Towards Data Science July 31, 2026 By Anubhab Banerjee

When the Code Becomes the CEO: Why Your Next Manager Might Be a Decentralized Agentic Loop

Read the original on Towards Data Science →

In five to ten years, the sharpest manager in your company might not be human, might not sleep, and might exist entirely in shared GPU memory. This is the systems-level view of the algorithmic corporation — why middle management collapses into a protocol, what breaks in the current AI stack, and what has to be built for autonomous agents to actually run a business.

Summary generated by The Flow from the publisher's feed. The full article lives at Towards Data Science.

agents

Towards Data Science

Jul 10

The Big Con of Agentic AI

What our over-dependence on external consulting teaches us about delegating our minds to machines The post The Big Con of Agentic AI appeared first on Towards Data Science .

By Chinmay Kakatkar

agents

arXiv AI

Jun 18

CEO-Bench: Can Agents Play the Long Game?

arXiv:2606. 18543v1 Announce Type: new Abstract: Language model agents are becoming proficient executors at isolated, short-horizon tasks such as software engineering and customer service.

By Haozhe Chen, Karthik Narasimhan, Zhuang Liu

llms agents benchmarks

Towards Data Science

Jul 23

Why Adding More AI Agents Made Our System Slower

The hidden cost of asynchronous systems, how tiny CPU tasks quietly became our biggest bottleneck while scaling hundreds of LLM agents. The post Why Adding More AI Agents Made Our System Slower appeared first on Towards Data Science .

By Uri Peled

llms agents

Towards Data Science

Jun 3

What AI Agents Should Never Do on Their Own

How to set the rules that keep agents effective and out of trouble The post What AI Agents Should Never Do on Their Own appeared first on Towards Data Science .

By Sara Nobrega

agents

Towards Data Science

Jul 3

AI Agents Explained: What Is a ReAct Loop and How Does It Work?

How agents reason, act, and observe their way to a final answer, one step at a time The post AI Agents Explained: What Is a ReAct Loop and How Does It Work? appeared first on Towards Data Science .

By Maria Mouschoutzi

agents

OpenAI Blog

Jan 8