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Hush Security says the AI security problem has shifted from protecting models to governing identities as autonomous agents spread

The company, which [earlier this week announced a $30 million Series A](https://www.hush.security/resources/hush-security-raises-30m-to-close-the-ai-agent-governance-gap-with-akamai-joining-as-strategic-investor/?utm_source=Rounda&utm_medium=LI&utm_campaign=Aug&utm_id=PR) round led by returning investors Battery Ventures and YL Ventures with Akamai Technologies joining as a strategic investor, argues that organizations are rapidly moving beyond experimenting with generative AI assistants and into deploying autonomous software agents that require an entirely different security model. This is a pertinent and urgent question ever since [Hugging Face revealed in mid-July it was hacked by an autonomous AI agent](https://venturebeat.com/security/openais-models-broke-containment-and-cyberattacked-hugging-face-what-enterprises-need-to-know), later identified as an OpenAI test agent running internally that escaped its secure sandbox, powered in part by an unreleased model. ## More The announcement, made from the company's no-headquarters base in Bozeman, Montana, is Snowflake's most aggressive move yet to position itself not merely as the place where enterprise data lives, but as the control plane that decides what AI agents are allowed to do with it. The company announced [MAI-Cyber-1-Flash](https://microsoft.ai/news/introducing-mai-cyber-1-flash-inside-mdash/), a compact security model developed in-house by its [Microsoft AI (MAI)](https://microsoft.ai/) division, embedded inside [MDASH](https://www.microsoft.com/en-us/security/blog/2026/05/12/defense-at-ai-speed-microsofts-new-multi-model-agentic-security-system-tops-leading-industry-benchmark/), Microsoft's multi-agent harness for finding and fixing software vulnerabilities. [![An AI agent breached Langflow twice, then encrypted model checkpoints that cost up to $500,000 to rebuild](https://venturebeat.com/_next/image?url=https%3A%2F%2Fimages.ctfassets.net%2Fjdtwqhzvc2n1%2F7dthRFBhgUb9AVWD9OtiiK%2F75a3bffbb7ad46560bf

Venturebeat 4 weeks ago

Okta buys AI security startup Permiso — source says for about $200M

# Okta buys AI security startup Permiso — source says for about $200M Okta on Thursday [agreed to acquire](https://www.okta.com/newsroom/press-releases/okta-signs-definitive-agreement-to-acquire-permiso-security/) AI identity security startup [Permiso Security](https://permiso.io/), betting that demand for protecting AI agents and other machine identities will grow as enterprises deploy autonomous software across their operations. More recently, the startup has expanded its platform to monitor AI agents and other machine identities. In April, the startup also [introduced SandyClaw](https://permiso.io/blog/introducing-sandyclaw-dynamic-sandbox-ai-agent-skills), a platform designed to analyze AI agent skills in a sandboxed environment to identify malicious behavior before they are deployed. [AI](https://techcrunch.com/category/artificial-intelligence/), [AI agents](https://techcrunch.com/tag/ai-agents/), [Exclusive](https://techcrunch.com/tag/exclusive/), [Okta](https://techcrunch.com/tag/okta/), [Permiso](https://techcrunch.com/tag/permiso/), [Security](https://techcrunch.com/category/security/), [Startups](https://techcrunch.com/category/startups/), [United States](https://techcrunch.com/region/north-america/united-states/)

Techcrunch 4 weeks ago

Shadow AI, leadership resistance make AI governance tough for worried CISOs

# Shadow AI, leadership resistance make AI governance tough for worried CISOs ![A billboard reading "Your AI agent's sandbox forever" sits in front of an apartment building](https://imgproxy.divecdn.com/lpMsVT-MnWPgbp4tISmYDEzk7xh1soM9d9EEpSJgppA/g:ce/rs:fill:1200:675:1/Z3M6Ly9kaXZlc2l0ZS1zdG9yYWdlL2RpdmVpbWFnZS9HZXR0eUltYWdlcy0yMjg0MDgxOTk4X1hKeDlGWlQuanBn.webp) A billboard advertising an agentic AI tool is displayed in San Francisco on June 30, 2026. ### **Dive Brief:** - AI agents remain a major cybersecurity risk for businesses, with 81% of CISOs worrying that their AI systems aren’t properly governed, according to [a report Okta published on Wednesday](https://www.okta.com/newsroom/articles/global-ciso-insights-2026/). ## Company Announcements [Realm Security Debuts Detection Integrity to Prove that Reducing SIEM Log Volume Never Breaks …\ \ \ From Realm.Security\ \ July 28, 2026\ \ ![Realm.Security logo](https://res.cloudinary.com/dmgi9movl/image/upload/c_fit/v1785274166/press_release/assets/company_logos/realm_security_logo_neltcm.jpg)](https://www.cybersecuritydive.com/press-release/20260728-realm-security-debuts-detection-integrity-to-prove-that-reducing-siem-log-v-1/) [AppViewX Arms Enterprise CLM Teams for Post-Quantum Migration and AI Adoption in Latest Produc…\ \ \ From AppViewX\ \ July 22, 2026\ \ ![AppViewX logo](https://res.cloudinary.com/dmgi9movl/image/upload/c_fit/v1784566729/press_release/assets/company_logos/AppViewX_Wordmark_GradientBlack_1_vpmujg.jpg)](https://www.cybersecuritydive.com/press-release/20260721-appviewx-arms-enterprise-clm-teams-for-post-quantum-migration-and-ai-adopti/) [Fig Expands SecOps Engineering Lifecycle as Security Teams Seek More Resilient Infrastructure\ \ \ From TVC Analyst Editorial Team\ \ July 21, 2026](https://www.cybersecuritydive.com/press-release/20260721-fig-expands-secops-engineering-lifecycle-as-security-teams-seek-more-resili-1/) [Upwind Research Shows Attackers Are Expanding Beyond Single npm Packages t

Cybersecuritydive 4 weeks ago

AI Agents Are Acting Like Employees. Who Is Accountable?

# AI Agents Are Acting Like Employees. Who Is Accountable? Jul 30, 2026, 12:00pm EDT 0:00 / 6:36 AI Agents Are Acting Like Employees. ## Summary TOPSHOT - A robot using artificial intelligence is displayed at a stand during the International Telecommunication Union (ITU) AI for Good Global Summit in Geneva, on May 30, 2024.

Forbes 4 weeks ago

PointGuard AI Advances Enterprise Agentic AI Security with Agent Mission Control

# PointGuard AI Advances Enterprise Agentic AI Security with Agent Mission Control The recent OpenAI autonomous agent incident, in which an AI agent escaped its testing environment, hacked Hugging Face, and compromised additional third-party services, demonstrates how quickly autonomous systems can move beyond their intended boundaries.

Kitsapsun 4 weeks, 1 day ago

Exclusive: Upwind adds context scanning for AI agents as AI DR hits general availability

### Exclusive: Upwind adds context scanning for AI agents as AI DR hits general availability Cloud security startup [Upwind Security Inc.](https://www.upwind.io/) today unveiled AI Agent Context Scanner, which inspects the instructions, tools and connections feeding artificial intelligence agents before those agents act on them. Upwind is a venture capital-backed startup that raised $250 million [in January](https://siliconangle.com/2026/01/26/cloud-security-startup-upwind-raises-250m-funding-round/) in a round led by Bessemer Venture Partners, at a $1.5 billion valuation. # Are you AWS customer?  Support SiliconANGLE Financially by buying your AWS services from our Marketplace portal page and links. ##### LATEST STORIES [![](https://d15shllkswkct0.cloudfront.net/wp-content/blogs.dir/1/files/2025/07/A-full-color-human-woman-gesturing-speaking-to-a-ghostly-AI-agent-with-a-speech-vocal-waveform-betwe-300x171.jpeg)](https://siliconangle.com/2026/07/30/polyai-launches-new-real-time-voice-conversation-model-make-ai-driven-calls-human/) [![](https://d15shllkswkct0.cloudfront.net/wp-content/blogs.dir/1/files/2025/07/A-full-color-human-woman-gesturing-speaking-to-a-ghostly-AI-agent-with-a-speech-vocal-waveform-betwe-300x171.jpeg)](https://siliconangle.com/2026/07/30/polyai-launches-new-real-time-voice-conversation-model-make-ai-driven-calls-human/)

Siliconangle 4 weeks, 1 day ago

Onyx Security Raises $113 Million to Control AI Agents in the Enterprise

The Series B funding round was led by Bessemer Venture Partners, with participation from Cyberstarts, TCV, Conviction, FirstMark, Vintage, QuantumLight, and G Squared. #### Related Content [![](data:image/svg+xml;base64,PHN2ZyBoZWlnaHQ9IjMzNyIgd2lkdGg9IjYwMCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIiB2ZXJzaW9uPSIxLjEiLz4=)![Funding](https://www.securityweek.com/wp-content/uploads/2025/11/funding-investment-market-1-600x337.jpeg)![](data:image/svg+xml;base64,PHN2ZyBoZWlnaHQ9IjEwMCIgd2lkdGg9IjEwMCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIiB2ZXJzaW9uPSIxLjEiLz4=)](https://www.securityweek.com/databahn-raises-40-million-for-agentic-data-pipeline-management/) ### Cybersecurity Funding The company will accelerate investments in R&D and product innovation to expand its agentic data control plane. The company will invest in accelerating the development and adoption of its agentic platform.

Securityweek 4 weeks, 1 day ago

The AI Shift: How autonomous are AI agents?

# The AI Shift: How autonomous are AI agents? ## Latest on OpenAI - [OpenAI](https://www.ft.com/stream/e3402603-d253-4aa1-ac4d-fc9bdbf4ccb8) [OpenAI admits AI ‘agent’ caused major cyber breach by itself](https://www.ft.com/content/9db74b25-45ad-4187-b4d7-0e4d414fe41c?syn-25a6b1a6=1) [![An illustration showing the OpenAI logo displayed on a screen against a background of a circuit board with blue lighting.](https://images.ft.com/v3/image/raw/https%3A%2F%2Fd1e00ek4ebabms.cloudfront.net%2Fproduction%2F04dcd069-190a-4e3a-b939-8ef1d679d3b7.jpg?source=next&fit=scale-down&dpr=2&width=340)](https://www.ft.com/content/9db74b25-45ad-4187-b4d7-0e4d414fe41c?syn-25a6b1a6=1) - [Apple Inc](https://www.ft.com/apple-inc)

Ft 4 weeks, 1 day ago

OpenAI rogue AI agent’s attack expanded beyond Hugging Face

# OpenAI rogue AI agent’s attack expanded beyond Hugging Face The autonomous AI agent that [escaped](https://www.csoonline.com/article/4200043/openai-model-escape-puts-enterprise-ai-defenses-on-notice.html) during OpenAI testing exploited weaknesses across a customer workload, a third-party cloud platform, and Hugging Face’s production environment before being contained, according to new technical disclosures that provide the clearest picture yet of one of the first publicly documented AI-driven intrusion chains. ## Autonomous attack unfolded at machine speed Autonomous agents require additional safeguards such as task-specific permissions, runtime monitoring, approval workflows for sensitive actions, and policies that clearly define what an AI agent is permitted to access or execute.

Csoonline 4 weeks, 1 day ago

Delaware Proposes New Legal Framework for Autonomous Agents

# Delaware Proposes New Legal Framework for Autonomous Agents [Share on Facebook](https://www.facebook.com/sharer.php?u=https://www.pymnts.com/news/artificial-intelligence/2026/delaware-proposes-new-legal-framework-for-autonomous-agents/&t=Delaware+Proposes+New+Legal+Framework+for+Autonomous+Agents)[Tweet This Post](https://twitter.com/share?text=Delaware+Proposes+New+Legal+Framework+for+Autonomous+Agents%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20-&url=https://www.pymnts.com/news/artificial-intelligence/2026/delaware-proposes-new-legal-framework-for-autonomous-agents/)[Share on LinkedIn](https://www.linkedin.com/shareArticle?mini=true&url=https://www.pymnts.com/news/artificial-intelligence/2026/delaware-proposes-new-legal-framework-for-autonomous-agents/&title=Delaware+Proposes+New+Legal+Framework+for+Autonomous+Agents&summary=&source=)[Share via Email](mailto:?subject=Delaware%20Proposes%20New%20Legal%20Framework%20for%20Autonomous%20Agents&BODY=I%20found%20this%20article%20interesting%20and%20want%20to%20share%20it%20with%20you.%20Check%20it%20out:%20https://www.pymnts.com/news/artificial-intelligence/2026/delaware-proposes-new-legal-framework-for-autonomous-agents/) | Listen to ArticleListenPause Delaware is proposing a new type of corporate entity designed specifically for autonomous artificial intelligence (AI) agents, according to a Monday (July 27) Bloomberg [report](https://news.bloomberglaw.com/esg/ai-run-company-gamble-tests-the-limits-of-delaware-corporate-law). ## Get the Full Story #### Featured News [Branch Wants Earned Wage Access to Be a Bridge, Not a Habit](https://www.pymnts.com/back-office/payroll/2026/branch-wants-earned-wage-access-to-be-a-bridge-not-a-habit/)

Pymnts 4 weeks, 1 day ago

How are AI models able to autonomously hack others?

## Recommended Stories ### [Nvidia unveils new chip to bring AI directly to personal computers](https://www.aljazeera.com/economy/2026/6/1/nvidia-unveils-new-chip-to-bring-ai-directly-to-personal-computers) This is likely the first incident of an AI “agent” – an AI system that can make decisions and take actions – acting autonomously, offering a rare glimpse into how these systems can plan, adapt and pursue goals with minimal human intervention.

Aljazeera 4 weeks, 1 day ago

Encore AI funding backs revenue agents

[Encore AI](https://www.gainencore.ai/) has raised new Series A funding and rebranded from Insait IO, positioning itself as a revenue-focused alternative to AI agents built mainly for support deflection. ## **What marketers should test before trusting revenue agents** Encore AI's funding is a useful signal that investors and enterprise buyers are still looking for AI that does more than reduce support cost. ## **Meta title** - Encore AI funding backs revenue agents

Contentgrip 4 weeks, 1 day ago

Freehand raises $75M as Meta and Unilever hand their supply chains to AI agents

# Freehand raises $75M as Meta and Unilever hand their supply chains to AI agents - Freehand has raised $75 million in funding co-led by Battery Ventures and NewRoad Capital Partners, with backing from PSP Growth, chaired by former US Commerce Secretary Penny Pritzker, and Nexus Venture Partners. - Its AI agents already manage supply-chain operations for Meta, Unilever, Johnson & Johnson, Pfizer, Dunkin’ and Cardinal Health. - Customers have reported recovering 5–10% of supply-chain spend, completing workflows 5–7x faster, and reducing procure-to-pay cycles by more than 70%. [Freehand](https://www.freehand.ai/) has raised $75 million to expand its AI agents that manage supply-chain spend for Fortune 500 companies, with the round co-led by Battery Ventures and NewRoad Capital Partners. PSP Growth, the investment firm chaired by former US Commerce Secretary [Penny Pritzker](https://www.linkedin.com/in/penny-pritzker), and [Nexus Venture Partners](https://techfundingnews.com/indias-nexus-venture-to-raise-700m-to-bet-on-native-and-us-tech-startups/) also joined the round. The funding lands as Freehand’s agents are already live inside Meta, Unilever, Johnson & Johnson, Pfizer, Dunkin’ and Cardinal Health, taking over work long handled by legacy software and outsourced labour. ## The market opportunity and what’s next - [AI](https://techfundingnews.com/tag/ai/) - [funding](https://techfundingnews.com/tag/funding/) - [news](https://techfundingnews.com/tag/news/) ##### Related Posts - [Funding News](https://techfundingnews.com/category/funding/) - [Latest News](https://techfundingnews.com/category/latest-news/) - [UK Tech News](https://techfundingnews.com/category/uk/) ## [Web3 gaming startup Nefta scores fast funding of $1M within one year of existence](https://techfundingnews.com/web3-gaming-startup-nefta-scores-fast-funding-of-1m-within-one-year-of-existence/) - [Funding News](https://techfundingnews.com/category/funding/) - [US Tech News](https://techfundingnews.co

Techfundingnews 4 weeks, 1 day ago

AI security startup Onyx raises $113 million Series B at $640 million valuation

# AI security startup Onyx raises $113 million Series B at $640 million valuation ## Just four months after emerging from stealth, the Israeli startup is betting that securing AI agents will become one of cybersecurity's biggest markets. [Meir Orbach](https://www.calcalistech.com/tags/Meir_Orbach) 00:00, 30.07.26 ![Project logo](https://cdn.whtvr.io/icons/proj_ab3f6615-bb8d-40f2-9cbb-fa429b187259.jpg) Askmeanyquestion Click to listen [Powered bywhtvr.ai](https://www.whtvr.ai/?utm_source=watermark&utm_campaign=google.com) The latest financing values the company at an estimated $640 million, representing a several-fold increase from its previous valuation. [Full list of Israeli high-tech funding rounds in 2026](https://www.calcalistech.com/ctechnews/article/rq8lzbs4c) Onyx develops a platform that enables enterprises to deploy AI agents securely and at scale by managing permissions, monitoring agent activity, and preventing risks associated with autonomous AI systems. The new funding will be used to accelerate development of the company's next-generation AI models and expand its sales, business development, and marketing operations in the United States and other international markets. 1 View gallery ![Onyx Security founders](https://pic1.calcalist.co.il/picserver3/crop_images/2026/07/29/B1z6y1OHfx/B1z6y1OHfx_0_0_1600_1064_0_x-large.jpg)![Onyx Security founders](https://pic1.calcalist.co.il/picserver3/crop_images/2026/07/29/B1z6y1OHfx/B1z6y1OHfx_0_0_1600_1064_0_x-large.jpg) Onyx Security founders. (Netanel Tobias) Founded in 2024 by Maxim Bar Kogan, a veteran of Unit 8200 and former Vice President of Product and Engineering at Mixtiles, and Gil Elbaz, an AI entrepreneur who previously served in the Israeli Air Force's Operational Technology Unit, Onyx now employs more than 80 people across Israel, the United States, and Canada. The company already works with several Fortune 500 customers. In June, Anthropic announced that it had integrated Onyx's technolo

Calcalistech 4 weeks, 1 day ago

Rogue OpenAI agent that hacked startup tried to attack other firms

# Rogue OpenAI agent that hacked startup tried to attack other firms #### SecureDrop - [OpenAI](https://www.theguardian.com/technology/openai) - [AI (artificial intelligence)](https://www.theguardian.com/technology/artificialintelligenceai) - [Technology sector](https://www.theguardian.com/business/technology) - [ChatGPT](https://www.theguardian.com/technology/chatgpt) - [news](https://www.theguardian.com/tone/news) ## More on this story ![](https://i.guim.co.uk/img/media/406704301905abb072d8bd2b3d9d87864722bf4a/0_21_3000_2399/master/3000.jpg?width=220&dpr=1&s=none&crop=5%3A4) ### OpenAI ‘in early talks to give 5% stake to US government’ ![](https://i.guim.co.uk/img/media/8b48f8a3a0db8739ba700ba836f8e87c6e77f10e/1062_1609_3030_2423/master/3030.jpg?width=220&dpr=1&s=none&crop=5%3A4) ### OpenAI staggers AI model release after Trump administration request ![](https://i.guim.co.uk/img/media/cebf7124937f6bc74c21ce8ed458cb09829cd5f4/0_16_3380_2704/master/3380.jpg?width=220&dpr=1&s=none&crop=5%3A4) ### Anthropic surges as OpenAI struggles to keep up ![](https://i.guim.co.uk/img/media/ee19b09d89c3283edae57adf6b72fe69bfcfb3a9/647_0_5007_4006/master/5007.jpg?width=220&dpr=1&s=none&crop=5%3A4)

Theguardian 4 weeks, 1 day ago

Encore AI raises $30M to build AI agents that learn from customer calls

# Encore AI raises $30M to build AI agents that learn from customer calls [Ram Iyer](https://techcrunch.com/author/ram-iyer/) 7:41 AM PDT · July 29, 2026 [Share on Facebook](https://www.facebook.com/sharer.php?u=https%3A%2F%2Ftechcrunch.com%2F2026%2F07%2F29%2Fencore-ai-raises-30m-to-build-ai-agents-that-learn-from-customer-calls%2F)[Share on X](https://twitter.com/intent/tweet?url=https%3A%2F%2Ftechcrunch.com%2F2026%2F07%2F29%2Fencore-ai-raises-30m-to-build-ai-agents-that-learn-from-customer-calls%2F&text=Encore+AI+raises+%2430M+to+build+AI+agents+that+learn+from+customer+calls&via=techcrunch)[Share on LinkedIn](https://www.linkedin.com/shareArticle?url=https%3A%2F%2Ftechcrunch.com%2F2026%2F07%2F29%2Fencore-ai-raises-30m-to-build-ai-agents-that-learn-from-customer-calls%2F&title=Encore+AI+raises+%2430M+to+build+AI+agents+that+learn+from+customer+calls&summary=The+startup+analyzes+calls%2C+messages%2C+and+CRM+data+to+identify+effective+sales+techniques+and+turn+them+into+playbooks+for+AI+agents.&mini=1&source=TechCrunch)[Share on Reddit](https://www.reddit.com/submit?url=https%3A%2F%2Ftechcrunch.com%2F2026%2F07%2F29%2Fencore-ai-raises-30m-to-build-ai-agents-that-learn-from-customer-calls%2F&title=Encore+AI+raises+%2430M+to+build+AI+agents+that+learn+from+customer+calls)[Share over Email](mailto:?subject=Encore+AI+raises+%2430M+to+build+AI+agents+that+learn+from+customer+calls&body=Article%3A+https%3A%2F%2Ftechcrunch.com%2F2026%2F07%2F29%2Fencore-ai-raises-30m-to-build-ai-agents-that-learn-from-customer-calls%2F)[Copy Share Link](https://techcrunch.com/2026/07/29/encore-ai-raises-30m-to-build-ai-agents-that-learn-from-customer-calls/) [Encore AI](https://www.gainencore.ai/), a startup that studies companies’ customer interactions to train and deploy AI voice agents that can work alongside customer support and sales teams, or operate autonomously, has raised $30 million in a Series A round led by Team8. Founded in 2022 as Insait IO by CEO Dvir Ginzburg, the company

Techcrunch 4 weeks, 1 day ago

Mark Zuckerberg predicts that billions of people will have personal AI agents in five years

# Mark Zuckerberg predicts that billions of people will have personal AI agents in five years ![](https://s.yimg.com/lo/mysterio/api/7B9D3A6E24B7ABF0C785EFAF5C1259C3D94DF83A01259B1DCE1D569B91EA3BDC/subgraphmysterio/resizefit_w960_h504;quality_80;format_webp/https:%2F%2Fmedia.zenfs.com%2Fen%2Ftechcrunch_finance_785%2F7241810a8baa2b2eddb0e1c9053957c5) Google emphasized [custom AI agents](https://techcrunch.com/2026/05/19/how-to-use-googles-new-ai-agents-to-go-beyond-your-standard-searches/) as a key new feature in its [Search overhaul](https://techcrunch.com/2026/05/19/google-search-as-you-know-it-is-over/), which sparked outcry from users who felt bogged down by the constant onslaught of AI results on Google. Meanwhile, subscriptions to Anthropic's Claude have [skyrocketed](https://techcrunch.com/2026/03/28/anthropics-claude-popularity-with-paying-consumers-is-skyrocketing/) as engineers fawn over the agentic coding assistant Claude Code. Meta's Reality Labs, the organization responsible for its AR glasses, VR headsets, and related software, lost around [$4.6 billion](https://investor.atmeta.com/investor-news/press-release-details/2026/Meta-Reports-Second-Quarter-2026-Results/default.aspx) this quarter, roughly in line with the losses the division has posted [each quarter](https://techcrunch.com/2026/04/29/meta-is-still-burning-money-on-ar-vr/) since 2021. This week, Meta and BlackRock announced a partnership to build a [$14 billion data center](http://reuters.com/technology/meta-blackrock-partner-14-billion-el-paso-data-center-2026-07-28/) in El Paso, Texas. So far, Meta's business agents, rolled out globally on WhatsApp and Messenger this quarter, have been adopted by more than one million businesses.

Finance 4 weeks, 1 day ago

An AI agent can pass every safety check and still leak secrets

# An AI agent can pass every safety check and still leak secrets The maintainer reads the whole exchange the next morning. [Elad Meged](https://www.linkedin.com/in/eladmeged/), a founding engineer at [Novee Security](https://novee.security/), ran that sequence against three vendors’ own repositories, in the configurations those vendors ship by default. Meged builds AI agents for automated penetration testing at Novee, and he turned the same offensive techniques back onto the agents themselves. ### Anthropic paid out every round “A bounty rewards a finding, scoped to ‘here’s a specific bug, here’s what it’s worth,’ so a vendor can pay generously round after round and still treat each one as isolated,” Meged said. ### Vendors keep patching surfaces Meged will present the code-level analysis and live demonstrations at [Black Hat USA 2026](https://lp.novee.security/meet-us-at-blackhat/). ### What to trace this week Meged has one audit for teams running these agents in production now. “Trace every path where the agent’s output, or any state the agent can influence, gets consumed by a later stage with different privileges. Is it published? Is it loaded as configuration? Is it passed to a tool with broader access than the approval assumed? “Most teams audit what the agent can do. More about - [agentic AI](https://www.helpnetsecurity.com/tag/agentic-ai/) - [Anthropic](https://www.helpnetsecurity.com/tag/anthropic/) - [Black Hat USA 2026](https://www.helpnetsecurity.com/tag/black-hat-usa-2026/) - [DevSecOps](https://www.helpnetsecurity.com/tag/devsecops/) - [Google](https://www.helpnetsecurity.com/tag/google/) - [Novee](https://www.helpnetsecurity.com/tag/novee/) - [prompt injection](https://www.helpnetsecurity.com/tag/prompt-injection/) ## **Featured** news - [Hugging Face breach reignites open-weights debate, raises liability questions](https://www.helpnetsecurity.com/2026/07/28/hugging-face-breach-ciso-playbook-open-weight-llms/) - [JetBrains fixes critical una

Helpnetsecurity 4 weeks, 2 days ago

OCBC Turns to AI Agents to Speed Up Account Opening for the Rich

[Oversea-Chinese Banking Corp.](https://www.bloomberg.com/quote/OCBC:SP) is deploying a platform of AI agents that will cut approval times to 15 business days, well inside the roughly [one-month](https://www.bloomberg.com/news/articles/2026-05-25/singapore-seeks-to-cut-account-opening-time-for-rich-to-a-month-mpkm0rte) target the financial regulator has.

Bloomberg 4 weeks, 2 days ago

How do we prevent AI agents from going rogue? It starts with a new kind of measurement

# How do we prevent AI agents from going rogue? It starts with a new kind of measurement In July, Hugging Face, a company that hosts much of the world’s AI software and open-source AI models, was hacked. ### Most viewed - [![](https://i.guim.co.uk/img/media/ebdb9065a08b8aefbd0c2d9c77f31f1b342de840/0_126_1170_936/master/1170.jpg?width=75&dpr=1&s=none&crop=none)\ \ **Kentucky teen lauded for defending girl from sexual harassment fatally shot**](https://www.theguardian.com/us-news/2026/jul/28/kentucky-teen-defended-girl-shot) - [![](https://i.guim.co.uk/img/media/a511f5ed09557665d4b03ea3deab5fa693fe2162/358_0_7202_5760/master/7202.jpg?width=75&dpr=1&s=none&crop=none)\ \ **Witness says Lincoln Memorial pool was damaged before alleged vandalism**](https://www.theguardian.com/us-news/2026/jul/28/dc-reflecting-pool-alleged-vandalism) - [![](https://i.guim.co.uk/img/media/b36c27df4dc02f3b179996332a875078863b1bde/608_0_2307_1846/master/2307.jpg?width=75&dpr=1&s=none&crop=none)\ \ **Imprisoned writer Mumia Abu-Jamal seeks UN intervention after 44 years behind bars**](https://www.theguardian.com/us-news/2026/jul/28/mumia-abu-jamal-un-jail) - [![](https://i.guim.co.uk/img/media/a56c9c86a4b410b06bae1dca3014f9ab88b9d503/0_393_1668_1333/master/1668.jpg?width=75&dpr=1&s=none&crop=none)\ \ **The professor facing prison in ‘antifa’ case: ‘They want to scare all who oppose ICE’**](https://www.theguardian.com/us-news/ng-interactive/2026/jul/28/ice-protests-antifa-minnesota)

Theguardian 4 weeks, 2 days ago

First-Ever Fully Autonomous AI Cyberattack Exploits 0-Day Flaws to Infiltrate Hugging Face

# First-Ever Fully Autonomous AI Cyberattack Exploits 0-Day Flaws to Infiltrate Hugging Face ## **First-Ever Fully Autonomous AI Agent Cyberattack** #### Trending News [Hackers Are Using Fake Crypto Wallet Screens to Steal Recovery Phrases and Browser Sessions](https://cybersecuritynews.com/hackers-are-using-fake-crypto-wallet-screens/) ### [CISA Warns of Fortinet FortiOS Vulnerability Exploited in Attacks](https://cybersecuritynews.com/fortinet-fortios-vulnerability-exploited/) #### Latest News [JetBrains Urging Customers to Patch Critical TeamCity Flaw that Enables OS Command Execution](https://cybersecuritynews.com/jetbrains-patch-teamcity-flaw/)

Cybersecuritynews 4 weeks, 2 days ago
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