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19:00
2026-06-08
amazon.science
artificial-intelligence

Real-world grounding in agentic AI

Amazon's 2026 Project Eluna deploys agentic AI models in fulfillment centers to autonomously plan, use tools, and execute multistep operational tasks, moving AI beyond digital applications into physic…

17:00
2026-06-08
amazon.science
ai-agents

Bridging intent and execution in agentic systems

Amazon researchers have identified a fundamental performance bottleneck in AI agent systems, formalizing it as the "intent-execution gap" — the mismatch between what an AI model intends to do and what…

15:56
2026-06-03
amazon.science
artificial-intelligence

Ground truth is a process, not a dataset

Amazon's AGI group found that human experts achieved only 60.8% accuracy when verifying claims from AI-generated research reports, revealing that static ground truth datasets are insufficient for eval…

17:21
2026-05-27
amazon.science
artificial-intelligence

Amazon Research Awards recipients announced

Amazon announced 70 recipients of its Amazon Research Awards from 49 universities across 11 countries, funding research in AI for information security, agentic AI, automated reasoning, cryptography, c…

15:17
2026-05-26
amazon.science
large-language-models

Diverse reasoning traces teach LLMs to make better decisions

Researchers at Amazon have developed a method to train large language models to generate multiple, diverse reasoning paths for the same problem, improving their decision-making accuracy. The team intr…

13:00
2026-05-15
amazon.science
large-language-models

Making LLMs faster without sacrificing accuracy

Amazon researchers have developed a new scaling law that connects large language model architecture directly to inference efficiency, enabling faster text generation without sacrificing accuracy. The …