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March 19, 2026

News & Trends
Meta is having trouble with rogue AI agents

Meta is experiencing problems with rogue AI agents that are exposing sensitive company and user data. An incident occurred where an AI agent posted a response without permission, making data available to unauthorized engineers. Meta has deemed this a 'Sev 1' incident, the second-highest level of severity.

Nvidia's Multibillion-Dollar Networking Division

Nvidia's networking business has grown into its second-largest revenue driver, with $11 billion in revenue last quarter, driven by growth in AI processing. The division includes tech like NVLink and Nvidia InfiniBand Switches, and is expected to continue growing as AI adoption increases.

DOD says Anthropic's 'red lines' make it an 'unacceptable risk to national security'

The US Department of Defense has stated that Anthropic poses an 'unacceptable risk to national security' due to its 'red lines' on AI usage, sparking a lawsuit from the company. Anthropic had requested the court to temporarily block the DOD's label, citing concerns over the department's argument that the company might disable its technology during warfighting operations.

Rozum AI

A water desalination startup, Waterline Development, created Rozum, a multi-model reasoning system, after wasting $200k on incorrect answers from commercial AI models. Rozum operates multiple AI models in parallel and synthesizes their answers through a verification layer, providing more accurate results.

Amazon security boss says crims abused max-security Cisco firewall flaw weeks before disclosure

Ransomware criminals exploited a maximum-severity bug in Cisco Secure Firewall Management Center software as a zero-day vulnerability more than a month before Cisco patched the hole. The critical security flaw allows an unauthenticated, remote attacker to execute arbitrary Java code as root on vulnerable devices.

Options & Tutorials
The Gemini-powered features in Google Workspace that are worth using

Google has integrated Gemini across Google Workspace, offering features like automatic summarization, drafting content, and organizing data. The best features include summarizing long documents, generating replies in Gmail, and creating slides in Google Slides. Gemini also helps with note-taking in Google Meet, searching files in Drive, and scheduling meetings in Calendar.

Microsoft Fabric Database Hub

Microsoft has launched a database management tool, Database Hub, on its Fabric data platform. The tool promises to help users manage multiple databases sharing a single SQL engine, including Azure SQL Server, Azure Cosmos DB, and Azure Database for PostgreSQL and MySQL. The unified database management experience will help manage systems on-premises, on PaaS, and on SaaS. Microsoft also plans to add AI capabilities to the Database Hub to save time and boost performance.

AI for software developers is in a 'dangerous state'

Birgitta Böckeler, Thoughtworks AI lead, warns that AI is too useful not to use, but using it means developers give up experience needed to review what it does, leading to potential risks such as bad code, malware, and secret extraction. The trend towards less supervision and increasing cost of AI agents is also a concern.

Java 26 Released

Java 26 has been released with 10 JEPs, including language innovation, library improvements, performance, and security enhancements. Key features include Ahead-of-Time Object Caching, Lazy Constants, and Vector API. The release also removes the Applet API and improves HTTP/3 support.

Blurring the Lines: Engineering & Data Teams in the Age of AI

QCon London 2026 discusses the blurring of lines between engineering and data teams in AI-driven systems, emphasizing data contracts, full-stack observability, and shared ownership of data quality for reliable AI-powered features at scale.

Launches & Tools
Gecko Robotics lands largest US Navy robotics deal

Gecko Robotics has signed a 5-year IDIQ deal with the US Navy to use its robots and sensors for inspecting and maintaining the Navy's fleet of ships, with an initial award of $54M and a ceiling of $71M. The deal aims to help the Navy reach its goal of 80% ship readiness by 2027 and reduce maintenance costs.

Eragon Startup

Eragon, a startup founded by Josh Sirota, aims to revolutionize enterprise software by making it interact like a prompt. The company has raised $12 million at a $100 million post-money valuation to build an agentic AI operating system for enterprise customers. Eragon's goal is to replace traditional software interfaces with a natural language prompt-based system, allowing users to interact with software in a more intuitive way.

Sequen snags $16M to bring TikTok-style personalization tech

Sequen, a startup founded by Zoë Weil, has raised $16 million in Series A funding to bring TikTok-style personalization technology to consumer companies. The company's technology uses large event models to personalize user experiences in real-time, without relying on user identity or third-party cookies. Sequen's platform, RankTune, allows businesses to access its ranking models and algorithms through APIs, providing a more privacy-forward approach to personalization.

Microsoft Hires Cove Team

Microsoft has hired the team behind Cove, a Sequoia-backed AI collaboration platform. Cove's service is shutting down, and its technology will be integrated into Microsoft's ecosystem. The platform offered an infinite whiteboard where AI could generate blocks for tasks, and it competed with companies like Miro and TLDraw.

Anthropic's Claude claws its way towards the top of the AI market

Anthropic's Claude AI model has seen significant growth in business software subscriptions, with a 4.9% increase in February, while OpenAI's subscription share fell 1.5%. This growth is attributed to Anthropic's public commitment to responsible AI and its pushback against the Pentagon, which has raised its profile among users who value such sentiment.

Quick Links
Funding and procurement to target UK quantum innovation

The UK government has committed to investing £1bn over the next four years to enable the country to deliver quantum computing at scale. The funding will support breakthroughs in sensing and navigation, and the skills and infrastructure needed to bring these technologies to market. A procurement programme, ProQure, will also be rolled out to identify promising companies and deliver state-of-the-art prototypes for evaluation.

Google’s data center power playbook comes into focus

Google is working with Michigan utility DTE to add 2.7 gigawatts of new resources, including solar power, energy storage, and clean resources, to power a new data center in suburban Detroit. The deal includes 1.6 gigawatts of solar power, 400 megawatts of four-hour energy storage, and 50 megawatts of long-duration energy storage.

Alibaba Cloud Hikes Prices

Alibaba Cloud has announced a price hike of up to 34% for its services, citing rising hardware costs and increased demand for AI. The price increase affects compute, storage, and SaaS services, including those running on Alibaba's own silicon. Existing customers will not be affected until their next renewal cycle.

North Korea's Fake IT Worker Army

Researchers at IBM X-Force and Flare Research have uncovered data on North Korea's fake IT worker schemes, which operate by infiltrating companies to funnel money back to the regime and steal sensitive information. The schemes involve recruiters, facilitators, IT workers, and collaborators, with workers using fake identities and tools like Google Translate to pursue work opportunities.

Interlock Ransomware Exploits Cisco Flaw in Zero-Day Attacks

The Interlock ransomware gang has been exploiting a maximum severity remote code execution (RCE) vulnerability in Cisco's Secure Firewall Management Center (FMC) software in zero-day attacks since late January. Cisco patched the security flaw on March 4, warning that it could allow unauthenticated attackers to remotely execute arbitrary Java code as root on unpatched devices.

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