AI Industry Insights

Our teams constantly curate the best research on AI around the world and bring it to you along with live conversations with the authors of the research.

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Large Language Model

Unlock the Future of AI: Discover In-depth Report on Scalable Oversight and Human-Centric AI Integration

Dive into our in-depth analysis of scalable oversight of AI in decision-making. Explore insights from the report "Measuring Progress on Scalable Oversight for Large Language Models" and discover the future of AI.

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Matrix

A Matrix for Selecting Responsible AI Frameworks

Discover responsible AI with our guide to selecting the best AI frameworks. Understand AI ethics based on focus, lifecycle & characteristics. Achieve effective AI deployment tailored to your needs.

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Matrix

BERTSCORE: Evaluating text generation with Bert

Explore BERTScore - a groundbreaking AI metric for text generation evaluation, using BERT's contextual embeddings. Delve into its advantages, adaptability, superlative performance, and future potential.

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Large Language Model

Evidence of Meaning in Language Models Trained on Programs

Dive deep into AI's understanding of program semantics with our analysis of the Evidence of Meaning in Language Models Trained on Programs report. Discover program synthesis, semantic comprehension, and areas for future research.

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Large Language Model

Self-Supervised Learning from Images with a Joint-Embedding Predictive Architecture

Explore the revolutionary I-JEPA in self-supervised image learning. Dive into this in-depth report on how hierarchal machine learning eliminates the need for hand-crafted data augmentation.

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Large Language Model

The Generative AI Revolution

Explore the future of generative AI with The Generative AI Revolution report. Unravel the economic, societal, and political impacts of AI and navigate its challenges effectively.

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Large Language Model

Inducing feelings of ignorance makes people more receptive to expert (economist) opinion

Explore the power of humility and self-awareness in accepting expert economic advice. Delve into AI-related studies revealing how inducing feelings of ignorance increases receptivity to reliable opinions.

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Rights

AI and Human Rights report

Explore insights from the AI and Human Rights report, offering strategies for aligning AI advancements with public interest and ethical standards. Let's shape a tech future upholding human rights together.

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Large Machine Learning

SoK: On the Impossible Security of Very Large Foundation Models

Explore our in-depth analysis of security risks and accuracy trade-offs in large AI models. Discover the key implications of LAIMs' development and the imperative shift needed in AI technology.

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Foundation models

The economic potential of generative AI: The next productivity frontier

Explore the transformative impact of Generative AI on economic growth and productivity. Dive into adoption timelines, potential automation, job displacement, and more with McKinsey's comprehensive report.

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Large Machine Learning

Prototransformer: a Meta-learning Approach to Providing Student Feedback

Explore how the ProtoTransformer leverages meta-learning for scalable AI-powered feedback in computer science education. Learn how it's transforming feedback methods and enhancing educational outcomes.

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Rights

The Hiroshima Process International Guiding Principles

Discover the Hiroshima Process International Guiding Principles to ensure safe, secure and ethical AI. Unpack democratic values, risk management, transparency, and more in AI development and deployment.

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AI in Health Care

100 Years of Medical Economics

Explore the century-long medical economic growth influenced by AI in our concise guide. Understand past innovations, present challenges, and future predictions of the healthcare industry.

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Risks of AI

An Overview of Catastrophic AI Risks

Explore the potential catastrophic risks of AI with An Overview of Catastrophic AI Risks. Gain insights into mitigation strategies to ensure AI advancements benefit society safely.

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ML and AI Learning Notes

CS229 Lecture Notes

Dive deep into AI with our comprehensive guide: Machine Learning & Deep Learning explained. Including insights from CS229 Lecture Notes, unravel key theories, algorithms & applications.

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Rights

116th Congress — 1st Session H. R. 3230

Explore H.R. 3230's robust approach to safeguard US information by regulating deep fake technologies. Protect democratic processes & fight digital deception. Learn more about how the 116th congress is combating AI threats.

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Large Language Model

Distilling Step-by-Step! Outperforming Larger Language Models with Less Training Data and Smaller Model Sizes

Explore AI breakthrough in NLP with Distilling Step-by-Step, a game-changing method leveraging LLM capabilities for compact, efficient models with less training data. Discover its potential for broader, sustainable adoption.

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AGI

Levels of AGI: Operationalizing Progress on the Path to AGI

Explore DeepMind's approach to AGI advancements and the complexities of AI systems in our comprehensive report. Delve into defining AGI, assessment frameworks, benchmarking challenges, and potential risks in AI evolution.

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LLM-Generated Text

DetectGPT: Zero-Shot Machine-Generated Text Detection using Probability Curvature

Explore our analysis on DetectGPT, a cutting-edge method to spot AI-Text for countering misinformation. Delve into its superiority over existing approaches and its role in maintaining digital content integrity.

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Bill of Rights

White House's Blueprint for AI Rights and Safety

Explore our review of the White House's extensive whitepaper: Blueprint for an AI Bill of Rights. Understand how it aims to guide AI integration safely while prioritizing civil rights and privacy.

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Artificial Intelligence

Experimental Evidence on the Productivity Effects of Generative Artificial Intelligence

Explore how AI technology, specifically ChatGPT, impacts productivity, efficiency, job satisfaction, and labor market trends. Discover its benefits and implications based on a detailed study.

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Data Management and Analysis

Lakehouse: A New Generation of Open Platforms that Unify Data Warehousing and Advanced Analytics

Discover the future of data management with Lakehouse: a unified platform integrating data warehousing & advanced analytics. Learn about its revolutionary impact on enterprise data infrastructures.

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Transformer (Machine Learning Model)

Attention Is All You Need

Explore the Transformer Model, a revolutionary AI framework changing machine translation. Dive into the Attention is All You Need report to understand its impact and record-breaking results.

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Latent Diffusion Models

An Image is Worth One Word: Personalizing Text-to-Image Generation using Textual Inversion

Discover groundbreaking Textual Inversion with our personalized Text-to-Image AI, addressing image generation challenges, eliminating the need for extensive retraining, and paving the way for more accurate, personalized visual content.

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World Models

AI Cloud Service Compliance Criteria Catalogue (AIC4)

Discover AIC4, the definitive guide to secure AI cloud services. Explore trustworthiness evaluation methods for AI solutions, based on updated, flexible security guidelines.

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