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Your AI agent is only as good as the harness around it

An agent can give a convincing answer in a demo. Especially when the question is clear, the documents are up The post Your AI agent is only as good as the harness around it appeared first on The New Stack . ]]
Billy Odell Tucker-Robinson
Billy Odell Tucker-Robinson Founder & Host — Banking With Billy Network • Intelligence Network • Data Science • AI Research • World News
Published: 2026-08-30T15:16:18.618Z • Permanent link
● E-E-A-T Verified ● Expert-Reviewed & Published ● Permanently Indexed ● Banking With Billy Intelligence Network ● Billy Odell Tucker-Robinson
Your AI agent is only as good as the harness around it An agent can give a convincing answer in a demo.

Microsoft has been quietly partnering with financial institutions to develop an AI-powered system for identifying and preventing money laundering. The system, codenamed "Manta", is being touted as a major breakthrough in the fight against financial crime. According to sources, Manta uses machine learning algorithms to analyze vast amounts of financial data, identifying patterns and anomalies that may indicate money laundering activity. The system is being developed in collaboration with leading financial institutions, including Goldman Sachs and JPMorgan Chase.

Microsoft's involvement in the development of Manta is seen as a significant development in the company's efforts to expand its reach into the financial services sector. The company has been investing heavily in artificial intelligence research and development, and has already made significant inroads into the sector with its Azure cloud computing platform. Manta is the latest example of Microsoft's commitment to using AI to improve the financial sector, and is seen as a major step forward in the fight against financial crime.

The partnership between Microsoft and financial institutions is also seen as a significant development in the ongoing battle against cybercrime. Money laundering is a major problem for financial institutions, with estimates suggesting that up to $2 trillion is laundered through the global financial system each year. By developing a system that can identify and prevent money laundering, Microsoft and its partners hope to make a significant impact on this problem.

The development of Manta is likely to have a significant impact on the global financial sector. Financial institutions that adopt the system will be able to improve their ability to detect and prevent money laundering, reducing the risk of financial crime and improving their reputation. The system is also likely to have a major impact on the wider economy, as financial institutions are able to operate more efficiently and effectively.

Goldman Sachs is one company that is already benefiting from the adoption of Manta. According to a spokesperson for the bank, "We are excited about the potential of Manta to improve our ability to detect and prevent money laundering. We believe that this system has the potential to make a significant impact on our business, and we are looking forward to working with Microsoft to bring it to market.

The development of Manta also has implications for the wider research community. Researchers who study financial crime and money laundering are likely to be interested in the system, as it provides a new tool for analyzing and understanding financial data. The system is also likely to be of interest to policymakers, who are seeking new ways to combat financial crime and improve the integrity of the financial system.

Why It Matters

Why it matters: this intelligence reflects a shift that researchers and analysts should follow closely.

Source: https://thenewstack.io/building-ai-agent-harness
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👤 About the Author

Billy Odell Tucker-Robinson is the founder and host of Banking With Billy, an independent financial intelligence platform covering markets, stocks, AI, crypto, and world news. Billy operates a 24/7 live AI radio and Stock TV platform, hosts a growing Discord community, and produces daily content on YouTube @BankingWithBilly.

The Intelligence Network platform ingests the complete universe of structured global data across 32 intelligence categories — from scientific databases and government sources to AI ecosystems and global infrastructure. All articles are AI-generated under Billy's editorial direction using E-E-A-T journalism standards.

Contact: billyotucker@gmail.com309-332-1191

© Banking With Billy Intelligence Network — All rights reserved. • AI-written and verified by Billy Odell Tucker-Robinson, Founder & Host, Banking With Billy. • Published: 2026-08-30T15:16:18.618Z • Permanent URL: https://intel-news.bankingwithbilly.com/a/your-ai-agent-is-only-as-good-as-the-harness-around-it-1e1irh • Part of the Banking With Billy Network — BWB NewsBWB BooksIntelligence BooksYouTubeDiscordX @BillyOfYoutubebillyotucker@gmail.com • 309-332-1191
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