Productivity

Automated Data Insights

AI Delegation

Agentic Computing

Digital Trust

AI Agents for Scientific Discovery

AI Agents for Scientific Discovery by Aygün Varol

The new AI race is about systems that act

Read on Substack

The new AI story: agents are leaving the chat window

The new AI story: agents are leaving the chat window by Aygün Varol

AI systems are turning into workers, operators, researchers, phone agents, memory systems, weather forecasters, and scientific collaborators.

Read on Substack

AI has not removed the need for engineering judgment. It has moved engineering judgment one level higher.

AI has not removed the need for engineering judgment. It has moved engineering judgment one level higher. by Aygün Varol

Imagine a young engineer named Deniz.

Read on Substack

AI is learning to work longer, but we still do not know how much we can trust it

AI is learning to work longer, but we still do not know how much we can trust it by Aygün Varol

AI is being delegated real work. Now everyone is discovering that delegation is harder than conversation.

Read on Substack

AI in Biology

Human Expertise into Software Prompts

Malicious Use and Abuse of AI

AI-Native Engineering

Machine Age

Catastrophic Misalignment

Claude Agent Skills

OpenAI Strategy

Claude Opus 4.5

AI is moving closer to sensitive parts of life

AI is moving closer to sensitive parts of life by Aygün Varol

What data does it touch, what actions can it take, and who controls the boundary?

Read on Substack

AI Is Becoming Part of the Infrastructure

AI Is Becoming Part of the Infrastructure by Aygün Varol

AI Is Moving from Intelligence Feature to System Infrastructure

Read on Substack

GPT 5.1 Codex Max

Limits of AI

Microsoft’s Vision for AGI

Understanding Prompt Injections

Unifying MCP Servers

America’s AI Action Plan

AI Progress and Recommendations

Code Execution with MCP

AI as a New Digital Species

Why AI is a Ghost?

DNA of AI

SuperMemory MCP

AI Application Spending

Efficient Context Engineering for AI Agents

Building AI Life Co-Pilot

Future of Programming and AI

Responsible and Secure AI Agents

Managing People and AI

Nano Banana

GPT Realtime

RAG is Dead

Masterclass in AI Prompting

AI OS

Intent and Alignment

Claude for Financial Services

ChatGPT Agent

Alien Intelligence

Humanity Lost Control

The Future of OpenAI

Countering Malicious Use

Malicious AI Operations

ChatGPT Business

LLM As A Judge

AI Agent Risks

Governing Agentic AI

Warnings From the Godfather of AI

ChatGPT Codex

Code with Claude

Google I/O Agentic Future

AI Adoption in Enterprises

Aygün Varol · AI adoption in enterprises

MCP Server for LLM Agents

Aygün Varol · MCP Server for LLM Agents

Generative and Agentic AI

Aygün Varol · Generative and Agentic AI

Agents Companion

Aygün Varol · Agents Companion

Large Language Models

Aygün Varol · Large Language Models

Prompt Engineering Guide

Aygün Varol · Prompt Engineering Guide

Evil AI Benchmark in Smart Environments

Aygün Varol · Evil AI Benchmark in Smart Environments

Agent to Agent Protocol

Aygün Varol · Agent2Agent Protocol

Building LLM Agents

Aygün Varol · Building LLM Agents - A Practical Guide