How to Build a Claude Code-Powered Knowledge Base

Decades of sci-fi tropes about self-preserving AI apparently taught Claude to blackmail people. Anthropic's fix wasn't more rules—it was moral philosophy.

Recently, we’ve seen Claude for Word, as well as the Microsoft Legal Agent, and now Clio is launching an AI-driven Word add-in, which allows you ...

AI agents are evolving into always-on autonomous systems that can remember, learn, and operate continuously across multiple platforms. OpenClaw, Hermes Agent, and Claude are leading this transformation, but each is taking a radically different approach that could define the future of AI automation.

Fictional portrayals of artificial intelligence can have a real effect on AI models, according to Anthropic.

Three weeks into testing, a learner told me my AI tutor gave her the wrong answer. Not obviously wrong — just outdated enough to mislead. That was the moment I realized something most RAG systems quietly ignore: they have no sense of time. My system retrieved the most similar document, not the most current one. And in a knowledge base that changes constantly, that’s a serious flaw. The fix wasn’t in the retriever or the model. It was in the gap between them. I built a temporal layer that filters expired facts, boosts time-sensitive signals, and makes the system prefer what’s still true — not just what matches. The post RAG Is Blind to Time — I Built a Temporal Layer to Fix It in Production appeared first on Towards Data Science.

The end of model-centric thinking in data science The post From Data Scientist to AI Architect appeared first on Towards Data Science.

When you type a message to Claude, something invisible happens in the middle. The words you send get converted into long lists of numbers called activations that the model uses to process context and generate a response. These activations are, in effect, where the model’s “thinking” lives. The problem is nobody can easily read them. […] The post Anthropic Introduces Natural Language Autoencoders That Convert Claude’s Internal Activations Directly into Human-Readable Text Explanations appeared first on MarkTechPost.

Start-up behind Claude tool is fielding inbound investment offers that could lead to it surpassing rival OpenAI in value