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Ai

Browse the latest ai articles, tutorials, and research from Blockchain Council.(1410 articles)

AI Agents in Finance and Trading
Michael Willson

AI Agents in Finance and Trading

AI agents in finance and trading are no longer experimental side projects. They are embedded across research desks, execution engines, compliance teams, and risk functions. The important distinction is not “AI vs no AI.” It is whether the system merely produces analysis or whether it can…

Personal Productivity AI Agents
Michael Willson

Personal Productivity AI Agents

Personal productivity AI agents are designed to increase individual output by operating directly inside the tools where work happens. They triage email, manage calendars, convert notes into structured tasks, assemble documents, and run recurring routines. The defining shift is action. These systems…

Long Running Autonomous AI Tasks
Michael Willson

Long Running Autonomous AI Tasks

Long running autonomous AI tasks are workflows that do not complete in a single chat turn, API request, or compute session. They persist for minutes, hours, days, sometimes months because they wait on approvals, external APIs, retries, rate limits, or scheduled triggers. People call that autonomy.…

Self-Improving AI Agents
Michael Willson

Self-Improving AI Agents

Self-improving AI agents are systems that close a feedback loop around their own behavior and measurably improve over time. Improvement can happen at test time without touching model weights, or at training time through structured updates to prompts, policies, or even fine-tuned models. The…

Agent Collaboration Networks
Michael Willson

Agent Collaboration Networks

Agent collaboration networks describe systems where multiple AI agents coordinate like a structured team. Instead of one oversized generalist agent attempting to handle everything, specialized agents discover capabilities, exchange context, delegate work, and complete workflows together. The shift…

AI Agents Managing SaaS Tools
Michael Willson

AI Agents Managing SaaS Tools

AI agents managing SaaS tools is what happens when organizations finally admit that most “digital work” is repetitive form-filling across a handful of systems of record. Instead of a person opening a ticketing system, switching to a CRM, checking a dashboard, copying notes into a doc, and posting…

Vertical AI Agents
Michael Willson

Vertical AI Agents

Vertical AI agents are what you get when businesses stop being impressed by “pretty good general chat” and start demanding “finish the job, inside the system we already use, without creating lawsuits.” These agents do one role in one industry, using that industry’s data, rules, approvals, and…

Autonomous AI Employees
Michael Willson

Autonomous AI Employees

Autonomous AI employees are what you call software agents when you want the idea to survive procurement, security review, and an executive who thinks “autonomous” means “no consequences.” These systems plan multi-step work, take actions across business tools, and keep going until a completion…

Agentic AI Operating Systems
Michael Willson

Agentic AI Operating Systems

Agentic AI operating systems are what happens when vendors realize “agent runtime + tool access + policy + logs” sounds too honest to sell, so they call it an “operating system.” In practical terms, an agentic OS is a control plane that lets agents plan multi-step work, use tools, keep state,…

PM Narendra Modi’s Vision at India AI Impact Summit 2026
Michael Willson

Prime Minister Narendra Modi’s Vision at India AI Impact Summit 2026

Key Takeaways from Prime Minister Modi AI should be used for global welfare, not just technological power Prime Minister Narendra Modi emphasized that artificial intelligence must benefit humanity as a whole and contribute to social progress, economic growth, and improved quality of life.…

Agentic Commerce
Michael Willson

Agentic Commerce

Key Takeaways: The Rise of Agentic Commerce AI agents are becoming digital decision-makers for consumers AI-powered agents are evolving beyond assistants into autonomous digital representatives that can search, evaluate, and complete transactions on behalf of users. This shift has the potential to…

NVIDIA Releases “Alpamayo”
Michael Willson

NVIDIA Releases “Alpamayo”

Introduction NVIDIA’s “Alpamayo” is not a single product. It is a portfolio release that combines models, simulation, and datasets aimed at reasoning-based autonomous driving. For professionals tracking AI systems in safety-critical environments, this release is significant because it shifts focus…

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