‘Observational memory’ cuts AI agent costs 10x and outscores RAG on long-context benchmarks

RAG isn’t always fast enough or intelligent enough for modern agentic AI workflows. As teams move from short-lived chatbots to long-running, tool-heavy agents embedded in production systems, those limitations are becoming harder to work around. In response, teams are experimenting with alternative memory architectures — sometimes called contextual memory or agentic memory — that prioritize…

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Amazon may launch a marketplace where media sites can sell their content to AI companies

The AI industry’s pursuit of licensable content has been a messy affair, filled with lawsuits and accusations of copyright infringement. Now, as tech companies look for legally safe sources of AI training data, Amazon is reportedly considering launching a marketplace where publishers can license their content directly to AI companies. The Information reported Monday that…

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Former Tesla product manager wants to make luxury goods impossible to fake, starting with a chip

The fake goods crisis cuts two ways. Luxury brands lose more than $30 billion a year to counterfeits, while buyers in the booming $210 billion second-hand market have no reliable way to verify that what they’re purchasing is genuine. Veritas wants to solve both problems with a solution that combines custom hardware and software. The…

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