Analytics DeepLearning.AI - The Batch | DeepLearning.AI (Page 20)

A futuristic lab with an AI-driven protein design system and a high-tech interface showing complex protein structures.

Data Points

LAION cleans up its image dataset: Plus, OLMoE outcompetes smaller open models

AlphaProteo, a DeepMind system that designs novel proteins, updates and price drops for Command-R and Command-R+, Anthropic shows off easy software projects in Claude, YouTube builds system to detect synthetic music and faces.

Letters

An Asian AI Hub-in-the-Making: South Korea is well positioned to become a strong AI hub

Recently I visited South Korea, where I spoke at length about AI with President Yoon Suk Yeol. Based on what I saw there in government, business, and academia, the nation is well positioned to become a strong AI hub.

The Batch Newsletter

Hallucination Index, AI-Powered Policing Goes National, Explainable LLMs, Faster Processing for Longer Inputs

The Batch AI News and Insights: Recently I visited South Korea, where I spoke at length about AI with President Yoon Suk Yeol. Based on what I saw there in government, business, and academia, the nation is well positioned to become a strong AI hub.

Machine Learning Research

Making LLMs Explainable: Google’s Gemma Scope probes how large language models think

Researchers have probed the inner workings of individual layers of large language models. A new tool applies this approach to all layers.

Tech & Society

AI-Powered Policing Goes National: Argentina launches AI unit to predict and prevent crimes

Argentina created a national law-enforcement department that will use AI to detect crimes as they’re committed, investigate them afterward, and predict them before they occur.

Machine Learning Research

Models Ranked for Hallucinations: Measuring language model hallucinations during information retrieval

How often do large language models make up information when they generate text based on a retrieved document? A study evaluated the tendency of popular models to hallucinate while performing retrieval-augmented generation (RAG).

Throughput and latency at different context lengths

Machine Learning Research

Long Context Gets Up to Speed: AI21 Labs’ Jamba 1.5 outpaces transformers in long-text processing

A new model generates tokens faster than current transformers, especially when processing long inputs.

A futuristic game engine powered by AI, simulating the classic DOOM game with a mix of high-tech and retro aesthetics.

Data Points

Redefining what counts as open source AI: A small hybrid model for fast on-device inference

The Open Source Initiative updated its Open Source AI Definition draft, clarifying that both AI models and weights must meet open source standards.

A graduation scene in a large auditorium where people are receiving their diplomas.

Data Points

Qwen-2VL shines on vision tasks: Cerebras processes up to 1,800 tokens per second

Qwen2-VL is available as 2 billion and 7 billion parameter versions under an Apache 2.0 license, as well as a 72 billion parameter API version.

A graphic shows an any-to-any multimodal model, with text mapping to RGB or geometric modalities.

Machine Learning Research

Multimodal to the Max: 4M-21 multimodal model excels in handling diverse input and output types

Researchers introduced a model that handles an unprecedented number of input and output types, including many related to performing computer vision tasks.

A line graph shows a sharp increase in organizations lobbying the U.S. government on AI issues.

Tech & Society

AI Lobby Expands: AI lobbying surges as U.S. companies ramp up efforts to influence policy

AI is a red-hot topic for lobbyists who aim to influence government policies in the United States.

The SWE-bench full leaderboard shows Cosine Genie outperforming its competitors.

Generative AI

Agentic Coding Strides Forward: Genie coding assistant outperforms competitors on SWE-bench by over 30 percent

An agentic coding assistant boosted the state of the art in an important benchmark by more than 30 percent.