding from tech giants like Amazon and Nvidia, indicating strong support for its innovative approach.
?? Article Read - https://press.aboutamazon.com/aws/2024/6/evolutionaryscale-launches-with-esm3-a-milestone-ai-model-for-biology
That's a wrap for the AI weekly for now, thank you for reading. See you next week! ??