Databricks recently launched Lakewatch, an AI-driven security platform designed to enhance threat detection and response for businesses. To bolster this initiative, Databricks acquired two startups, Antimatter and SiftD.ai, integrating their expertise into the new platform. Lakewatch leverages AI agents, including those powered by Anthropic's Claude, to manage large security datasets and automate tasks, positioning Databricks to challenge established cybersecurity firms and potentially support a future IPO as early as 2026.
Meanwhile, Meta President Dina Powell McCormick emphasized the urgent need for the U.S. to develop a new workforce within two years to remain competitive in the global AI race. She highlighted the critical role of skilled workers, such as electricians and construction workers, in building the necessary AI infrastructure. McCormick described AI as a "transformation of humanity" and an "equalizer," democratizing industries and jobs through its affordability and innovative applications.
In other developments, cloud distributor Sherweb secured a significant equity investment from Investissement Québec to fuel its global expansion and platform enhancements. Sherweb focuses on serving small and medium-sized businesses with Microsoft cloud and AI offerings, reporting over 400 percent revenue growth for Microsoft Copilot in 2025. Concurrently, Cisco introduced DefenseClaw, a new security tool aimed at protecting against risks posed by autonomous AI agents by scanning for malicious code and monitoring their behavior in sandboxed environments.
The expanding reach of AI also brings both challenges and innovative solutions. The FBI issued a warning about a sharp rise in cybercriminals using AI to create deepfake images for child exploitation, making prosecution more difficult. Conversely, researchers at the University at Buffalo developed an AI-powered method to accurately measure recycled plastic content, combining four sensing techniques to support a circular economy. St. Bonaventure University also launched an "AI Literacy" course to teach students responsible and ethical AI use, including tools like ChatGPT.
Regarding AI content, Jon Roberts of People Inc. noted a growing trend in AI content licensing marketplaces. People Inc. holds agreements with OpenAI, Meta, and Microsoft, primarily for training data in their AI labs. Despite the high demand for content access, Roberts indicated that the actual revenue generated from these licensing deals remains limited, with the economic models still under development. However, investigative journalists also warn that the AI industry's hype often masks the exploitation of African digital workers, who are reportedly paid below subsistence wages for refining large language models, a practice likened to colonial extractivism.
Key Takeaways
- Databricks launched Lakewatch, an AI security platform, acquiring Antimatter and SiftD.ai, and utilizing Anthropic's Claude for threat detection.
- Meta President Dina Powell McCormick highlights the urgent need for a new US workforce, including electricians, within two years to build AI infrastructure and maintain global competitiveness.
- Sherweb received an investment from Investissement Québec to expand globally, focusing on Microsoft cloud and AI offerings, with Microsoft Copilot seeing over 400% revenue growth in 2025.
- Cisco introduced DefenseClaw, a security tool designed to protect against autonomous AI agents by scanning for malicious code and monitoring runtime behavior.
- The FBI warns of a significant increase in AI-driven child exploitation scams, where criminals use deepfake technology, making law enforcement efforts more challenging.
- University at Buffalo researchers developed an AI-powered method combining four sensing techniques to accurately measure recycled plastic content, supporting a circular economy.
- St. Bonaventure University launched an "AI Literacy" course to educate students on the responsible and ethical use of AI tools like ChatGPT.
- Jon Roberts of People Inc. notes that while AI content licensing for training data is booming with deals involving OpenAI, Meta, and Microsoft, the actual revenue generated remains limited.
- Investigative journalists argue that AI hype masks the exploitation of African digital workers, who are often paid below subsistence wages for refining large language models.
Databricks enters cybersecurity with new AI platform Lakewatch
Databricks is launching Lakewatch, a new security platform that uses AI to help businesses. This platform is designed to handle large amounts of security data and use generative AI to automate threat detection and response. Lakewatch aims to challenge existing cybersecurity companies by addressing the increasing complexity of modern threats. The system embeds AI agents to analyze data, prioritize alerts, and assist security analysts. Databricks' approach builds on its lakehouse architecture, separating storage costs from processing to reduce expenses and improve visibility.
Databricks launches AI security tool Lakewatch, buys two startups
Databricks has introduced Lakewatch, an AI-driven security product for better threat detection. The company also announced the acquisition of two startups, Antimatter and SiftD.ai, to boost its development. Lakewatch uses AI agents powered by Anthropic's Claude to perform Security Information and Event Management tasks on large datasets. Antimatter's technology helps secure data for AI agents, while SiftD.ai offers tools for human and agent interaction. These acquisitions aim to strengthen Databricks' investment in AI-powered security.
Databricks buys startups for new AI security platform ahead of IPO
Databricks has acquired two startups, Antimatter and SiftD.ai, to launch its new AI security platform called Lakewatch. This platform uses AI agents, including Anthropic's Claude, for advanced threat detection. The acquisitions bring in crucial cybersecurity expertise, with Antimatter focusing on secure data control for AI agents and SiftD.ai offering tools for human and AI collaboration. Andrew Krioukov, founder of Antimatter, will lead the Lakewatch development team. These moves support Databricks' potential IPO, expected as early as 2026.
Meta president: US needs new workforce for AI race
Meta President Dina Powell McCormick stated that the U.S. needs a completely new workforce within two years to remain competitive in the AI race. She highlighted the significant need for skilled workers, such as electricians, to build the necessary AI infrastructure. McCormick emphasized that these workers are crucial for America's success in the global AI competition. She also noted the immense capital, energy, and talent required for AI development, with Meta focusing on energy and infrastructure strategies.
Meta president calls AI 'the transformation of humanity'
Meta President Dina Powell McCormick described the current era as a 'transformation of humanity' driven by AI. She noted that people are finding innovative ways to use AI technology that were previously unimaginable. McCormick pointed out the importance of various workers, including welders, construction workers, and electricians, in this transformation. She also views AI as an 'equalizer' that can democratize industries and jobs by being an affordable tool.
Sherweb gets investment for AI, marketplace growth
Sherweb, a cloud distributor, has received a significant equity investment from Investissement Québec. This funding will support the company's expansion into new geographic markets beyond North America and the UK. Sherweb also plans to invest more in its platform, add new vendors and services to its marketplace, and pursue strategic acquisitions. The company remains focused on serving SMBs with Microsoft cloud and AI offerings, particularly Microsoft Copilot, which saw over 400 percent revenue growth in 2025.
Cisco secures AI agents with new DefenseClaw tool
Cisco has introduced DefenseClaw, a security tool designed to protect against risks posed by autonomous AI agents, also known as 'Claws'. These agents, built on frameworks like OpenClaw, can perform actions like browsing the web and managing databases. DefenseClaw acts as a bodyguard by scanning agent 'Skills' for malicious code, monitoring their runtime behavior in a sandboxed environment, and analyzing their actions. This aims to prevent security threats such as data exfiltration and unauthorized command execution.
New AI method detects recycled plastic percentage
Researchers at the University at Buffalo have developed a new AI-powered method to accurately measure the percentage of recycled plastic in products. This method combines four sensing techniques: triboelectric testing, dielectric/impedance spectroscopy, capacitance analysis, and mid-infrared spectroscopy. Machine learning analyzes the data from these tests to differentiate recycled plastic from new plastic by detecting subtle differences like impurities and broken polymer chains. The goal is to verify recycled content claims and enforce recycling regulations, supporting a circular economy.
FBI warns of AI-driven child exploitation scams
The FBI has issued a warning about a sharp rise in cybercriminals using artificial intelligence to sexually exploit children online. Criminals are employing AI to create deepfake images or alter existing content to coerce and exploit young victims. This advanced tactic makes it more difficult for law enforcement to identify and prosecute offenders. The FBI advises parents to educate children about online safety, monitor their internet activities, and use parental control tools to help prevent exploitation.
St. Bonaventure launches AI Literacy course
St. Bonaventure University has introduced a new 'AI Literacy' course to help students understand and use artificial intelligence responsibly. The course covers the ethical implications of AI tools like ChatGPT and teaches students how to use them effectively in their education. It also explores the technical aspects of AI. The university aims to ensure younger generations are well-informed about AI, making it a productive part of their lives and studies rather than just a shortcut.
AI content licensing boom brings opportunities but low revenue
Jon Roberts, Chief Innovation Officer at People Inc., discussed the growing trend of AI content licensing marketplaces at the Digiday Publishing Summit. While many companies are emerging to license publisher content for AI training, the actual revenue generated from these deals is still limited. People Inc. has AI licensing agreements with OpenAI, Meta, and Microsoft, with deals involving OpenAI and Meta focused on their AI labs for training data. Roberts noted that while there's a high demand for content access, the economics of these deals are still being developed.
AI hype masks exploitation of African workers
Investigative journalists Maréché Arends and Kathryn Cleary argue that AI hype is a modern form of colonial extractivism, masking the exploitation of African digital workers. They describe how the promotion of AI as an inevitable force for transformation disguises the appropriation of African expertise. The journalists highlight that workers in the AI economy, particularly those refining LLMs, are often paid below subsistence wages and treated as disposable. This practice echoes historical colonial economies, where resources and labor are extracted for profit without fair recognition or compensation.
Sources
- Databricks Expands Into Cybersecurity With AI-Driven Lakewatch Platform
- Databricks Expands AI Security Strategy with Lakewatch Launch and Dual Acquisitions
- IPO Prospect Databricks Buys Two Startups to Power New AI Security Platform
- Exclusive: U.S. needs "whole new workforce" for AI, Meta president says
- Exclusive: Meta president says AI is "the transformation of humanity"
- Sherweb Co-CEO: First Outside Investment Signals A Bigger Push Into AI, Marketplace Expansion, And M&A
- The agentic workforce is here: Why Cisco just put a 'Claw' on AI security
- New Method Can Determine the Percentage of Recycled Plastic in Plastic Products
- FBI warning about AI-based sexual exploitation scams
- What is Included in St. Bonaventure's New "AI Literacy" Course?
- People Inc.’s Jon Roberts on the AI licensing boom – and the revenue lag
- How AI Hype Masks the Exploitation of African Workers
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