Analytics DeepLearning.AI - The Batch | DeepLearning.AI (Page 17)

Visual map outlines cybercrime operation phases, highlighting AI-driven processes and human validation steps.

Machine Learning Research

Anthropic Cyberattack Report Sparks Controversy: Security researchers question whether coding agents allow unprecedented automated attacks

Independent cybersecurity researchers pushed back on a report by Anthropic that claimed hackers had used its Claude Code agentic coding system to perpetrate an unprecedented automated cyberattack.

Chart highlights Kimi K2’s top performance in agentic tasks, outperforming rivals in reasoning and coding.

Machine Learning Research

Top Agentic Results, Open Weights: Kimi K2 Thinking outperforms proprietary models with new techniques for agentic tool use

The latest open-weights large language model from Moonshot AI challenges top proprietary LLMs at agentic tasks by executing hundreds of tool calls sequentially and pausing to think between each.

White Waymo vehicle near water, city skyline visible; displays autonomous service for urban freeways.

Machine Learning Research

Self-Driving Cars on U.S. Freeways: Waymo deploys autonomous cars on California and Arizona expressways

Waymo became the first company to offer fully autonomous, driverless taxi service on freeways in the United States.

A diverse crowd engages with speakers at AI Dev x NYC, highlighting discussions on AI's impact and future.

Letters

What We Learned at AI Dev x NYC 2025: DeepLearning.AI’s sold-out AI Dev x NYC 2025 conference revealed widespread optimism, excitement, and technical depth among AI developers.

I just got back from AI Dev x NYC, the AI developer conference where our community gathers for a day of coding, learning, and connecting.

The Batch Newsletter

Self-Driving On U.S. Freeways, Open LLM Tops Agentic Leaderboard, Anthropic Sparks Controversy, Efficient Agentic Search

The Batch AI News and Insights: I just got back from AI Dev x NYC, the AI developer conference where our community gathers for a day of coding, learning, and connecting.

A large screen showing a conceptual map of a sparse neural network, surrounded by a team of computer scientists

Data Points

OpenAI looks inside neural networks: Baidu’s multimodal ERNIE 5.0 arrives, priced to compete

VibeThinker-1.5B, a small but powerful reasoning model. Toymakers’ recall of AI dolls that tell kids how to start fires. Qwen3-Max’s discounts and the latest AI price war. SIMA 2, Google’s self-learning game-playing model.

Blue glass sphere balancing on marble stairs.

Data Points

Generating persistent, editable 3D worlds: Exploring the limits of small synthetic datasets

OpenAI’s GPT-5.1, a more personalizable agentic model. Project FETCH’s use of Claude to program robots. Baidu’s new VL model that tops Gemini Pro and GPT-5. OpenAI liable for copyrighted song lyrics.

A megaphone emits a colorful stream of 3D words spelling "Hype", symbolizing the AI hype discussed in the article.

Letters

Don't Believe The Hype!: AGI is not just around the corner. People who enter AI today have huge opportunities to contribute to the field.

I recently received an email titled “An 18-year-old’s dilemma: Too late to contribute to AI?” Its author, who gave me permission to share this, is preparing for college.

The Batch Newsletter

Safer (and Sexier) Chatbots, Better Images Through Reasoning, The Dawn of Industrial AI, Forecasting Time Series

The Batch AI News and Insights: I recently received an email titled “An 18-year-old’s dilemma: Too late to contribute to AI?” Its author, who gave me permission to share this, is preparing for college.

Series of graphs transformed via tokenization and transformer layers, resulting in predicted outputs.

Machine Learning Research

Forecasting Multiple Time Series: Amazon’s Chronos-2 sorts out tangled variables to make better predictions

Transformers are well suited to predicting future values of time series like energy prices, wages, or weather, but often — as in those examples — multiple time series often influence one another. Researchers built a model that can forecast multiple time series simultaneously.

AI models are compared on a graph showing benchmark accuracy from 20% to 100%, highlighting GPT-5's rise.

Machine Learning Research

The Year AI Went Industrial: The State of AI Report 2025 says AI’s barriers aren’t technological but social and material

A year-in-review report heralds the dawn of AI’s industrial era.

Bar chart shows HunyuanImage 3.0's performance against Nano Banana and Seedream 4.0, highlighting differences.

Machine Learning Research

Better Images Through Reasoning: HunyuanImage-3.0 uses reinforcement learning and thinking tokens to better understand prompts

A new image generator reasons over prompts to produce outstanding pictures.