![](https://cdn.prod.website-files.com/65ca2b5d0ef26db55441f990/65d208c4e96ecdcc190749e1_Thumbnail%20(50).png)
AI in Learning: Designing the Future
Explore the transformative role of AI in shaping education's future. Our comprehensive report delves into AI's potential to personalize learning, enhance student wellbeing, and improve outcomes.
![](https://cdn.prod.website-files.com/65ca2b5d0ef26db55441f990/65d208a4e138b91fc31c0a4c_Thumbnail%20(49).png)
IMDA-Primer Infographic-FA
Explore AI Verify: a testing framework & toolkit for ethical AI systems. Ensure transparency, reliability, & adherence to global AI governance principles. Join the effort towards trusted, responsible AI.
![](https://cdn.prod.website-files.com/65ca2b5d0ef26db55441f990/65d2088566ce88e043b41c3e_Thumbnail%20(48).png)
GPT-4 Technical Report
Explore GPT-4, OpenAI's latest multimodal language model. Learn about its groundbreaking capabilities, outstanding performance, development challenges, and safety measures in our detailed technical report summary.
![](https://cdn.prod.website-files.com/65ca2b5d0ef26db55441f990/65d2085a51c83b698cde10b6_Thumbnail%20(47).png)
How to avoid machine learning pitfalls: a guide for academic researchers
Master the essentials of AI research with our guide on avoiding common machine learning pitfalls. Be equipped with best practices for data handling, model building, model evaluation, fair comparison, and result reporting in academic research.
![](https://cdn.prod.website-files.com/65ca2b5d0ef26db55441f990/65d2082c8a6e2bcbceb75466_Thumbnail%20(46).png)
What every CEO should know about generative AI
Discover the transformative potential of generative AI for businesses from our comprehensive report. Essential reading for CEOs looking to harness AI in unlocking their business potential.
![](https://cdn.prod.website-files.com/65ca2b5d0ef26db55441f990/65d2080ba7c957c2dfd41f45_Thumbnail%20(45).png)
100 Practical Applications and Use Cases of Generative AI
Explore the transformative power of Generative AI with 100 practical uses and future impacts. Delve into its advancements, applications in various fields, and ethical considerations. Understand how AI is revolutionizing technology & society.
![](https://cdn.prod.website-files.com/65ca2b5d0ef26db55441f990/65d207e45030a0e1998c81b5_Thumbnail%20(44).png)
A Survey on Evaluation of Large Language Models
Explore our in-depth review of large language model (LLM) evaluation methods. Learn about the metrics, benchmarks, applications, and future of LLMs as detailed in the AI report A Survey on Evaluation of Large Language Models.
![](https://cdn.prod.website-files.com/65ca2b5d0ef26db55441f990/65d207b8228b306951d7324b_Thumbnail%20(43).png)
A Comprehensive Survey of AI-Generated Content (AIGC): A History of Generative AI from GAN to ChatGPT
Join us in exploring AI's exciting journey in digital content creation, from GANs to ChatGPT. Dive into the evolution, applications, challenges and future of AI-Generated Content in our in-depth report.
![](https://cdn.prod.website-files.com/65ca2b5d0ef26db55441f990/65d2076e4683ac0a1302b2e9_Thumbnail%20(42).png)
Algorithms — Notes for Professionals
Explore our comprehensive guide on AI algorithms for beginners & professionals. Dive into key concepts and practical applications including Big-O Notation, Dijkstra’s algorithm, dynamic programming, and more. Broaden your algorithm knowledge today.
![](https://cdn.prod.website-files.com/65ca2b5d0ef26db55441f990/65d2073edffd6630b316f7b7_Thumbnail%20(41).png)
GPTs are GPTs: An Early Look at the Labor Market Impact Potential of Large Language Models
Explore the intricate impact of AI on labour, education & society. Detailed report highlighting AI's potential to transform job markets, learning experiences, and economic research, while addressing ethical concerns. Essential read for AI stakeholders.
![](https://cdn.prod.website-files.com/65ca2b5d0ef26db55441f990/65d206d0dbf58440b1a387b6_Thumbnail%20(40).png)
Reading Guide for the Global Politics of Artificial Intelligence 1
Dive into the politics of AI globally with our comprehensive guide. Uncover insights on AI's ethics, economics, societal impact, and global governance. Broaden your understanding of this complex field today.
![](https://cdn.prod.website-files.com/65ca2b5d0ef26db55441f990/65d206a16aa58491e8110b71_Thumbnail%20(39).png)
117th Congress H.R. 3907 Facial Recognition and Biometric Technology Moratorium Act of 2021
Explore the H.R. 3907 Act regarding the use of AI, facial recognition, and biometric technology in 2021. Uncover the controversial issues around privacy, civil liberties and its reliability and accuracy.
![](https://cdn.prod.website-files.com/65ca2b5d0ef26db55441f990/65d2067e08466597e0591ea7_Thumbnail%20(38).png)
Space is a latent sequence: Structured sequence learning as a unified theory of representation in the hippocampus
Dive into a groundbreaking theory on hippocampal function. Exploring how this vital brain structure processes information, with key insights into memory, spatial navigation, and AI-related sequence learning.
![](https://cdn.prod.website-files.com/65ca2b5d0ef26db55441f990/65d206456aa58491e810dc2d_Thumbnail%20(37).png)
On the Opportunities and Risks of Foundation Models
Explore the rise, impact, and challenges of AI foundation models with our in-depth report. Delve into their capabilities, wide-ranging applications, societal implications, and steps towards responsible governance.
![](https://cdn.prod.website-files.com/65ca2b5d0ef26db55441f990/65d2062355604fbc04cee71e_Thumbnail%20(36).png)
Why we focus on AI (and to what end)
Explore Google's strategic focus on AI from their report Why we focus on AI (and to what end). Learn about their mission-driven approach, advancements in AI research, responsible AI development, and commitment to building public trust in AI technology.
![](https://cdn.prod.website-files.com/65ca2b5d0ef26db55441f990/65d205fc9de45e3e9c576704_Thumbnail%20(35).png)
New Modes of Learning Enabled by AI Chatbots: Three Methods and Assignments
Discover how AI Chatbots like ChatGPT can transform education. Learn methods to enhance knowledge transfer, challenge understanding and foster critical thinking in our report.
![](https://cdn.prod.website-files.com/65ca2b5d0ef26db55441f990/65d205d7e499d676e1e42903_Thumbnail%20(34).png)
Scaling Laws for Neural Language Models
Delve into the future of AI with our guide on Neural Language Models. Explore GPT models, transfer learning, EfficientNet and more. A must-read for AI and ML enthusiasts and researchers.
![](https://cdn.prod.website-files.com/65ca2b5d0ef26db55441f990/65d205b16272f7fa9feb8f93_Thumbnail%20(33).png)
Artificial Intelligence Human Rights, Democracy, and the Rule of Law
Discover the impact of AI on human rights and democracy with our detailed analysis. This review of CAHAI's AI study sheds light on the intersection of AI with society's fundamental principles and the urgent need for new legal AI frameworks.
![](https://cdn.prod.website-files.com/65ca2b5d0ef26db55441f990/65d205893d552b1502babc58_Thumbnail%20(32).png)
Large Language Models Are Reasoning Teachers
Discover the power of AI reasoning with the Fine-tune-CoT approach in our report Large Language Models Are Reasoning Teachers. Learn how smaller models can upscale their abilities whilst reducing computational costs.
![](https://cdn.prod.website-files.com/65ca2b5d0ef26db55441f990/65d2056b4bfe0f909f9b156d_Thumbnail%20(31).png)
Mathematics for Machine Learning
Master AI with our comprehensive guide Mathematics for Machine Learning. Understand core mathematical concepts & apply them in central machine learning problems. Embark today!
![](https://cdn.prod.website-files.com/65ca2b5d0ef26db55441f990/65d2054a8eca49b7cb5a2676_Thumbnail%20(30).png)
Internet Advertising and the Generalized Second-Price Auction: Selling Billions of Dollars Worth of Keywords
Explore AI-driven insights into the lucrative world of keyword auctions in online advertising. Understand the GSP mechanism's effectiveness and commercial success despite theoretical setbacks. Uncover the Nash equilibrium and delve deep into the economic implications of these billion-dollar auctions.
![](https://cdn.prod.website-files.com/65ca2b5d0ef26db55441f990/65d2051e76d61ba2f8aaf687_Thumbnail%20(29).png)
Explaining decisions made with AI
Explore our comprehensive guide on unpacking AI decisions. Learn effective, ethically-responsible AI use with insights from Explaining decisions made with AI report by ICO and The Alan Turing Institute.
![](https://cdn.prod.website-files.com/65ca2b5d0ef26db55441f990/65d204f8d9336e770ec81306_Thumbnail%20(28).png)
Principles for the security of machine learning
Secure your AI and Machine Learning systems effectively with our guide. Learn to combat unique vulnerabilities, incorporating proactive measures throughout the lifecycle. A must-read guide for developers and security professionals.
![](https://cdn.prod.website-files.com/65ca2b5d0ef26db55441f990/65d204d3eafc1e4b591dba17_Thumbnail%20(27).png)
Efficient Training of Language Models to Fill in the Middle
Explore a novel approach to optimizing AI efficiency, viewing transformers as a multi-particle dynamic system. Understand innovative strategies that enhance model accuracy and overall performance.
![](https://cdn.prod.website-files.com/65ca2b5d0ef26db55441f990/65d204ae6eae335cf48b9364_Thumbnail%20(26).png)
Understanding Artificial Intelligence Ethics and Safety
Dive into our guide on ethical AI, based on Dr. Leslie's report, exploring social risks, ethics in AI projects, and responsible AI principles. Learn more about maintaining safety & responsibility in AI.