AI Generated Robotic Content

AI models nearly erase female characters when they write kids stories about animals

by AI Generated Robotic ContentAI/ML News August 6, 2026Comments are Disabled

Last year, Melanie Walsh, a University of Washington assistant professor in the Information School, wrote an article examining how 300 popular children’s books gendered their animal characters. Of the 13 most common animals, most were male—unless they happened to be cats, ducks or birds, which trended slightly more female. But a frog, a wolf? More …

Measuring Performance of Transformer Inference

by AI Generated Robotic ContentAI/ML Research August 5, 2026Comments are Disabled

This chapter is divided into eight parts; they are: • Metrics for LLM Inference • Measuring a Single Request • Warmup and Synchronization • Measuring GPU Work with CUDA Events • Measuring Memory Usage • Measuring Concurrent Requests • Multiple GPUs and Multiple Machines • Cost per Token The most common inference metrics are: • …

Static vs. Dynamic vs. Continuous Batching in LLM Inference

by AI Generated Robotic ContentAI/ML Research August 5, 2026Comments are Disabled

In this article, you will learn how static, dynamic, and continuous batching work in LLM inference, and why the differences between them matter at production…

Introducing Web Search on Amazon Bedrock for foundation model grounding

by AI Generated Robotic ContentFAANG August 5, 2026Comments are Disabled

When a foundation model needs to answer a question about last week’s earnings call, yesterday’s regulatory change, or this morning’s weather forecast, it needs knowledge it was never trained on. Grounding the model in current web knowledge closes that gap – whether it’s powering chatbots, coding assistants, CLI tools, or enterprise applications, grounding helps answer …

How Deutsche Bank unlocked agility with an API-ready ecosystem

by AI Generated Robotic ContentFAANG August 5, 2026Comments are Disabled

When people think about digital transformation in banking, they often focus on the visible results: mobile apps and new digital services. But there’s an invisible infrastructure making all these services possible: APIs. At Deutsche Bank, we recognized that APIs aren’t just technical plumbing; they’re the nervous system of modern banking. A few years ago, our …

OK, Well, Rogue AI Agents Are Hacking Again

by AI Generated Robotic ContentAI/ML News August 5, 2026Comments are Disabled

Rogue AI agents from OpenAI and Anthropic have again been caught trying to disrupt servers and software—and leaving instructions for future bad behavior.

People prefer stories written by AI—especially when told they’re written by a human

by AI Generated Robotic ContentAI/ML News August 5, 2026Comments are Disabled

People gave the highest ratings to AI-generated stories they were told had been written by humans and were unable to tell the difference between human- and AI-created stories, according to new research published in Judgement and Decision Making. The study, led by researchers at Villanova University, U.S., adds to the growing body of evidence that …

MiniMax-H3 weights up

by AI Generated Robotic ContentImage August 4, 2026Comments are Disabled

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Using a Transformer Model: From Training to Inference

by AI Generated Robotic ContentAI/ML Research August 4, 2026Comments are Disabled

This chapter is divided into four parts; they are: • Autoregressive Generation • Prefill and Decode • A Simple KV Cache • Memory Usage of the KV Cache A decoder-only transformer model predicts the next token from the tokens that came before it.

Decoding Strategies and Output Control

by AI Generated Robotic ContentAI/ML Research August 4, 2026Comments are Disabled

This chapter is divided into nine parts; they are: • Reading Logits from a Model • Greedy Decoding • Temperature Sampling • Top-$k$ Sampling • Nucleus Sampling • Repetition Penalties • Beam Search • Stop Conditions • Structured Output Constraints The model returns a vector of logits for every position in the input sequence.