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As AI systems enter production, reliability and governance can’t depend on wishful thinking. Here’s how observability turns large language models (LLMs) into auditable, trustworthy enterprise systems. Why observability secures the future of enterprise AI The enterprise race to deploy LLM systems mirrors the early days of cloud adoption. Executives love the promise; compliance demands accountability; …

Read more “Why observable AI is the missing SRE layer enterprises need for reliable LLMs”

We have scoured the entire internet to find the best Black Friday deals on gear we’ve tested and approved.

Agent memory remains a problem that enterprises want to fix, as agents forget some instructions or conversations the longer they run.  Anthropic believes it has solved this issue for its Claude Agent SDK, developing a two-fold solution that allows an agent to work across different context windows. “The core challenge of long-running agents is that …

Read more “Anthropic says it solved the long-running AI agent problem with a new multi-session Claude SDK”

Some of the best MacBooks, Chromebooks, and gaming laptops I’ve reviewed this year have steep discounts for Black Friday.

Princeton researchers found that the brain excels at learning because it reuses modular “cognitive blocks” across many tasks. Monkeys switching between visual categorization challenges revealed that the prefrontal cortex assembles these blocks like Legos to create new behaviors. This flexibility explains why humans learn quickly while AI models often forget old skills. The insights may …

Read more “Scientists uncover the brain’s hidden learning blocks”

Researchers at the University of California, Los Angeles (UCLA), in collaboration with UC Berkeley, have developed a new type of intelligent image sensor that can perform machine-learning inference during the act of photodetection itself.