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Exclusive: Anthropic pits Claude AI model against human hackers
Exclusive: Anthropic pits Claude AI model against human hackers

Axios

time4 days ago

  • Axios

Exclusive: Anthropic pits Claude AI model against human hackers

For the past year, a dark horse contestant has been quietly racking up wins in student hacking competitions: Claude. Why it matters: Anthropic's large language model has been quietly outperforming nearly all of its human competitors in basic hacking competitions — with minimal human assistance and little-to-no effort. Claude's success caught even Anthropic's own red-team hackers off guard. The company previewed the experiment exclusively to Axios ahead of a presentation this weekend at the DEF CON hacker conference. Zoom in: Keane Lucas, a member of Anthropic's red team, first entered Claude into a hacking competition — Carnegie Mellon's PicoCTF — on a whim this past spring. "Originally it was just me at a hotel realizing that PicoCTF had started and being like, 'Oh, I wonder if Claude could do some of these challenges,'" Lucas said. PicoCTF is the largest capture-the-flag competition for middle school, high school, and college students. Participants are tasked with reverse-engineering malware, breaking into systems, and decrypting files. Lucas began by just pasting the first challenge verbatim into The only hiccup he encountered was the need to download a third-party tool, but once that was done, Claude instantly solved the problem. "Claude was able to solve most of those challenges and get in the top 3% of PicoCTF," he said. Between the lines: As Lucas continued this laissez-faire experiment in other competitions, Claude kept surpassing expectations. Lucas entered a few more using only and Claude Code. At the time, Sonnet 3.7 was Anthropic's most advanced available model. The red team provided only minimal help — usually when Claude needed to install a piece of software. Besides that, Claude was on its own. The intrigue: In one competition, Claude solved 11 out of 20 progressively harder challenges in just 10 minutes. After another 10 minutes, it had solved five more — climbing into fourth place. In that competition, Claude could've reached first place at one point — but Lucas missed the start time by a few minutes while he was moving a couch. The big picture: Claude isn't alone. Across the industry, AI agents are proving they're already achieving near-expert levels of offensive cybersecurity work. In the Hack the Box competition, five of the eight AI teams — including Claude — completed 19 of the 20 challenges. Just 12% of human teams managed all 20. Xbow — a DARPA‑backed AI agent developed by a Seattle‑based startup — became the first autonomous penetration testing system last week to reach the top spot of HackerOne's global bug bounty leaderboard. "The pace is kind of ridiculous," Lucas said. Yes, but: Claude still got stuck on challenges that operated outside of its expectations. One challenge in the Western Regional Collegiate Cyber Defense Competition started with an animation of fish swimming across the Terminal. "A human can Control+C out of that and get it to stop," Lucas said. "Claude just has no idea what to do with all of these ASCII fish swimming around and then just gets amnesia." In Hack the Box, each of the AI teams got stuck on the final challenge. "Why the agents failed here is still uncertain," organizers wrote at the time. What to watch: Anthropic's red team is concerned that the cybersecurity community hasn't fully grasped how far along AI agents have come in solving offensive security tasks — and the potential for defenders to leverage them too.

HubSpot Launches CRM Connector for Anthropic's Claude
HubSpot Launches CRM Connector for Anthropic's Claude

Martechvibe

time30-07-2025

  • Business
  • Martechvibe

HubSpot Launches CRM Connector for Anthropic's Claude

The new connector allows HubSpot users to interact with Claude using plain-language prompts, generate charts and summaries, and act on insights, bringing real-time CRM context into AI-powered decision-making. HubSpot has launched a CRM connector for Claude , Anthropic's conversational AI platform, aiming to bring customer-specific context into everyday AI workflows. As more go-to-market teams adopt multiple AI tools to increase efficiency, the lack of real-time customer data often limits their effectiveness. With the new connector, customers can integrate their unique HubSpot CRM data directly into Claude. This enables teams to ask plain-language questions, generate visualisations such as charts and graphs, and take action on insights without leaving the HubSpot environment. 'The HubSpot connector makes Claude more useful for our customers by grounding its responses in real context from their business,' said Karen Ng, EVP and Head of Product at HubSpot. 'It's a simple, powerful way to get insights you can trust, wherever you work. And it's another step in making advanced AI accessible to every business.' ALSO READ: Hightouch, Databricks Launch Self-Service Audience Management Solution Now, teams can use Claude to get answers that help them work smarter and stay focused on what matters most, with visualisations tailored to their needs: Marketing teams can ask Claude to find contacts who opened a recent email campaign but didn't click through, and generate a pie chart to support follow-up segmentation. Sales teams can ask for a summary of active deals organised by name, amount, and stage, and sorted by closing date to help prioritise the week. Support reps can ask for all open tickets assigned to them, sorted by priority and creation date. Customer success teams can ask Claude to compare resolution approaches and outcomes across support channels to drive consistency and quality. 'Claude is designed to reason through complex questions and deliver thoughtful, conversational answers,' said Scott White, Head of Product, 'With the HubSpot connector, customers can bring their real-time CRM context into Claude—making it more valuable for HubSpot-powered teams looking to gain insight and take action.' HubSpot confirmed that the connector respects existing user permissions, meaning individual users can only access CRM data they are authorised to see. Anthropic does not use HubSpot data to train its models unless a customer explicitly opts in or provides feedback under agreed terms. ALSO READ: HubSpot App Surpasses 1,000 Integrations Demonstrating Growth The Martechvibe team works with a staff of in-house writers and industry experts. View More Locala's omnichannel advertising platform leverages granular insights and cutting-edge AI to help marketers plan, activate, and measure campaigns that are personalised to the local consumer. 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Its mobile-friendly Sell app has the functionalities of geolocation, helping sales and marketing teams. Offering an all-in-one CRM platform, organisations can implement use cases like prospecting, engagement, lead generation and communication capabilities. VISIT WEBSITE SugarCRM is a global CRM software provider, helping marketing, sales, and service teams improve efficiency through automation, data, and intelligence in near real-time. It offers Sugar Market, an all-in-one marketing automation platform that helps marketers to automate their campaign with higher ROI. VISIT WEBSITE Salesforce is a one-stop sales and support CRM software that regularly updates customer records, tracks emails and calls, and creates organised support processes for quicker customer responses. Its simple and scalable infrastructure is ideal for businesses of all sizes. VISIT WEBSITE Pipedrive stands out with its emphasis on automation, tailorability, and seamless integration. Purposefully built to enhance the efficiency and productivity of sales professionals, this CRM solution has an intuitive setup and robust capabilities. It facilitates lead generation, comprehensive sales analytics, and seamless business expansion. VISIT WEBSITE Oracle NetSuite CRM, a component of Oracle's business software suite, is for all midsize and booming businesses that want a comprehensive, integrated CRM solution with ERP capabilities. Using it, customers and partners can directly interact with the platform, freeing the additional work load for their sales team. VISIT WEBSITE Microsoft Dynamics 365 Sales represents a robust cloud-based CRM solution brimming with features such as pipeline assessment, relationship analytics, and conversational intelligence. It utilises AI-powered insights to provide actionable intelligence via predictive analytics, lead scoring and sentiment analysis. VISIT WEBSITE Less Annoying is a CRM software that utilises a straightforward search feature within its contact management system, making it easy to track contacts. It is ideal for small-sized businesses and offers a highly intuitive and user-friendly interface. VISIT WEBSITE Insightly offers CRM software solutions for enterprises looking to understand their audience data across various marketing functions. It integrates seamlessly with third-party apps, streamlining workflow automation, including bulk emailing and report generation. VISIT WEBSITE HubSpot's sleek dashboard with consolidated CRM tools simplify complex customer data, further transforming it into meaningful insights. Complementing typical CRM functionalities, HubSpot provides tailored options, including conversation intelligence and email monitoring. VISIT WEBSITE Apptivo delivers adaptable and web-based CRM solutions, enabling marketing and sales teams to streamline all customer service requirements across various devices and browsers. Despite its focused feature set, it encompasses over 65 interconnected applications alongside a robust sales pipeline management tool, ensuring efficient tracking of potential leads without any downtime. VISIT WEBSITE Sitecore offers composable cloud solutions with its flagship products, Sitecore Experience Platform(XP) and Sitecore Experience Manager (XM). They help marketers to overcome scalability challenges. Some of its features include intuitive visual editing, headless delivery, marketing automation, scalable personalisation, data and machine learning capabilities. VISIT WEBSITE Salesforce Experience Cloud is a platform that helps enterprises link clients, partners, and employees to securely exchange information and documents. Built on its Customer 360 platform, Salesforce's DXP ensures seamless integration with any solution in the Salesforce ecosystem. VISIT WEBSITE Oracle Cloud offers a comprehensive suite of platform-based marketing automation solutions for personalised B2B and B2C automation campaigns. Some of its featured products are Eloqua Marketing Automation, CrowdTwist Loyalty and Engagement, and Unity Customer Data Platform. VISIT WEBSITE Optimizely is a digital experience platform (DXP) provider that offers Optimizely One, an easy-to-use and fully integrated suite. It provides a single, unified workflow with thoughtfully embedded AI and machine-learning algorithms, accelerating work across the entire marketing lifecycle. VISIT WEBSITE OpenText offers a cloud-native, scalable platform for enterprises to streamline their marketing functions. It provides fully composable content management, digital asset management, creative workflows, personalisation, targeting and customer data technologies in one place, ensuring a holistic approach to B2B, B2E and B2C experiences. VISIT WEBSITE Neptune DXP is a PaaS(Platform-as-a-Service) provider, helping marketing teams build custom apps based on modular, reusable application building blocks. The company offers flexible environments to businesses across different verticals, further providing personalised digital solutions at scale. VISIT WEBSITE Magnolia is a composable DXP that comes with no-code connector packs and low-code micro-frameworks for third-party integrations. It also offers an open-source version alongside its commercial plans enabling enterprises to build tailored use cases. VISIT WEBSITE Liferay DXP helps marketers deliver personalised and connected digital experiences across a broad range of channels, including customer portals, websites, intranets, mobile apps, and connected devices. It offers intuitive CMS, user analytics, and site management tools that businesses need to launch, test and optimise digital experiences for faster go-to-market. VISIT WEBSITE Powered by IBM Consulting, IBM iX offers a composable DXP, providing a comprehensive solution to make enterprises' systems future-ready. Utilising its data-driven insights and intelligent workflows, marketers can design and deliver human-centred experiences across the customer lifecycle. VISIT WEBSITE HCL Digital Experience (DX), forms part of a wider HCL Customer Experience (CX) product portfolio, offering core capabilities such as content management, DAM, CDP called Signals, and low-code application development. It provides services in government, life sciences, insurance, financial services, and other verticals. VISIT WEBSITE Contentstack is a headless CMS and Composable Digital Experience Platform (DXP) solution provider that helps marketers gain a competitive edge. It recently launched into Google Cloud Marketplace, and is also available on Microsoft Azure and AWS. It seamlessly enables mid-market brands to adopt its omnichannel campaign engine to drive higher conversions and sales. VISIT WEBSITE Bloomreach Commerce Experience Cloud provides businesses an edge with its modular capabilities: Content Management System (CMS), Discovery features for search and merchandising optimisation, and Engagement tools such as Customer Data Platforms (CDP) for personalisation and analytics. VISIT WEBSITE Adobe Experience Cloud offers a comprehensive set of services specifically designed to address the day-to-day requirements for personalised customer experience at scale. Its platform helps manage different digital content and assets to improve customer satisfaction. Some of its products include Adobe Gen Studio, Experience Manager Sites, Real-time CDP, and Marketo Engage. VISIT WEBSITE Acquia offers DXP solutions, comprising of two main elements: Acquia Drupal Cloud and Acquia Marketing Cloud. It can be accessed in both platform-as-a-service (PaaS) and software-as-a-service (SaaS) with additional components such as Site Factory for multisite management, digital asset management (DAM), CDP, personalisation, and Campaign Studio. VISIT WEBSITE

HubSpot Launches First CRM Connector for Anthropic's Claude
HubSpot Launches First CRM Connector for Anthropic's Claude

Business Wire

time29-07-2025

  • Business
  • Business Wire

HubSpot Launches First CRM Connector for Anthropic's Claude

BOSTON--(BUSINESS WIRE)--More go-to-market teams are using multiple AI tools to move faster—but without customer context, those tools can only go so far. HubSpot is changing that. Today, we're introducing the first CRM connector for Claude—bringing each customer's unique HubSpot context into Claude. With this connector, customers can ask questions in plain language, generate visualizations like charts and graphs, and take action on insights directly in HubSpot. 'The HubSpot connector makes Claude more useful for our customers by grounding its responses in real context from their business,' said Karen Ng, EVP and Head of Product at HubSpot. 'It's a simple, powerful way to get insights you can trust, wherever you work. And it's another step in making advanced AI accessible to every business.' Now, teams can use Claude to get personalized answers that help them work smarter and stay focused on what matters most, with visualizations tailored to their needs: Marketing teams can ask Claude to find contacts who opened a recent email campaign but didn't click through, and generate a pie chart to support follow-up segmentation. Sales teams can ask for a summary of active deals organized by name, amount, and stage, and sorted by closing date to help prioritize the week. Support reps can ask for all open tickets assigned to them, sorted by priority and creation date. Customer success teams can ask Claude to compare resolution approaches and outcomes across support channels to drive consistency and quality. 'Claude is designed to reason through complex questions and deliver thoughtful, conversational answers,' said Scott White, Head of Product, 'With the HubSpot connector, customers can bring their real-time CRM context into Claude—making it more valuable for HubSpot-powered teams looking to gain insight and take action.' We built the HubSpot connector for Claude to ensure users only see the CRM data they're allowed to access in HubSpot. For example, individual sales reps will only see pipeline data for deals they have permission to view. Anthropic does not use the data shared through HubSpot to train its models except in certain instances, like when a customer chooses to provide feedback or opts into training. Customers can refer to the terms (consumer & commercial) in their specific Anthropic plan. The HubSpot connector for Claude is available now to all HubSpot customers across all tiers with a paid Claude subscription (Pro, Max, Team, or Enterprise). It's part of a growing set of AI connectors from HubSpot designed to bring CRM context into the LLMs our customers use every day. About HubSpot HubSpot (NYSE: HUBS) is the leading AI-powered customer platform for growing businesses. The platform includes engagement hubs for marketing, sales, and customer service, a connected Smart CRM, and an ecosystem of over 1,800 integrations—all built on a unified data foundation that powers HubSpot's AI and enables smarter, faster, more personalized customer experiences. More than 250,000 customers across 135+ countries use HubSpot to unify their data, align their teams, and grow better. HubSpot is headquartered in Cambridge, Massachusetts. Learn more at

Anthropic's Claude faked a legal citation. A lawyer had to clean it up.
Anthropic's Claude faked a legal citation. A lawyer had to clean it up.

Yahoo

time16-05-2025

  • Entertainment
  • Yahoo

Anthropic's Claude faked a legal citation. A lawyer had to clean it up.

Claude generated "an inaccurate title and incorrect authors" in a legal citation, per a court filing. The AI was used to help draft a citation in an expert report for Anthropic's copyright lawsuit. Anthropic's lawyer called it "an embarrassing and unintentional mistake." A lawyer defending Anthropic had to clean up after the company's AI bot, calling it "an embarrassing and unintentional mistake." In a copyright lawsuit over Anthropic's use of music lyrics, the company's legal team used its AI assistant, Claude, to help draft a citation in an expert report. Claude provided the correct publication title, publication year, and link to the provided source, but "an inaccurate title and incorrect authors," Anthropic's lawyer said in a court filing on Thursday. Attorney Ivana Dukanovic, of Latham & Watkins, said her team's "manual citation check" failed to catch the mistake and "additional wording errors introduced in the citations during the formatting process using "This was an honest citation mistake and not a fabrication of authority," Dukanovic wrote. Music publishers Universal Music Group, Concord, and ABKCO sued Anthropic, saying the company used copyrighted lyrics to train Claude. The case is part of a wave of legal battles between copyright holders and AI companies. The publishers' attorney told the court on Tuesday that Anthropic data scientist Olivia Chen may have used a fake source generated by AI to support the company's argument, Reuters reported. On Thursday, Dukanovic responded that Chen cited a real article from the journal "The American Statistician," but Claude had made up the title and authors. Anthropic and Dukanovic did not respond to a request for comment. It's not the first time an AI tool has raised eyebrows in the legal world. In March, a lawyerless man deployed an AI-generated avatar to argue his civil appeals case in a New York courtroom. A panel of stunned judges quickly shot him down. AI hallucinations have also landed lawyers in hot water. An attorney was fired from Baker Law Group after he used ChatGPT to generate legal citations, which turned out to be fake. Donald Trump's former fixer, Michael Cohen, also got into trouble when he used Google's AI chatbot, Bard, to find legal cases to support his arguments. The chatbot made up the cases, and his lawyer filed them in court without checking. Daniel Shin, the assistant director of research at the Center for Legal and Court Technology at Virginia's William & Mary Law School, told Business Insider in a report last month that judges are concerned about the use of AI in the courts because of hallucinations. Courts have shown they will not tolerate any improper use of AI tools, Shin said. Still, lawyers are being told they need to start adopting AI. At a legal-tech conference in March, lawyers were urged to embrace AI or risk falling behind, BI's Melia Russell reported. "Lawyers need to wake up," Todd Itami, an attorney at the large legal defense firm Covington & Burling, said, adding that learning to use artificial intelligence was "imperative" for their success. Read the original article on Business Insider

The AI Revolution: Accelerating Job Searches And Career Transitions
The AI Revolution: Accelerating Job Searches And Career Transitions

Forbes

time15-04-2025

  • Business
  • Forbes

The AI Revolution: Accelerating Job Searches And Career Transitions

Isabelita Castilho is an Executive Strategist Advisor and a thought leader in career transition. Career transitions have become increasingly common. Whether prompted by industry shifts, personal growth aspirations or changing workplace dynamics such as mergers and restructures, professionals are seeking new opportunities more frequently than ever before. Fortunately, AI tools such as ChatGPT and have emerged as powerful allies in this process, streamlining everything from résumé customization to networking outreach. The integration of AI into the job search process represents a significant advancement for career-minded professionals. These tools can analyze job descriptions, customize application materials and even suggest strategic networking approaches. However, this technological leverage comes with an important caveat: Maintaining authenticity remains crucial. While AI can enhance presentation and efficiency, your unique voice and genuine qualifications should always shine through. The cornerstone of any successful job search is a well-crafted résumé. Certain AI assistants like offer sophisticated capabilities for résumé customization, providing tailored suggestions based on specific job descriptions while preserving your professional voice. But be aware that other AI assistants may generate more generic content. (I have no business relationship with but use it frequently, alongside other AI tools.) For LinkedIn profile enhancement, AI tools can analyze your existing content and suggest improvements that increase visibility to recruiters and hiring managers. In terms of visual presentation, services like help create polished résumés with professional formatting—ideal for direct submissions to hiring managers, though less compatible with automated application systems, since the result is either a PDF or a Word Doc full of tables that can keep ATS from reading it effectively. AI assistants can act as 24/7 research partners when developing a target list of potential employers. The key to leveraging these tools lies in your approach: Converse naturally with the tool by texting instructions and questions as you would to any human assistant. Specify your skills, experience level, industry preferences, locations of interest and work values to receive customized company recommendations. The next step is to take these companies' names to LinkedIn and identify the talent acquisition team and hiring managers, then strategize your outreach. This targeted approach prevents the common pitfall of applying indiscriminately to numerous positions, allowing you to focus your energy on opportunities with genuine potential for mutual fit. One of AI's most valuable applications involves assessing alignment between your qualifications and specific job requirements. By uploading or pasting both your résumé and a job description into AI-powered platforms, you can get feedback regarding your candidacy strength. When gaps are identified, the same AI tool can suggest strategic adaptations to highlight relevant experiences and skills. This isn't lying, but thoughtfully emphasizing the most pertinent aspects of your background for each opportunity. This customization demonstrates to employers your serious interest and suitability. Effective social networking remains crucial in job searching since your personal contacts can act as referrals and ambassadors, with LinkedIn serving as the hub for identifying professional connections. However, in my experience, cold outreach messages often fail when they contain obvious job-seeking language. So avoid diminishing words such as "help," "looking," "need," "please" or "job." AI tools can analyze both your profile and your target contact's information to craft meaningful connection requests that spark genuine interest. For instance, rather than directly mentioning your interest in job opportunities when reaching out to potential hiring managers or decision-makers, you might copy and paste the profile of the person you're interested in speaking to as well as your own profile (the About and Experience portions, at least, or even your full CV) into the tool and ask the AI to craft a message that draws on the connections. Then when you get the result, adapt it to your own style. If you just want a quick template, here is one example: Hi [Name], I discovered your profile while researching Company XYZ's innovation department. Your leadership in this area aligns with my passion for [cite a specific aspect, e.g., digital transformation], and I believe our combined expertise across different sectors could make for an insightful conversation. Would you be open to connecting for a brief chat to explore synergies? Looking forward to the possibility! Regards, [Your name] This approach focuses on mutual professional interests rather than immediate job-seeking goals, substantially increasing response rates. While AI tools provide tremendous advantages in career transitions, the most successful job seekers will leverage these technologies while maintaining authentic professional relationships. AI can optimize your writing and suggest effective communication strategies, but meaningful connections ultimately depend on genuine engagement, mutual interest and professional value. As these tools continue to evolve, learning to work effectively with AI assistants represents not just a job search advantage but an increasingly valuable professional skill in itself. The professionals who thrive will be those who benefit from AI support while preserving the uniquely human elements that drive successful careers: creativity, emotional intelligence and authentic relationship-building. Forbes Coaches Council is an invitation-only community for leading business and career coaches. Do I qualify?

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