Quantile forecasting predicts distribution extremes for better decision-making in sectors like finance and supply chain management. Tensorflow, NeuralForecast, and Zero-shot LLMs offer advanced models for precise quantile estimates, enhancing operational efficiency.
VerifAI project, funded by the EU, creates a unique generative search engine for biomedical domain using LLMs. Focus on hallucination detection sets it apart from other RAG-based products, addressing the issue of misleading text.
Microsoft CTO Kevin Scott emphasizes the potential of large language model scaling laws in driving AI progress. Scott played a crucial role in the $13 billion technology-sharing deal between Microsoft and OpenAI, highlighting the impact of scaling up model size and training data on AI capabilities.
A project using UCI Email Spam Dataset with 4,601 rows and 57 columns of predictor values. Utility program fetches test data for machine learning programs.
AI Recommendation Systems excel at suggesting similar products, but struggle with complementary ones. The zeroCPR framework offers an affordable solution for discovering complementary products using LLM technology.
OpenAI whistleblowers seek investigation into restrictive contracts requiring permission to contact regulators, potentially stifling concerns about the company. Non-disclosure agreements at OpenAI under scrutiny for potential repercussions on employees raising issues with federal authorities.
Renée DiResta, former Stanford Internet Observatory manager, delves into online propaganda in her new book. She highlights the evolution of propaganda and its impact on society, emphasizing the need for a more accurate diagnosis of the issue.
Basic income pilot scheme in Ireland provides artist Elinor O’Donovan with guaranteed salary, enabling her to focus on art full-time. Guaranteed income gaining traction as a solution to impact of AI, encouraging more rewarding work.
AI-enabled weapons are on the rise in military use, with companies like Elbit Systems leading the way in developing lethal autonomous drones. The industry is booming as defense companies showcase their advancements in AI technology for combat purposes.
Dynamic programming and Monte Carlo algorithms merge in reinforcement learning. Temporal-difference algorithms combine advantages of both, updating states after n time steps.
AI system ChatGPT sparks creativity in writers lacking flair, but may limit unique ideas. Researchers find AI can assist authors in storytelling, potentially altering the creative process.
Neural network regression models: Use logistic-sigmoid() for constrained output, identity() for unconstrained output. Key: y' (1-y') term in output gradient.
OpenAI introduces 5-tier system to measure progress towards AGI, sparking debate on feasibility and impact. CEO Sam Altman predicts AGI within the decade, highlighting potential societal disruptions.
Cartoonist Fiona Katauskas showcases a diverse range of cartoons in a lengthy list on her website. Explore her captivating work for a unique and entertaining visual experience.
Breakthrough DQN Megazord "Rainbow" combines 6 powerful variants of DQN for optimal performance in Deep Reinforcement Learning. Stoix library breaks down Rainbow components, including DQN algorithm and neural network implementation.