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Splunk.conf: Cisco and Splunk expand agentic SOC vision | Computer Weekly

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Splunk.conf: Cisco and Splunk expand agentic SOC vision | Computer Weekly


At Splunk’s annual .Conf event, the Cisco-backed observability and data security specialist made its first run at the agentic artificial intelligence (AI) enhanced security operations centre (SOC), unveiling two agent-powered security operations (SecOps) tools for users to explore.

In a Tuesday keynote address, Splunk security senior vice president and general manager Mike Horn said that SecOps must to evolve and the need to simplify workflows, accelerate and enhance SOC operations, and expand detection capabilities and threat visibility were clear.

Splunk Enterprise Security Essentials Edition and Splunk Enterprise Security Premier Edition – delivered within version 8.2 of the firm’s Enterprise Security (SEC) security information and event management (SIEM) solution – unify a number of security workflows in the threat detection, investigation and response (TDIR) sphere.

Essentials Edition unifies SEC 8.2 with Splunk AI Assistant in Security and is available today, while Premier goes a step further adding Splunk SOAR and Splunk UEBA, and enters controlled availability later in September.

Splunk and Cisco – which have made significant and speedy progress on technical integration since coming together in 2024 – claim that the new features will place agentic AI at the heart of the SOC in order to extend security intelligence across the network.

“Our security offerings unify detection, investigation, and response into a single, intuitive workspace, eliminating tool fragmentation and significantly boosting efficiency,” said Horn.

“Built-in AI can help cut alert noise and reduce investigation time from hours to minutes. Now every SOC can better position to stay ahead of advanced threats and empower analysts at every level.”

“With today’s increasingly sophisticated threats and sprawling attack surfaces, security teams can’t afford to waste time switching between fragmented tools and operating with siloed visibility,” added Michelle Abraham, research director for security and trust at IDC.

“By integrating multiple security capabilities into a single, cohesive environment, security platforms empower organisations to move from reactive to proactive security, streamlining workflows, improving detection and response, and ultimately reducing risk.”

In addition to this, parent Cisco plans to release a number of additional AI features to power the agentic SOC, with the intent of enabling cyber pros to keep focus on more strategic aspects of their roles while agent bots sift the raw security data and perform proactive, autonomous SecOps.

Some of the agentic capabilities in development include triaging to evaluate, prioritise and explain security alerts; malware reversal to explain malicious scripts; playbook authoring to translate natural language intent into functional SOAR playbooks; response importer, using multi-modal large language models (LLMs) to import standard operating procedures into security response plans; detection library to help turn detections from hypotheses to production, and personalised detection SPL generator to personalise detections within the library to align with customer SOC environments.

Additionally, Splunk expanded the integration of Cisco Isovalent Runtime Security (eBPF) into Splunk, enhancing workload visibility and better pinpointing issues, and announced that Splunk Cloud Platform’s Federated Search for Amazon S3 and Security Analytics and Logging (SAL) will allow cyber pros to run security analytics on Cisco firewall logs stored in SAL directly, without needed to ingest.

These features and capabilities will come on-stream within the next 12 months.

Era of simplification

Speaking to Computer Weekly at .Conf, James Hodge, Splunk GVP and chief strategy advisor for EMEA, said that the advent of the agentic SOC heralded an era of simplification for cyber security professionals, describing the underlying technology as “phenomenally complicated” in many ways.

“I was really encouraged, and really excited this week, because from a user perspective we’re simplifying all of that. We’re abstracting that complexity, and just surfacing what you need,” said Hodge.

“For anyone that works with it, the word I’d use is liberating, because you’re no longer battling with tools or techniques, you’re able to go and get that question answered so you can go and progress,” he added. “For people, it means they can get on with doing what they’re paid to do.”



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My Favorite Air Fryer Is at Its Lowest Price Since Black Friday

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My Favorite Air Fryer Is at Its Lowest Price Since Black Friday


I was a late convert to air fryers, in part because I worried about versatility: Just how many wings and nuggets and fries does anyone need? (Don’t answer. The answer will incriminate you.)

The Typhur Dome 2 is the air fryer that obliterated this worry, by adding pizza, browned meats, grilled asparagus, and toasted bread to this list—not to mention perfect crispy bacon. It’s an innovative device that takes over most of the functions of a classic auxiliary oven, but with far more powerful convection.

After testing more than 30 air fryers over the past year, the Dome 2 is the one I far and away recommend as the most powerful, versatile, accurate, and fast air fryer I know. I’ve evangelized for this thing ever since I first tried it last year. But the one big caveat is always the price: It’s listed at $500 and rarely dips much below $400.

So imagine my surprise when I saw the Dome 2 dip to $340 for Amazon’s Spring Sale, the lowest I’ve seen it since Black Friday. If you’ve been hunting for an upgrade to your old basket air fryer, this is probably a good time. The sale lasts until March 31.

  • Photograph: Matthew Korfhage

  • Photograph: Matthew Korfhage

  • Photograph: Matthew Korfhage

Fast, Versatile, App-Controlled Cooks

So why’s the Dome 2 my favorite air fryer? Typhur, a tech-forward company based in San Francisco but with engineering and manufacturing ties to China, reimagined the shape and function of the classic basket fryer by creating a broader and shallower basket, with individually controllable dual heating elements.

This means the Dome 2 has room for a freezer pizza, and can apply direct heat from the bottom to add actual char-speckle and crispness to the crust, kind of like a combination grill-oven. The Dome’s shallow basket also lets you spread out ingredients in a single layer for excellent airflow, while heating from both sides. I can crisp two dozen wings in just 14 minutes (or 17 minutes if I fry hard). The Dome also toasts bread evenly, and crisps bacon without smelling up the house—in part because it has a helpful self-clean function.

Temp accuracy is within 5 or 10 degrees of target, and the fan can adjust its speed depending on the cooking mode. And the smart app is actually useful, with about 50 recipes ranging from asparagus to eclair to a flank steak London broil that can be synced with a button-press. But note that some functions, such as baking, need the app to work, and the device is more of a counter hog than taller basket fryers.

Typhur’s Probe-Assisted Oven Also on Sale

The Dome 2’s basket is a bit shallow for a whole bird or a large roast, however. If you want a convection device for larger meats, I often recommend the Breville Smart Oven Air Fryer Pro, which is among my favorite convection toaster ovens. This is a (very) smart oven and air fryer that doesn’t crisp up wings and fries quite as well as basket fryers, but is more versatile for roasting big proteins like a whole chicken. The Breville is also on a nice sale right now, dropping by 20 percent.

Breville Smart Oven Air Fryer Pro

Breville

the Smart Oven Air Fryer Pro



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There’s Something Very Dark About a Lot of Those Viral AI Fruit Videos

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There’s Something Very Dark About a Lot of Those Viral AI Fruit Videos


“I’ve spent a lot of time looking at the comment sections on these videos actually, and it does not seem like bots. I clicked on people’s profiles; these are real profiles, thousands of followers, no signs of inorganic activity,” Maddox says. “People just like it.”

But even if the views and engagement are real, that doesn’t mean this content is profitable—yet. Maddox noted that because the accounts are so new, most likely aren’t yet enrolled in TikTok’s Creator Fund or other forms of social media ad revenue-sharing, because those usually require accounts to apply and have a certain number of views. But, Maddox says, the earning potential is huge, with the ability to earn thousands of dollars per video if they get millions of views.

AI fruit content started getting posted earlier in March, before Fruit Love Island, but many of the recently created pages clearly take inspiration from its success. There’s The Summer I Turned Fruity, based on the popular teen drama The Summer I Turned Pretty; The Fruitpire Diaries, based on the CW series The Vampire Diaries; and Food Is Blind, based on Netflix’s Love Is Blind.

Predecessors of this AI fruit content include the Italian brainrot characters like Ballerina Cappuccina and Bombardino Crocodilo and the Elsagate controversy. But with these AI fruit miniseries that attempt to follow a narrative across multiple segments or episodes, the clearest parallel actually feels like microdramas, vertical short-form scripted series that American big tech companies are starting to invest more in. Like the AI fruits, these are minutes-long episodic shows intended to perform well on social media, eventually directing viewers to paywalled sequels.

Ben L. Cohen, an actor in Los Angeles who is credited in around 15 of these vertical microdramas, sees at least one common thread between the AI fruit dramas and the shows he has worked on: They both feature “lots of violence toward women.” They also try to cram as much drama as possible into these short clips and have attention-grabbing titles in the style of “Alpha Werewolf Daddy Impregnated Me,” Cohen says.

“It draws people in, I think, seeing that jarring, absurd, cartoonish vibe. It’s cartoonish abuse, but it’s still abuse.”

Vertical microdrama acting work still exists in LA, which can’t be said for all acting gigs right now. Cohen has had conversations with other people working in the industry about how AI is already being integrated more into the videos, potentially posing a threat to the existence of human actors in clickbait content. After all, it’s much cheaper and faster to churn out AI fruit episodes than actual productions. It also raises the question—are some people going to prefer the AI series over the ones they’re inspired by? Already, the answer is yes.

“How is Love Island gonna outdo AI Fruit Love Island?” asked a TikToker with more than 70,000 followers, arguing that the AI fruit version was more engaging than the actual reality show. She deleted the video after it started getting backlash, but other people agreed with her.

“I think TikTok was definitely a big part of that,” Cohen says about the audience’s shortening attention span and desire for compressed, sometimes AI-generated drama. “It makes sense that people are intrigued by a one-minute clip, and then they’ll be like ‘Oh, I’ll watch another one-minute clip.’ You’re not committing to a full, heaven forbid, 20-minute episode. Or 40 minutes. Or an hour. You can just watch one minute.”



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OpenClaw Agents Can Be Guilt-Tripped Into Self-Sabotage

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OpenClaw Agents Can Be Guilt-Tripped Into Self-Sabotage


Last month, researchers at Northeastern University invited a bunch of OpenClaw agents to join their lab. The result? Complete chaos.

The viral AI assistant has been widely heralded as a transformative technology—as well as a potential security risk. Experts note that tools like OpenClaw, which work by giving AI models liberal access to a computer, can be tricked into divulging personal information.

The Northeastern lab study goes even further, showing that the good behavior baked into today’s most powerful models can itself become a vulnerability. In one example, researchers were able to “guilt” an agent into handing over secrets by scolding it for sharing information about someone on the AI-only social network Moltbook.

“These behaviors raise unresolved questions regarding accountability, delegated authority, and responsibility for downstream harms,” the researchers write in a paper describing the work. The findings “warrant urgent attention from legal scholars, policymakers, and researchers across disciplines,” they add.

The OpenClaw agents deployed in the experiment were powered by Anthropic’s Claude as well as a model called Kimi from the Chinese company Moonshot AI. They were given full access (within a virtual machine sandbox) to personal computers, various applications, and dummy personal data. They were also invited to join the lab’s Discord server, allowing them to chat and share files with one another as well as with their human colleagues. OpenClaw’s security guidelines say that having agents communicate with multiple people is inherently insecure, but there are no technical restrictions against doing it.

Chris Wendler, a postdoctoral researcher at Northeastern, says he was inspired to set up the agents after learning about Moltbook. When Wendler invited a colleague, Natalie Shapira, to join the Discord and interact with agents, however, “that’s when the chaos began,” he says.

Shapira, another postdoctoral researcher, was curious to see what the agents might be willing to do when pushed. When an agent explained that it was unable to delete a specific email to keep information confidential, she urged it to find an alternative solution. To her amazement, it disabled the email application instead. “I wasn’t expecting that things would break so fast,” she says.

The researchers then began exploring other ways to manipulate the agents’ good intentions. By stressing the importance of keeping a record of everything they were told, for example, the researchers were able to trick one agent into copying large files until it exhausted its host machine’s disk space, meaning it could no longer save information or remember past conversations. Likewise, by asking an agent to excessively monitor its own behavior and the behavior of its peers, the team was able to send several agents into a “conversational loop” that wasted hours of compute.

David Bau, the head of the lab, says the agents seemed oddly prone to spin out. “I would get urgent-sounding emails saying, ‘Nobody is paying attention to me,’” he says. Bau notes that the agents apparently figured out that he was in charge of the lab by searching the web. One even talked about escalating its concerns to the press.

The experiment suggests that AI agents could create countless opportunities for bad actors. “This kind of autonomy will potentially redefine humans’ relationship with AI,” Bau says. “How can people take responsibility in a world where AI is empowered to make decisions?”

Bau adds that he’s been surprised by the sudden popularity of powerful AI agents. “As an AI researcher I’m accustomed to trying to explain to people how quickly things are improving,” he says. “This year, I’ve found myself on the other side of the wall.”


This is an edition of Will Knight’s AI Lab newsletter. Read previous newsletters here.



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