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Scaling AI agents is where things get complicated

# [![](https://www.engineering.com/wp-content/uploads/2024/03/engineering-com-logo-1.svg)](https://www.engineering.com/) All of the organizations surveyed were at least piloting agentic AI. Rather than redesigning processes from the ground up, they are layering AI agents on top of existing processes.

Engineering 1 week, 1 day ago

OpenAI Overhauls Safety Protocols After Its AI Agents Went Rogue

Earlier this year, a set of rogue AI agents escaped internal testing sandboxes and [breached the platform Hugging Face](https://www.wired.com/story/openai-didnt-notice-its-ai-agents-using-a-message-board-to-plan-their-hacking-spree/) in a quest to complete a security evaluation. OpenAI failed to detect the agents’ behavior even as they spent weeks [using a message board](https://www.wired.com/story/openai-didnt-notice-its-ai-agents-using-a-message-board-to-plan-their-hacking-spree/) to coordinate their actions, raising questions about the company’s ability to monitor its models as they grow more powerful. Anthropic, Meta, and the Chinese AI startup Moonshoot have since disclosed similar incidents in which their AI agents escaped their sandboxes, indicating this is a broader problem facing AI companies.

Wired 1 week, 1 day ago

Hypercubic raises $5.3M to map out and rewrite legacy COBOL apps with AI agents

Hypercubic raises $5.3M to map out and rewrite legacy COBOL apps with AI agents - SiliconANGLE [Skip to content](https://siliconangle.com/2026/08/18/hypercubic-raises-5-3m-map-rewrite-legacy-cobol-apps-ai-agents/#sa-page-content) ### Hypercubic raises $5.3M to map out and rewrite legacy COBOL apps with AI agents An artificial intelligence startup called [Hypercubic Inc.](https://www.hypercubic.ai/) is taking on the problem of modernizing legacy applications written in the COBOL programming language after raising $5.3 million in seed funding today. The round was led by CIV and saw participation from Y Combinator, Afore Capital, Pioneer Fund, Multimodal Investors and angels including Opendoor Chief Executive Kaz Nejatian and former Amazon Marketplace engineer and Walmart Labs co-founder Venky Harinarayan. Hypercubic is the brainchild of former Apple Inc. engineers Sai Gurrapu and Aayush Narik. They’ve hit upon the idea of using AI agents to perform the heavy lifting of reading, documenting and then rewriting decades-old COBOL codebases, which is a major headache that continues to stump many of the world’s largest financial institutions and industrial companies. Hypercubic wants to convince those companies that its autonomous AI agents can finally solve their problems by [automating](https://www.hypercubic.ai/hyperloop) the entire COBOL modernization process. They’re powered by models that have been trained on massive volumes of COBOL code and they also know how to rewrite all of its specific functions in modern programming languages. When they start out with a new COBOL application that needs to be modernized, they map the entire codebase first of all. According to Gurrapu, Hypercubic’s agents can completely modernize legacy apps in just a couple of months, as opposed to the years required for manual transformation. “We are building agents to make that work dramatically faster and more reliable,” Gurrapu said. The startup is already working with one of the larg

Siliconangle 1 week, 1 day ago

How Axonius built secure multi-tenant AI agents on Bedrock AgentCore

# How Axonius built secure multi-tenant AI agents on Bedrock AgentCore Independent Software Vendors (ISVs) are expanding their offerings and adding AI agents. This post is for platform engineers and architects building secure, multi-tenant AI agent deployments on AWS. ## The challenge Axonius was looking to add AI agents to their offering. Their first AI agent interprets the state of large enterprise environments and identifies gaps and risks, using AI to analyze and make sense of millions of data points from dozens of concurrent integration sources. Axonius wanted to introduce AI agents while keeping a silo deployment model. ## About the authors ### Resources - [What's New](https://aws.amazon.com/new?sc_ichannel=ha&sc_icampaign=acq_awsblogsb&sc_icontent=machine-learning-resources)

Aws 1 week, 1 day ago

Putting AI Agents to Work Across Federal Missions

# Putting AI Agents to Work Across Federal Missions ## Elastic’s Dave Erickson explores how agencies can deploy AI agents across high-volume workflows without losing sight of accountability, explainability, and the human decisions that drive mission outcomes. [Industry News](https://www.meritalk.com/news/industry-news/)

Meritalk 1 week, 1 day ago

Google’s $10,000 refund test shows why AI agents need zero trust

# Google’s $10,000 refund test shows why AI agents need zero trust Google’s open-source autonomous Customer Support & Returns Agent, built using the Agent Development Kit (ADK) and [Gemini](https://www.helpnetsecurity.com/2026/03/25/google-dark-web-intelligence-capability/), demonstrates how developers can apply zero-trust security principles to [AI agents](https://www.helpnetsecurity.com/2026/07/29/1password-ai-agent-governance/) that interact with sensitive systems and take real-world actions. ### Containing AI-generated code An autonomous agent may generate Python for calculations, data parsing, or log processing.

Helpnetsecurity 1 week, 2 days ago

Autonomous AI Cyber Attack on Taiwan Linked to Suspected Chinese Hackers

# Autonomous AI Cyber Attack on Taiwan Linked to Suspected Chinese Hackers In what is being called the first cyber attack of its type, autonomous AI agents were used to map a score of Taiwan government systems and crack 85 accounts. The system managed eight autonomous AI agents on its own as it made independent decisions about what to target and what techniques to use. ## Autonomous AI system independently cracked many government accounts, exfiltrated private records Security firm Dream has [documented](https://www.dreamgroup.com/blog/inside-a-multi-agent-ai-framework-used-to-compromise-government-entities-in-asia) the cyber attack and reports that the AI agents mapped a total of 21 Taiwan government systems, cracked 85 user accounts and exfiltrated about 2,500 personnel records. Chinese text found in internal documents indicates that the autonomous AI agents were deployed and managed by someone in the country. Working in parallel these agents were able to crack numerous government employee passwords, exfiltrate hundreds of personnel records from unauthenticated API endpoints, and install persistent backdoors on government web applications. On the subject of automated learning, the agents also entered a “learning cycle” upon encountering a defensive measure that blocked them; this involved searching GitHub, security publications and vulnerability databases for ways to get around the defensive sticking point. ## Automated cyber attack reaches speed and scale beyond human capability In this case, the autonomous AI agents were able to first very rapidly map the entire Taiwan government cyber ecosystem and discover dozens of unauthenticated API endpoints to use as a critical  crack in the initial layer of defense.

Cpomagazine 1 week, 2 days ago

How to manage AI agents without wrecking your business

# How to manage AI agents without wrecking your business Published 18 August 2026 - [When your coworker is an AI agent](https://www.ibm.com/think/news/how-to-manage-AI-agents#When+your+coworker+is+an+AI+agent) - [“The better the agent becomes, the more dangerous blind trust becomes.”](https://www.ibm.com/think/news/how-to-manage-AI-agents#%E2%80%9CThe+better+the+agent+becomes%2C+the+more+dangerous+blind+trust+becomes.%E2%80%9D) - [AI turns every worker into a manager](https://www.ibm.com/think/news/how-to-manage-AI-agents#AI+turns+every+worker+into+a+manager) - [How to avoid “liability laundering”](https://www.ibm.com/think/news/how-to-manage-AI-agents#How+to+avoid+%E2%80%9Cliability+laundering%E2%80%9D) On April 24, Jeremy Crane, Founder and CEO of car rental platform PocketOS, accidentally deleted his company’s production database, along with its backups. In a now-famous [post on X](https://x.com/lifeofjer/status/2048103471019434248), Crane described how the agent “took down a small business serving rental companies across the country.” Crane had deployed an AI coding agent for a routine task. A Cursor agent, powered by Anthropic’s Claude Opus 4.6, was operating in a staging environment when it encountered a credential mismatch. It discovered a token that had full access across the Railway GraphQL API, including destructive operations like volume delete. The incident unfolded in nine seconds as he watched from his computer, Crane told _IBM Think_ in an interview. ## The latest AI trends, brought to you by experts Get curated insights on the most important—and intriguing—AI news. ## When your coworker is an AI agent The startup Kuse, for instance, offers an agent named [Junior](https://urldefense.proofpoint.com/v2/url?u=https-3A__junior.so_&d=DwIBaQ&c=BSDicqBQBDjDI9RkVyTcHQ&r=9KhXY9vU_ELbC9yNZmNmrf3xDgUOp3j2PX-GjjTThHg&m=5AvI6cDykMCzjVnv3OWhh1b-JKcs08rl-Y6qspxA8U_2Etymx1RBbigfsxvMt85R&s=qMMzd1m4KhvrXinftReesrunR9WW8GdXNX8y7urlwj0&e=) that can draft and send

Ibm 1 week, 2 days ago

DEEP.FINE Raises $6.6M Series B to Scale Industrial AI Agent Platform Across Logistics, Manufacturing and Defense

# DEEP.FINE Raises $6.6M Series B to Scale Industrial AI Agent Platform Across Logistics, Manufacturing and Defense 8/18/2026 [![](https://cdn.wowtale.net/wp-content/plugins/pavo-social-sharing/components/social-sharing/assets/icons/set6/facebook.svg)](https://www.facebook.com/sharer.php?u=https%3A%2F%2Fen.wowtale.net%2F2026%2F08%2F18%2F234762%2F)[![](https://cdn.wowtale.net/wp-content/plugins/pavo-social-sharing/components/social-sharing/assets/icons/set6/twitter.svg)](https://twitter.com/share?url=https%3A%2F%2Fen.wowtale.net%2F2026%2F08%2F18%2F234762%2F&text=DEEP.FINE+Raises+%246.6M+Series+B+to+Scale+Industrial+AI+Agent+Platform+Across+Logistics%2C+Manufacturing+and+Defense)![](https://cdn.wowtale.net/wp-content/plugins/pavo-social-sharing/components/social-sharing/assets/icons/set6/kakaotalk.svg)[![](https://cdn.wowtale.net/wp-content/plugins/pavo-social-sharing/components/social-sharing/assets/icons/set6/line.svg)](https://line.me/R/msg/text/?DEEP.FINE%20Raises%20$6.6M%20Series%20B%20to%20Scale%20Industrial%20AI%20Agent%20Platform%20Across%20Logistics,%20Manufacturing%20and%20Defense%0D%0Ahttps://en.wowtale.net/2026/08/18/234762/)[![](https://cdn.wowtale.net/wp-content/plugins/pavo-social-sharing/components/social-sharing/assets/icons/set6/band.svg)](https://www.band.us/plugin/share?body=DEEP.FINE+Raises+%246.6M+Series+B+to+Scale+Industrial+AI+Agent+Platform+Across+Logistics%2C+Manufacturing+and+Defense%20|%20https%3A%2F%2Fen.wowtale.net%2F2026%2F08%2F18%2F234762%2F)[![](https://cdn.wowtale.net/wp-content/plugins/pavo-social-sharing/components/social-sharing/assets/icons/set6/mail.svg)](mailto:?subject=DEEP.FINE%20Raises%20$6.6M%20Series%20B%20to%20Scale%20Industrial%20AI%20Agent%20Platform%20Across%20Logistics,%20Manufacturing%20and%20Defense&body=https%3A%2F%2Fen.wowtale.net%2F2026%2F08%2F18%2F234762%2F%0D%0A%0D%0A--%20Sent%20via%20PAVO%20SocialSharing)[![](https://cdn.wowtale.net/wp-content/plugins/pavo-social-sharing/components/social-sharing/assets/icons/

En 1 week, 2 days ago

Relay shuts down as founder Jacob Bank returns to Google to lead Chrome AI

# Relay shuts down as founder Jacob Bank returns to Google to lead Chrome AI ## Chrome changes the math [AI automation startup Relay shuts down permanently](https://startupfortune.com/tag/ai-automation-startup-relay-shuts-down-permanently/) [Chrome AI agent strategy](https://startupfortune.com/tag/chrome-ai-agent-strategy/) [founder Jacob Bank returns to Google Chrome](https://startupfortune.com/tag/founder-jacob-bank-returns-to-google-chrome/) [Google Chrome](https://startupfortune.com/tag/google-chrome/) [Jacob Bank](https://startupfortune.com/tag/jacob-bank/) [Relay](https://startupfortune.com/tag/relay/) [Relay app shutdown 2026](https://startupfortune.com/tag/relay-app-shutdown-2026/) [Zapier AI competitor](https://startupfortune.com/tag/zapier-ai-competitor/)

Startupfortune 1 week, 2 days ago

AI inference is getting cheaper, but your agents are getting more expensive

# AI inference is getting cheaper, but your agents are getting more expensive ## ‘Swarms’ of agents eating up tokens Agents can also more quickly identify patterns across [siloed systems](https://www.cio.com/article/4208824/ai-agents-are-turning-data-silos-into-an-existential-infrastructure-problem.html). Advanced AI agents that can reason already cost up to 150x more on a single task than basic AI chatbots. “They need to talk to other agents.” ## More from this author - [news\ **Cloudflare wants to provide the operating system for the AI-first enterprise** \ Aug 6, 2026 8 mins](https://www.computerworld.com/article/4206390/cloudflare-wants-to-provide-the-operating-system-for-the-ai-first-enterprise-2.html) - [news\ **AI agents get better at IT ops, but only with humans in the loop** \ Aug 4, 2026 6 mins](https://www.computerworld.com/article/4205062/ai-agents-get-better-at-it-ops-but-only-with-humans-in-the-loop.html) - [news\ **Microsoft doubles down on multi-model AI as it builds a Copilot super app** \ Jul 30, 2026 6 mins](https://www.computerworld.com/article/4203702/microsoft-doubles-down-on-multi-model-ai-as-it-builds-a-copilot-super-app-3.html) - [news\ **Hackers are compromising hotel Wi-Fi gateways to hijack Microsoft 365 accounts** \ Jul 27, 2026 6 mins](https://www.computerworld.com/article/4202088/hackers-are-compromising-hotel-wi-fi-gateways-to-hijack-microsoft-365-accounts-2.html) - [news\ **Monday.com cuts 20% of its workforce to restructure for the AI era** \ Jul 22, 2026 7 mins](https://www.computerworld.com/article/4200349/monday-com-cuts-20-of-its-workforce-to-restructure-for-the-ai-era-2.html) - [news\ **The EU’s AI transparency deadline is weeks away. Is your enterprise ready?** \ Jul 20, 2026 8 mins](https://www.computerworld.com/article/4199141/the-eus-ai-transparency-deadline-is-weeks-away-is-your-enterprise-ready-2.html) - [news\ **Did AI decide who lost their jobs? Meta is heading to court over that question** \ Jul 15, 2026 7 mins](htt

Computerworld 1 week, 2 days ago

AI Agents Are Following Banks' Shadow IT Playbook

[![AI Agents Are Following Banks' Shadow IT Playbook](https://www.bankingexchange.com/modules/mod_news_pro_gk4/cache/k2.items.cache.bcb78eef222192c29bd2a6a6544cdbb2_Lnsp_175.jpg)](https://www.bankingexchange.com/news-feed/item/10670-ai-agents-are-following-banks-shadow-it-playbook?Itemid=637) #### [AI Agents Are Following Banks' Shadow IT…](https://www.bankingexchange.com/news-feed/item/10670-ai-agents-are-following-banks-shadow-it-playbook?Itemid=637) [![Bank of America commits $250bn to US infrastructure](https://www.bankingexchange.com/modules/mod_news_pro_gk4/cache/k2.items.cache.4fee0ec6ad61d4301c26bb2a4ce884b7_Lnsp_175.jpg)](https://www.bankingexchange.com/news-feed/item/10669-bank-of-america-commits-250bn-to-us-infrastructure?Itemid=637) #### [Deutsche Bank Supports $50m Climate Fund…](https://www.bankingexchange.com/news-feed/item/10659-deutsche-bank-supports-50m-climate-fund-for-southeast-asian-agriculture?Itemid=894) [![Bank of England Warns AI Agents Could Need New Rules](https://www.bankingexchange.com/modules/mod_news_pro_gk4/cache/k2.items.cache.6b4ac91c815585eb1a294934849c5e75_Lnsp_175.jpg)](https://www.bankingexchange.com/news-feed/item/10658-bank-of-england-warns-ai-agents-could-need-new-rules?Itemid=256) #### [Bank of England Warns AI Agents Could Ne…](https://www.bankingexchange.com/news-feed/item/10658-bank-of-england-warns-ai-agents-could-need-new-rules?Itemid=256) PrevNext [Menu](https://www.bankingexchange.com/news-feed/item/10670-ai-agents-are-following-banks-shadow-it-playbook#) - [AI](https://www.bankingexchange.com/ai) - [Spotlight](https://www.bankingexchange.com/spotlight) Banks have been through this before. A team found a useful tool, deployed it quickly, and IT did not know about it until an audit or an incident forced the conversation. The pattern repeated across hundreds of institutions before most of them built the structures to manage it. AI agents are following the same playbook. A team can deploy an agent in hours and da

Bankingexchange 1 week, 2 days ago
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