DeepMind

The natural language creation field is completely transformed by large language models (LLMs). Traditional fine-tuning approaches for responding to downstream tasks require access to the parameters of LLMs, which limits their use on potent black-box LLMs...
The GPT model, which is the transformer architecture behind the well famous chatbot developed by OpenAI called ChatGPT, works on the concept of learning tasks with the help of only a few examples. This approach, called...

Can Reinforcement Learning Learn Everything?

The latest paper (“Mastering Diverse Domains through World Models”) from Deepmind talks about an RL agent that can master diverse domains through World Models...

Latest Machine Learning Research From Deepmind Explores The Connection Between Gradient-Based Meta-Learning And Convex Optimization

The term "meta-learning" refers to the process by which a learner adjusts to a new challenge by modifying an algorithm with known parameters. The...

Meet Med-PaLM: A Large Language Model Supporting the Medical Domain in Providing Safe and Helpful Answers

Language facilitates crucial interactions for and between physicians, researchers, and patients in the compassionate field of medicine. But the use of language by current...

DeepMind’s Latest AI Research Reduces Energy Usage For Cooling Buildings

HVAC (heating, ventilation, and air conditioning) accounts for a sizable portion of the world's CO2 emissions. Around 10% of the entire electricity demand for...

DeepMind and Google Introduce GraphCast: A Fast and Scalable Machine Learning Weather Simulator

People account for the forecasted weather in every aspect of their lives, from choosing an outfit to what to do in the event of...

Meet Dramatron: An Artificial Intelligence (AI) Tool From Deepmind To Write Film Scripts

Language models are incredibly popular right now, especially in light of recent technological developments in this area. These models have demonstrated significant potential for...

Researchers at DeepMind Created a 70B Parameter Language Model that Generates Statements Aligned with Humans with Diverse Viewpoints

Human preferences on any topic have become diverse. Coming up with a statement that the majority of the population agrees with seems to be...

Deepmind Researchers Introduce NEVIS’22, A New AI Benchmark Developed Using 30 Years of Computer Vision Research

The stationary batch scenario, where fixed training and test sets are sampled using a static, unchanging data distribution, has received much attention from the...

Meet TAP-Vid: A Dataset of Videos Along With Point Tracks, Either Manually Annotated or Obtained From A Simulator

Imagine if we could study the motion of objects in videos by tracking their position and orientation and how different points on the object...

Deepmind Researchers Propose A Machine Learning-Based Framework For Doing Research On Hour-Long Films Using The Same Technology That Can Presently Analyze Second-Long Videos

Raw movies are massive and must be compressed before being saved on a disc; once loaded, they are decompressed and placed in device memory...

DeepMind Introduces the Perception Test, a New Multimodal Benchmark Using Real-World Videos to Help Evaluate the Perception Capabilities of a Machine Learning Model

Benchmarks have influenced artificial intelligence (AI) in defining research goals and enabling researchers to track progress toward those goals. An important component of intelligence is...

Deepmind Introduces ‘AlphaTensor,’ An Artificial Intelligence (AI) System For Discovering Novel, Efficient And Exact Algorithms For Matrix Multiplication

Improving the efficiency of algorithms for fundamental computations is a crucial task nowadays as it influences the overall pace of a large number of...

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