Aug 21, 2024

6 Posts

AI Agents Generate Novel Research, Google Imagen 3 Raises the Bar, Alibaba’s Open Models for Specialized Tasks, Scaling Laws for Data Quality
Aug 21, 2024

AI Agents Generate Novel Research, Google Imagen 3 Raises the Bar, Alibaba’s Open Models for Specialized Tasks, Scaling Laws for Data Quality

The Batch AI News and Insights: I’m encouraged at the progress of the U.S. government at moving to stem harmful AI applications.
Given an initial data pool of 128M samples, we train ViT-B/32 CLIP models for a total of 640M samples.
Aug 21, 2024

Scaling Laws for Data Quality: Scaling laws reveal the impact of data quality in vision-language model training

When training vision-language models, developers often remove lower-quality examples from the training set. But keeping only the highest-quality examples may not be ideal, researchers found.
How Qwen2-Audio performs against the competitors.
Aug 21, 2024

Open Models for Math and Audio: Alibaba advances open-weight LLMs with Qwen2 Math and Audio variants

Alibaba followed up its open-weights Qwen2 large language models with specialized variations.
Google Imagen 3 Raises the Bar: Google’s Imagen 3 outperforms rivals in text-to-image benchmarks
Aug 21, 2024

Google Imagen 3 Raises the Bar: Google’s Imagen 3 outperforms rivals in text-to-image benchmarks

Image generation continued its rapid march forward with a new version of Google’s flagship text-to-image model.
Conceptual illustration of The A I Scientist, an end-to-end LLM-driven scientific discovery process.
Aug 21, 2024

AI Agents for AI Research: Agentic workflow generates novel scientific research papers

While some observers argue that large language models can’t produce truly original output, new work prompted them to generate novel scientific research.
Regulate AI Applications, Not Technology: Why the DEFIANCE Act and FTC ban on fake product reviews take the right approach to regulating AI.
Aug 21, 2024

Regulate AI Applications, Not Technology: Why the DEFIANCE Act and FTC ban on fake product reviews take the right approach to regulating AI.

I’m encouraged at the progress of the U.S. government at moving to stem harmful AI applications.

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