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Anthropic: Vibe hacking and weaponizing agentic AI

Anthropic: Vibe hacking and weaponizing agentic AI

Anthropic released a threat intelligence report that introduces "vibe hacking" and a bevy of other examples where criminals weaponized agentic AI.

In a blog post, Anthropic outlined how Claude has been misused including extortion, ransomware and vibe hacking. To its credit, Anthropic has developed defenses, but even the best perimeters get tested and thwarted.

By penning its threat intelligence report, Anthropic is winning enterprise credibility with the transparency. Nevertheless, the attacks and threat actors are a little jarring. In short, agentic AI has lowered the bar for cybercrime and criminals are weaponizing AI for profiling, data analysis, stealing and creating false identities.

Here's a look at some of the more interesting items in Anthropic's report.

Meet vibe hacking. Anthropic said it thwarted a cybercriminal that used Claude Code to steal personal data targeting 17 organizations. The hacker said it would expose the data to extort victims into paying ransoms topping $500,000.

Claude Code was used for automation, harvesting credentials and penetrating networks.

No-code ransomware as a service. In this case, Claude was used to develop, market and distribute ransomware including evasion capabilities.

Chinese and North Korean threat actors used Claude for various attacks and to enhance operations. North Korea used Claude to distribute malware and land fraudulent IT jobs. A Chinese threat actor used Claude to attack infrastructure in Vietnam.

The full report has in-depth case studies and are worth the read.

Data to Decisions Digital Safety, Privacy & Cybersecurity Chief Information Officer

AI Bubble, Agentic Strategy, Revenue Intelligence | ConstellationTV Episode 112

AI Bubble, Agentic Strategy, Revenue Intelligence | ConstellationTV Episode 112

Is enterprise tech in an AI bubble, or are we finally seeing real value? In our latest episode, co-hosts Martin Schneider and Larry Dignan talk enterprise tech news, including breaking down the hype vs. reality in AI and Salesforce’s AgentForce strategy.

Next, an exclusive interview with Raju Malhotra, Chief Product & Technology Officer at Certinia. He shares best practices for building effective #aiagents and a vision for the future of hybrid human-agent workforces.

Finally, Martin shares insights from his new “Big Idea” report on why it’s time to rethink expansion revenue and how agentic AI is transforming customer engagement.

00:00 - Introduction
00:29 - Enterprise News
11:00 - Interview with Certinia (Raju Malhotra):  
22:44 - Martin's Big Idea Report 
27:55 - Bloopers!

Watch now and subscribe to Constellation Research's YouTube channel for consistent enterprise tech insights!

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ShortList Spotlight: Amplitude, Leading Marketing Analytics Solutions

ShortList Spotlight: Amplitude, Leading Marketing Analytics Solutions

Marketing analytics has evolved from simple measurement to driving real-time action and growth. 📈 Today’s tools don’t just report results—they help us understand WHY and empower us to act, often with the help of AI and automation. In the clip below, Constellation analyst Liz Miller highlights one standout tool from her Marketing Analytics Solutions ShortList: Amplitude.

Liz explains how Amplitude doesn't just track digital product performance, but connects the dots across campaigns, experiences, and outcomes—helping marketers and product teams work smarter, together.

💡 Curious about the full ShortList of top marketing analytics solutions? Check it out at https://lnkd.in/ezbjRdQ9.

Marketing Transformation Next-Generation Customer Experience Chief Marketing Officer On ShortList Spotlights <iframe width="560" height="315" src="https://www.youtube.com/embed/sYFCcMytm40?si=9Fj8nYMAbBzeLUk_" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" referrerpolicy="strict-origin-when-cross-origin" allowfullscreen></iframe>

Boxs preps no-code tools, aims for content workflow automation after strong Q2

Boxs preps no-code tools, aims for content workflow automation after strong Q2

Box is planning to launch new workflow and no-code app tools for customers looking to automate processes around their unstructured content in the second half.

The launches, which will be outlined at BoxWorks 2025 Sept. 11 and Sept. 12, highlight how Box is looking to meld its content management platform with AI agents and multiple business processes. Box CEO Aaron Levie on the company's second quarter earnings conference call said "we have quite the road map in store for the second half of the year."

Levie said new AI features are on tap for Box Notes, Box Hubs will be enhanced and there will be "all new core Box AI experiences to make it easy for customers to interact with AI agents and find information across their Box accounts."

Box has integrated with multiple models and enterprise platforms. The goal is to put Box in the middle of managing business processes whether it's automating work with contracts, digital assets, leases or research.

"With AI agents operating on unstructured data, enterprises can now accelerate product development processes, automate end-to-end hiring and training workflows, surface insights and automate clinical studies and speed up loan applications for better client engagement," said Levie.

Box is looking to position itself for a day where there are more AI agents than people running in the background and developing workflows around content.

With a bevy of integrations and updates to Box AI including tools to admin console improvements, a Box MCP server in beta, Box AI Studio and AI units, Levie is betting that his company can be an enabler for agentic AI.

To that end, Box is landing more adoption for its Enterprise Advanced plans, which include the full set of Box AI tools. Metadata extraction features and the ability to automate workflows are key selling points for Enterprise Advanced, which was rolled out in January.

Box also named Jeff Newsom as Chief Revenue Officer. Newsom was most recently at Google Cloud and Oracle, SAP and Workday before that.

Box's second quarter performance

The comments about the second half roadmap for Box landed as the company delivered better-than-expected financial results.

Box reported second quarter earnings of 5 cents a share on revenue of $294 million, up 9% from a year ago. Non-GAAP earnings of 33 cents a share were ahead of Wall Street estimates of 31 cents a share.

Remaining performance obligations (RPO) checked in at $1.5 billion, up 16%.

As for the outlook, Box said third quarter revenue will be between $298 million and $299 million, up 8% from a year ago. Non-GAAP earnings will be between 31 cents a share to 32 cents a share.

For fiscal 2026, Box is projecting revenue of $1.17 billion to $1.175 billion, up 8%, with non-GAAP earnings of $1.26 a share to $1.28 a share.

Data to Decisions Future of Work box Chief Information Officer

MongoDB's Q2 shines, company raises its outlook

MongoDB's Q2 shines, company raises its outlook

MongoDB's second quarter was well ahead of expectations and the company raised its outlook as its platform is landing more consumption due to AI applications.

The company reported a second quarter net loss of $47 million, or 58 cents a share, on revenue of $591.4 million, up 24% from a year ago. Non-GAAP earnings for the quarter were $1 a share.

Wall Street was expecting MongoDB to report second quarter non-GAAP earnings of 66 cents a share on revenue of $553.57 million.

Dev Ittycheria, CEO of MongoDB, said Atlas revenue was up 29% from a year ago and the company added 5,000 customers. Ittycheria said MongoDB's flexible document model, expanded database search and vector search and ability to run anywhere is landing workloads. "Many of our recently added customers are building AI applications," he said.

Key figures:

  • MongoDB has 59,900 total customers at the end of the quarter.
  • The company ended the quarter with $2.3 billion in cash, cash equivalents and short-term investments.
  • The company had 2,564 customers in the second quarter with more than $100,000 in annual recurring revenue.
  • Direct sales customers at the end of the second quarter were more than 7,300, down from more than 7,500 in the first quarter.
  • MongoDB launched new Voyage AI models in the quarter and expanded partnerships with the likes of LangChain, Temporal and Galileo.

As for the outlook, MongoDB projected third quarter revenue between $587 million to $592 million with non-GAAP earnings of 76 cents a share to 79 cents a share. For fiscal 2026, MongoDB is projecting revenue of $2.34 billion to $2.36 billion with non-GAAP earnings of $3.64 a share to $3.73 a share.

Ittycheria said the following on MongoDB's second quarter conference call:

  • MongoDB will hold its investor day Sept. 17 along with its .local conference. The key topic will be durable growth and margin expansion. 
  • "Atlas enable one of the world's largest automakers to overcome Postgres scalability and flexibility limits while reducing complexity. The company's management console tracks over 8.5 million vehicles requiring a modern schema to handle both structured and unstructured data, something Postgres could not handle. Ultimately, Atlas consolidated infrastructure, accelerated innovation and support the scale of millions of connected vehicles."
  • "Deutsche Telekom selected MongoDB Atlas as the foundation for its internal developer platform, which includes mission-critical workloads like contract management, device purchases and billing for 30 million customers. With 90 Atlas clusters managing over 60 million customer records, Deutsche Telekom's customer data platform now handles 15x the concurrent logins of legacy systems."
  • "Comparing MongoDB to another database like Postgres is not an apples-to-apples comparison. The choice is between MongoDB or Postgres plus other offerings like Pinecone, Elastic and Cohere for embeddings."
  • "DevRev, a well-funded AI-native platform with proven founders disrupting the help desk market built AgentOS, it's a complete agentic platform that autonomously handles billions of monthly requests on Atlas. DevRev accelerated development velocity, lower cost and scale globally with low latency by using Atlas. AgentOS also leverages Atlas Vector Search for semantic search enriching its knowledge graph and LLMs with domain-specific content."
  • "What we're hearing clearly from the startup community that Postgres, in many cases, is not scaling for them, and they're now coming to us. And so we feel really good about our position. But the reality is that a lot of these AI founders kind of start with what they know or what they've used in the past and only when the business starts scaling, do they start recognizing the challenges."
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Stanford study: AI is eating entry level jobs

Stanford study: AI is eating entry level jobs

A Stanford University study found that generative AI is eating entry level jobs for workers 22 to 25 year old. The paper, which is based on ADP data, found that early career workers in occupations exposed to genAI have seen a 13% relative decline in employment.

Some of the occupations with the biggest genAI hit included software development and customer service.

The findings aren't terribly surprising for anyone that knows a recent university graduate. It's tough sledding out there as entry level work is being automated.

Stanford researchers found that that generative AI didn't have as large of an impact among more experienced workers. The open question with AI and human labor is this: If AI takes entry level jobs what happens to the bench of workers needed to take on more complex roles?

According to researchers:

"While we find employment declines for young workers in occupations where AI primarily automates work, we find employment growth in occupations in which AI use is most augmentative. These findings are consistent with automative uses of AI substituting for labor while augmentative uses do not."

Keep that quote in mind as vendors dance around automating work and eliminating jobs to talk more about augmenting human labor.

The paper outlines six facts about genAI's impact on young workers.

  • Employment for young workers has declined in AI-exposed occupations. By July 2025, employment for software developers aged 22 to 25 declined by nearly 20% from its peak in 2022.
  • Overall employment is growing, but growth for young workers has been stagnant. AI takes some of the blame here, but researchers said other factors could be driving the lack of growth.
  • Entry level employment has declined in industries where AI is being used to automated work. If AI is being used to augment humans, the impact is muted.
  • The employment declines hold even when adjusting for other factors.
  • Employment is declining, but compensation isn't.
  • The patterns in young worker employment declines hold across multiple samples and conditions.
Data to Decisions Future of Work Innovation & Product-led Growth Chief Information Officer

IBM, AMD eye hybrid quantum computing, supercomputer architectures

IBM, AMD eye hybrid quantum computing, supercomputer architectures

IBM and AMD are planning to create new architectures that meld high-performance computing and quantum computing.

The companies said the focus on these next-generation architectures are designed to create "quantum-centric supercomputing." IBM and AMD said the two companies will develop scalable open source platforms that combine their respective expertise.

Quantum computing companies have been increasingly talking about hybrid systems that connect with classical supercomputers. In addition, quantum computing companies have been focused on use cases that can be addressed today in drug discovery, materials and optimization.

Constellation ShortList™ Quantum Computing Platforms | Quantum Computing Software Platforms | Quantum Full Stack Players

IBM and AMD plan to integrate AMD's CPUs, GPUs and FPGAs with IBM quantum computers. The integration would be able address use cases that could require simulation from quantum computing and data analysis from supercomputers.

In addition, AMD and IBM said the partnership could speed up fault-tolerant quantum computers by the end of the decade. AMD's stack could provide real-time error correction.

According to IBM and AMD, the companies are planning to demonstrate the integration between quantum computing systems and supercomputers later this year.

In a statement, IBM CEO Arvind Krishna said the partnership will create "a powerful hybrid model that pushes past the limits of traditional computing." AMD CEO Lisa Su said the hybrid quantum approach can create "tremendous opportunities to accelerate discovery and innovation."

Holger Mueller, an analyst at Constellation Research, said a hybrid approach to quantum computing can deliver more immediate returns.

"Quantum is showing a lot of promise in 2025, but it is clear that the path to the enterprise will be a hybrid approach of traditional compute architectures feeding, validating and prepping for the quantum machines. The IBM and AMD partnership aims at exactly that upcoming market sweet spot - now is the time to validate and put in pace these architectures."

Data to Decisions Tech Optimization Innovation & Product-led Growth AMD IBM Quantum Computing Chief Information Officer

HOT TAKE: Consolidation Wave Scoops Verint into Customer Service Rollup for Thoma Bravo

HOT TAKE: Consolidation Wave Scoops Verint into Customer Service Rollup for Thoma Bravo

The acquisition, investment and consolidation motion shaking up the world of Service (especially the Contact Center) continues with news that portfolio giant Thoma Bravo will be acquiring Workforce Engagement and Contact Center as a Service player Verint Systems. According to early reports, the intention is to merge Verint and another player in the Thoma Bravo portfolio, Calabrio.

What We Know About the Deal:  Verint announced entering into a definitive agreement with Thoma Bravo for an all-cash transaction estimated to be about $2 billion. Upon completion of the transaction, Verint common stock will no longer be listed on any public stock exchange. The merger plan will see a Thoma Bravo controlled serving as the parent company in a reverse-triangular merger.

Thoma Bravo has owned the work management platform Calabrio since 2021, acquiring it from KKR. In the wake of the global pandemic boom of cloud-based workforce solutions, Calabrio had seen rapid growth companies sought out cloud-forward and data rich service and workforce management solutions that leaned in to the idea of intelligence being the ultimate unlock for experience. Enabling rapid shifts to work from home and the boomerang back to the office also didn't hurt!

What Makes Verint + Calabrio So Interesting: Verint, for the past several years, has focused in on the usable, doable and approachable side to automation, keenly aware that biting a massive chunk of the AI pie was simply not feasible for contact center customers still struggling to tackle massive digital transformation projects that took longer than expected without the fireworks and parade level results that many across the market had been promising. Instead, a legion of Verint bots, complete with “gym” memberships to boost and hone skills, spread out across CCaaS and much like their go to market motions with workforce management, leaned into the data, structure and connectivity of partners to drive success and AI booking expansion.

Recent updates and replatforming with an open, composable architecture were both significant unlocks allowing the Verint platform to integrate with enterprise stacks, but perhaps most importantly, share, connect and document APIs for more seamless data integrations where they matter the most to experiences. While others in the market focused on how MUCH AI could take on, Verint chose to adopt a mindset that starting with a more focused block of business outcomes would win the day. According to their April 2025 filings, the bet has been paying off with the firm seeing their AI Annual Recurring Revenue increase 24% year over year and Verint noting that 80% of new bundled SaaS contracts included AI powered bots (Q1 Fiscal 2025).

For its part Calabrio has long been a leader in conversational intelligence along with their strength in workforce management, leveraging intelligence, visibility and analytics to tie the two thoughts together for customers. What makes this “better together” story so interesting is where and how analytics and the forward-lean into intelligence as the center point for experience can help differentiate this CCaaS solution, encouraging customers to focus on the tangible and achievable shifts in work and experience to benefit both customer and employee. For too many solutions in the market, CX and EX have been held together by dashboards and good intentions. This blend of deep intelligence into conversations blended with a deep understanding that the goal across enterprises is NOT to have MORE random acts of automation and AI, but rather a far more connected cadre of flows (yes, still carrying “gym” cards for continuous skills enhancement).

What Makes This Interesting For Thoma Bravo: The question for Thoma Bravo is why stop there…why stop at the walls of the contact center or even service? The portfolio reads like a recipe card to shaking up the CX landscape in a way some have tried, but few can achieve. Most CX dreamers fail to see across a holistic stack that spans all four horsewomen of the apocalypse, sales, service, marketing and commerce, often stopping short at the tools and functions most comfortable to the contact center. This comfort zone has been profitable as we have seen CCaaS and UCaaS vendors create partnerships and alliances even the TV Survivor franchise would envy. But we've also seen those alliances crumble.

Let’s daydream for a minute looking at the TB active portfolio: What disruption happens if we look beyond Verint and Calabrio? The obvious first look is a company like Medallia, but I’m not sure if that’s the disruptive spot to lean into. The fits and starts around customer voice, journey orchestration and finding a true understanding of a customer's experience can often get in the way. When you look beyond the obvious synergy, there is also the interesting notion of the disruptor in customer feedback and experience visibility, UserTesting…also the subject of an interesting merger, this time BEFORE Thoma Bravo signed on the dotted line. What happens if Verint + Calabrio partners with UserTesting? UserTesting already has a use case application for real time customer feedback on contact center operations, scripting and service. What happens when that level of rapid deployment of user feedback is integrated into a Verint workflow? Does it open the door to customers in product thanks to UserTesting's strength with Figma users?

What happens if we toss Hyland into that mix? Suddenly, CX work starts to include some significant power in content, but service also takes on a distinct superpower of case management that shakes the whole notion that calls and tickets should be deflected and instead adopts a posture that complex case collaboration is a path to profitable resolution. Even more importantly, this type of connection binds the complexity of cases with the complexity of documents and assets…and doesn’t that oddly sound like an unlock for a new breed of knowledge?

It is NOT a coincidence that these words like knowledge, cases, collaboration, CX, EX and content flow in and across the world of experience with everyone wanting to use and own them, but few achieving that holistic nirvana. Without question, Thoma Bravo has amassed a broad collective of experience-centric solutions and tools. What makes this interesting for CX junkies like myself is day-dreaming about a time when Thoma Bravo is bold enough to decide it will take the reigns of the CX rearticulation and help reshape the very definition of experience into something far more intentional, durable and profitable for tomorrow’s enterprise.

What Comes Next: Perhaps what comes next is an even more wild time riding the Expedition Odyssey ride at Sea World during the celebration night at the upcoming 2025 Verint Engage event, scheduled for September 9 – 11 in Orlando, Florida. There will be the expected buzz around what comes next for this proposed merged entity, but in fairness, it could be far too early for Thoma Bravo, Verint or Calabrio to share those details. As of the acquisition announcement, nothing had been noted around who was expected to lead this new entity. The event could give Thoma Bravo leadership some perspective into the merged customer base and where they could be ready to recast experience as a differentiator. For now, the kudos go to Dan Bodner who founded Verint in 1994 and has been the tenacious vision driver ever since. He clearly gets the first ride in the front row seats when everyone hits Orlando in September!

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Thoma Bravo acquires Verint for $2 billion, will combine it with Calabrio

Thoma Bravo acquires Verint for $2 billion, will combine it with Calabrio

Thoma Bravo will acquire Verint in a deal valued at $2 billion and combine it with Calabrio in a bet that it can automate customer experience with AI.

Verint shareholders will get $20.50 a share in cash. Verint shares had moved higher on reports of a deal.

Dan Bodner, CEO of Verint, said the Thoma Bravo purchase will enable it to advance its CX Automation Platform and develop AI-driven products.

The plan for Thoma Bravo is to combine Verint's CX platform with Calabrio, which specializes in workforce engagement management software. Mike Hoffmann, a partner at Thoma Bravo, said the combination of Verint and Calabrio will create "the industry’s broadest CX platform arming brands of all sizes with strong AI business outcomes."

Both Calabrio and Verint are on the Constellation Research Shortlist for Contact Center Workforce Engagement Management.

Verint was on deck to report second quarter earnings, but will suspend guidance and earnings calls. In April, Verint said that half of its annual recurring revenue was derived from AI-related software. The company projected revenue of $960 million for its fiscal year.

Data to Decisions Next-Generation Customer Experience Chief Information Officer

Secure browsers will matter more with AI agents

Secure browsers will matter more with AI agents

Palo Alto Networks CEO Nikesh Arora said agentic AI means that enterprises will need secure browsers and the company is seeing strong demand.

For those of you focused on the large language model (LLM) rat race, the trusty browser is going to become a security headache. Why? AI agents will be accessing browsers all over the place and probably without a lot of security. Browsers are an easy mark for cyberattacks.

Consider Perplexity has launched Comet assuming it doesn't somehow buy Google's Chrome browser. Chrome is adding agentic capabilities to the browser. Microsoft is doing the agentic AI dance with Edge. 

The security threats via browsers with agentic AI features are just starting to be surfaced. For instance, Brave, which is aiming to make a browser that also acts as an AI agent, detailed potential attacks on AI browsers such as Nanobrowser and Perplexity's Comet. Brave said:

"Agentic browsing is incredibly powerful, but it also presents significant security and privacy challenges. As users grow comfortable with AI browsers and begin trusting them with sensitive data in logged in sessions—such as banking, healthcare, and other critical websites—the risks multiply. What if the model hallucinates and performs actions you didn’t request? Or worse, what if a benign-looking website or a comment left on a social media site could steal your login credentials or other sensitive data by adding invisible instructions for the AI assistant?"

Enterprises appear to be catching on the the security threats. Arora said Palo Alto Networks sold more than 3 million licenses for its Prisma Access Browser in the fourth quarter. The cumulative seat count for Palo Alto Networks secure browser has more than doubled on a sequential basis.

To some degree, Palo Alto Networks is talking up its own product line. "Notable deals include an over $3 million transaction, the leading U.S. pharmaceutical company who purchased Prisma Access Browser for over 80,000 seats," said Arora.

In 2023, Palo Alto Networks bought Talon Cyber Security, which was a leader in enterprise browser technology. Palo Alto Networks was a bit lucky.

"It's sometimes better to be lucky than good. We bought the browser (Talon) because we felt there were certain use cases like VDI or third-party contractors or mobile devices, which are not covered by SASE," said Arora. "About 6 to 8 months ago, you started hearing that the only way to deploy agents successfully for many consumer use cases is a browser. If you want to make a reservation on Booking.com and pick an OpenTable reservation or any agentic task, you need to control the browser. That's what Anthropic is figuring out, that's what OpenAI is figuring out, that's what Perplexity is figuring out. That's what Google is figuring out."

Now a boom market for secure enterprise browsers may be underway. Arora said: "We are beginning to see browser wars as we see the adoption of AI. Understandably, this is a requirement as we march towards agentic. Interestingly, it will become impossible to allow employees access to nonsecure browsers in the future. And as more and more critical applications and data reside within the browser, it naturally becomes a target for cyber-attacks."

Arora said the Prisma Access Browser "is strategically positioned to be the future OS in enabling secure and productive work in an AI-driven world."

The reality is that no enterprise can afford to let you do whatever you want on a browser and run agents that can't be controlled. Arora argued that enterprises will have to lock down browsers as AI agents take off.

Palo Alto Networks is betting that AI agents are going to take advantage of disparate platforms and infrastructure. The browser is going to serve as a key line of defense.

Bottom line: The secure enterprise browser market is going to be worth watching. The usual suspects will be Chrome Enterprise, Edge for Business and Firefox for Enterprise. But security vendors such as Palo Alto Networks will be in the browser mix with offerings or partnerships. Island Enterprise is another browser option and it's worth taking Zoho's Ulaa Enterprise for a spin. LLM players looking to expand into browsers will also need enterprise versions.

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