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- Anthropic's 186-Deal Experiment Shows What the Agent Economy Actually Looks Like
- When NOT to Use an Agent: The Production Data That Should Change Your Default
- Why Multi-Agent Papers Don't Replicate in Production
- Multimodal Agents Score 40% Where Humans Score 72%
- 2026 Is the Year of the Agent. Here's What the Data Actually Says
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Anthropic's 186-Deal Experiment Shows What the Agent Economy Actually Looks Like
title: "Anthropic's 186-Deal Experiment Shows What the Agent Economy Actually Looks Like"
When NOT to Use an Agent: The Production Data That Should Change Your Default
title: "When NOT to Use an Agent: The Production Data That Should Change Your Default"
Why Multi-Agent Papers Don't Replicate in Production
A paper from Tran and Kiela tested 28 multi-agent configurations across four architectures: Sequential, Parallel, Debate, and Ensemble. Every single one...
Multimodal Agents Score 40% Where Humans Score 72%
Every frontier lab now ships models that see, hear, and read. The assumption is that more modalities mean more capable agents. The benchmarks tell a...
2026 Is the Year of the Agent. Here's What the Data Actually Says
Every major cloud vendor, consultancy, and analyst firm now agrees: 2026 is the year AI agents go from pilot to production. The data backs them up. But...
Seven Protocols, 1% Adoption: The Agent Economy's Infrastructure-Reality Gap
Visa, Mastercard, PayPal, Stripe, Coinbase, Google, and Shopify all shipped agent payment protocols in the last sixteen months. Seven competing standards...
From Goldfish to Elephant: How Agent Memory Finally Got an Architecture
In early 2024, Klarna deployed a customer-service AI assistant that handled 2.3 million conversations in its first month, cutting average resolution time...
Your Agent Doesn't Need Human Memory. It Needs Something Weirder.
The AI industry keeps describing agent memory like it's a brain. "Short-term memory," "long-term memory," "episodic recall." The metaphors are intuitive....
Agents That Rewrite Themselves: The Self-Modifying Stack Is Here
Sakana AI's [Darwin Godel Machine](https://sakana.ai/dgm/) improved its SWE-bench score from 20.0% to 50.0% last May by letting an agent rewrite its own...
Your AI Inherited Your Biases: When Agents Think Like Humans (And That's Not a Compliment)
By early 2017, Amazon quietly disbanded a team that had spent years building an AI hiring tool. The algorithm worked exactly as designed. It learned from...