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Browse the latest ai articles, tutorials, and research from Blockchain Council.(1356 articles)

Claude Code in Slack
Michael Willson

Claude Code in Slack

Anthropic has brought its agentic coding tool Claude Code directly into Slack, so developers can turn bug reports and feature requests in chat into full coding sessions without leaving their channels. The integration launched on December 8, 2025 as a research preview, building on the existing…

RAG vs CAG
Michael Willson

RAG vs CAG

The way AI systems use information is changing quickly. For the last few years, Retrieval Augmented Generation, known as RAG, has been the default method for helping language models access external knowledge. Now a second approach called Cache Augmented Generation, often referred to as CAG, is…

LLM vs Agent
Michael Willson

LLM vs Agent

AI systems are changing rapidly, and one of the most important shifts is the move from simple Large Language Models (LLMs) to full agents that can plan, decide, act and work toward goals. Understanding this shift is now essential for professionals building automation, product teams evaluating AI…

OpenAI’s GPT-5.2
Michael Willson

OpenAI’s GPT 5.2

What is GPT ? OpenAI is preparing to launch GPT 5.2, a major update focused on improving speed, stability and reasoning rather than introducing flashy new features. This GPT release is arriving during a highly competitive moment in the AI landscape, especially after strong benchmark results from…

What People Use AI For
Michael Willson

What People Use AI For

AI has quickly moved from being a curiosity to becoming a practical tool that many professionals rely on throughout the week. It is no longer just a futuristic idea. It is something people use to finish tasks faster, think more clearly and lighten their workload. This shift has also encouraged many…

Google ADK
Michael Willson

Google ADK

Google’s Agent Development Kit, known as Google ADK, has quickly become one of the most important tools for anyone building advanced AI systems. It is not a simple prompt framework or a playground for experiments. It is a full engineering kit designed for building complex, reliable and production…

What Over a Thousand Professionals Say About AI Workflows
Michael Willson

What Over a Thousand Professionals Say About AI Workflows

Public conversations about artificial intelligence often drift toward hype, fear, or speculation, but the most meaningful insights come from people who rely on the technology in real workplace situations. Feedback from more than a thousand professionals shows how AI supports daily tasks, where it…

AI and the PR Problem
Michael Willson

AI and the PR Problem

Artificial intelligence keeps improving quickly, while confidence in the field continues to slip. This contrast now shapes decisions around regulation, workplace adoption, and long term planning. To understand both the technology and the shifting public mood, many professionals begin with…

Anthropic Interviewer
Michael Willson

Anthropic Interviewer

Anthropic has introduced Interviewer, a new AI powered research tool designed to conduct large scale, structured conversations with people about their experiences using AI. Instead of relying solely on usage logs or small focus groups, Interviewer uses Claude to run adaptive interviews, collect…

Is ChatGPT Showing Ads?
Michael Willson

Is ChatGPT Showing Ads?

Over the last few weeks, a wave of screenshots and user reports claiming that ChatGPT has begun showing ads sparked debate across social platforms. Some users insisted they were seeing promotional messages in their chat sessions, while others dismissed them as glitches or misunderstandings. The…

Key Lessons From Amazon's AI Strategy
Michael Willson

Key Lessons From Amazon’s AI Strategy

Amazon’s approach to artificial intelligence has often been quieter than the splashy releases from consumer facing model developers, yet it has become one of the strongest influences on enterprise adoption. Instead of competing for attention with frontier systems, the company focuses on the…

AWS Frontier Agents
Michael Willson

AWS Frontier Agents

AWS has introduced a powerful new category of AI systems called Frontier Agents, marking one of the biggest upgrades to cloud-based AI automation in years. Unlike traditional assistants that answer questions or complete one-off tasks, Frontier Agents are designed to operate for hours or days, carry…

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