Machine Learning Research
Albert Gu: More learning, less data
Building a foundation model takes tremendous amounts of data. In the coming year, I hope we’ll enable models to learn more from less data.
Machine Learning Research
Joseph Gonzalez: General intelligence
In 2025, I expect progress in training foundation models to slow down as we hit scaling limits and inference costs continue to rise.
Machine Learning Research
Joseph Gonzalez: General intelligence
In 2025, I expect progress in training foundation models to slow down as we hit scaling limits and inference costs continue to rise.
Machine Learning Research
Smaller Is Beautiful: Compact AI models redefine efficiency, bringing advanced capabilities to everyday devices
For years, the best AI models got bigger and bigger. But in 2024, some popular large language models were small enough to run on a smartphone.
Machine Learning Research
Smaller Is Beautiful: Compact AI models redefine efficiency, bringing advanced capabilities to everyday devices
For years, the best AI models got bigger and bigger. But in 2024, some popular large language models were small enough to run on a smartphone.
Machine Learning Research
Generative Video Takes Off: Generative video models revolutionize content creation with stunning realism
Video generation exploded in an abundance of powerful models.
Machine Learning Research
Generative Video Takes Off: Generative video models revolutionize content creation with stunning realism
Video generation exploded in an abundance of powerful models.
Machine Learning Research
Prices Tumble: AI price wars drive costs down as competition heats up
Fierce competition among model makers and cloud providers drove down the price of access to state-of-the-art models.
Machine Learning Research
Prices Tumble: AI price wars drive costs down as competition heats up
Fierce competition among model makers and cloud providers drove down the price of access to state-of-the-art models.
Machine Learning Research
Agents Ascendant: LLMs evolve with agentic workflows, enabling autonomous reasoning and collaboration
The AI community laid the foundation for systems that can act by prompting large language models iteratively, leading to much higher performance across a range of applications.
Machine Learning Research
Agents Ascendant: LLMs evolve with agentic workflows, enabling autonomous reasoning and collaboration
The AI community laid the foundation for systems that can act by prompting large language models iteratively, leading to much higher performance across a range of applications.
Machine Learning Research
When LLMs Propose Research Ideas: Stanford study finds AI matches human experts at writing research proposals
How do agents based on large language models compare to human experts when it comes to proposing machine learning research? Pretty well, according to one study.
Machine Learning Research
When LLMs Propose Research Ideas: Stanford study finds AI matches human experts at writing research proposals
How do agents based on large language models compare to human experts when it comes to proposing machine learning research? Pretty well, according to one study.
Machine Learning Research
Multimodal Modeling on the Double: Google introduces Gemini 2.0 Flash, a faster, more capable AI model
Google’s Gemini 2.0 Flash, the first member of its updated Gemini family of large multimodal models, combines speed with performance that exceeds that of its earlier flagship model, Gemini 1.5 Pro, on several measures.
Machine Learning Research
Multimodal Modeling on the Double: Google introduces Gemini 2.0 Flash, a faster, more capable AI model
Google’s Gemini 2.0 Flash, the first member of its updated Gemini family of large multimodal models, combines speed with performance that exceeds that of its earlier flagship model, Gemini 1.5 Pro, on several measures.
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