Your Weekly Digest

One weekly brief covering the most important AI launches, research, and product moves from the previous week.

Weekly digest

May 18–24, 2026

28 posts · 5 sources

Gemini Unveils New Agentic AI Models, Claude Bolsters Enterprise Security

Google I/O 2026 ushered in the 'agentic Gemini era,' with the introduction of new models like Gemini 3.5 Flash and Gemini Omni, alongside AI-powered tools for science, design, and world simulation. Anthropic heavily focused on enterprise AI security, enhancing Claude's integrations and successfully identifying thousands of vulnerabilities in critical software. Concurrently, Cursor was recognized as a leader in AI coding agents and released an upgraded version of its Composer tool.

  • Google launched Gemini 3.5 Flash and Gemini Omni, emphasizing an 'agentic AI' future across its products and scientific research initiatives.
  • Anthropic introduced 28 new security and compliance integrations for Claude and initiated 'Project Glasswing,' identifying over 10,000 software vulnerabilities.
  • Cursor was named a Leader in the Gartner Magic Quadrant for Enterprise AI Coding Agents and released Composer 2.5 with significant intelligence improvements.
  • Google expanded content transparency and verification efforts across its ecosystem, integrating SynthID and C2PA Content Credentials.
  • DeepMind announced a new national partnership to strengthen Singapore's AI future through strategic collaborations.
Cursor

Cursor named a Leader in the 2026 Gartner® Magic Quadrant™ for Enterprise AI Coding Agents

Cursor has been named a Leader in the 2026 Gartner Magic Quadrant for Enterprise AI Coding Agents, earning the furthest placement on Completeness of Vision. Over 70% of the Fortune 500 currently leverage Cursor to deploy and manage coding agents across their software development lifecycle. The company plans to further enhance its platform by focusing on frontier intelligence, including a partnership with SpaceXAI for model training, expanding agent automation across the SDLC, and deepening enterprise controls, collaboration, and flexibility.

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Claude

How Anthropic's finance team uses Claude to shape the narrative behind the numbers

Anthropic's corporate finance team, led by Alice Fong, utilizes Claude to ensure a consistent and accurate financial narrative for the CFO and board. By integrating Claude Cowork and Claude for Excel into their workflows, the team automates the validation of numbers and claims against a single source of truth, even as figures are constantly updated. This dramatically reduces the time spent on manual reconciliation, freeing up 10 to 20 hours per week for higher-impact tasks like strategic collaboration and creative analysis. Claude also assists in drafting initial reports and flagging inconsistencies, significantly enhancing efficiency and the reliability of financial communications.

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Anthropic

Project Glasswing: An initial update

Project Glasswing, a collaborative effort to secure critical software before AI models can exploit it, has made significant progress in its first month. Using Claude Mythos Preview, the project and its 50 partners have identified over ten thousand high- or critical-severity vulnerabilities across systemically important software. This AI model has drastically accelerated bug-finding rates, with partners like Cloudflare and Mozilla reporting tenfold increases and superior performance to human testers. The primary challenge has now shifted from discovering vulnerabilities to efficiently verifying, disclosing, and patching the large volume found by AI.

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Claude

Claude now works with more security and compliance tools

Claude has introduced 28 new integrations with prominent security and compliance tools, allowing enterprise IT and security teams to govern Claude usage consistently. These integrations are powered by the Claude Compliance API, which provides programmatic access to conversation content and activity events across the platform. This enables organizations to apply their existing data loss prevention (DLP), monitoring, and security policies to Claude, centralizing security and compliance efforts within their current infrastructure. Notable partners include Cloudflare, CrowdStrike, Microsoft Purview, and Palo Alto Networks.

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Claude

How our partners are putting Opus to work for cybersecurity

Anthropic's partners, including Wiz, Palo Alto Networks, and Accenture, are leveraging Claude Opus to significantly enhance cybersecurity defenses. They are utilizing the AI model to rapidly find and remediate vulnerabilities while deploying AI defense solutions at scale. Early results showcase dramatic improvements, with Wiz achieving continuous pentesting across over 150,000 assets and thousands of critical findings weekly, Palo Alto Networks completing a year's worth of pentesting in under three weeks, and Accenture boosting security testing coverage from 10% to over 80% across numerous applications. This demonstrates how frontier models like Opus are providing defenders with a substantial capability advantage in offensive testing and vulnerability management.

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Cursor

What we’ve learned building cloud agents

Building cloud agents has evolved from a simple extension of local agents to a complex task involving dedicated virtual machines for parallel, unattended, and long-running operations. A key lesson learned is that providing a full, reconstructed development environment is crucial for optimal agent performance, necessitating significant infrastructure development for environment management, checkpointing, and network access. Furthermore, ensuring durable execution for these long-running agents, susceptible to VM disruptions, led to a migration to platforms like Temporal, which significantly improved reliability and enabled continuous, extensive operations.

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Claude

How an Anthropic sales leader uses Claude Cowork to run a 4,000-account book

Anthropic's Head of US Mid-Market GTM, Travis Bryant, utilizes Claude Cowork to efficiently manage his 4,000-account sales book. The AI tool automates daily tasks such as scheduling meeting rooms and preparing customer call briefs by pulling data from various systems like BigQuery and Salesforce. It also generates detailed weekly forecast reports for leadership, saving approximately three hours per week. Most significantly, Claude Cowork performed an overnight, multi-dimensional account propensity scoring for the entire mid-market segment, a complex task that previously consumed hundreds of cross-functional hours, allowing Bryant to focus on strategic decisions.

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DeepMind

Strengthening Singapore’s AI Future: A New National Partnership

The blog post announces a new national partnership established to strengthen Singapore's AI future. This initiative aligns with a broader global strategy of fostering AI advancements through strategic collaborations with national entities. Such partnerships, exemplified by recent agreements with India, the UK, the U.S. Department of Energy, and the Republic of Korea, typically focus on accelerating scientific discovery, ensuring AI responsibility and safety, and driving innovation.

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Claude

Using Claude Code: The unreasonable effectiveness of HTML

The Claude Code team is increasingly using HTML instead of Markdown for generating outputs, despite Markdown's historical dominance. This shift is driven by Markdown's limitations as AI agents become more powerful, making it difficult to read long files, generate rich visualizations, or easily share content. HTML offers superior information density with features like tables, CSS, and SVG, significantly improving visual clarity and readability for complex specifications. Moreover, HTML documents are easier to share as web links, fostering better collaboration and interaction compared to Markdown files.

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DeepMind

Accelerating discovery of liver disease mechanisms

Researchers are leveraging advanced technologies to accelerate the discovery of liver disease mechanisms, with a focus on uncovering new treatments and therapies. A multi-agent AI partner, known as Co-Scientist, is being utilized to accelerate research in this area. Additionally, scientists are exploring the repurposing of existing medicines to combat liver fibrosis, a key aspect of liver disease. By combining these approaches, researchers aim to gain a deeper understanding of liver disease and develop more effective treatments.

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Claude

Claude Managed Agents Updates

Claude Managed Agents has introduced two new features: self-hosted sandboxes and MCP tunnels. Self-hosted sandboxes allow agents to operate within a controlled environment, either on the user's own infrastructure or with managed providers like Cloudflare, Daytona, Modal, or Vercel, enabling greater security and control over sensitive files and services. MCP tunnels, available in research preview, enable agents to connect to private Model Context Protocol servers within a user's private network without exposing them to the public internet. These updates provide users with more flexibility and security in managing their agents and accessing internal services.

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DeepMind

Co-Scientist: A multi-agent AI partner to accelerate research

Co-Scientist is a multi-agent AI partner designed to significantly accelerate biomedical research by synthesizing vast literature and generating novel hypotheses. It has aided researchers in diverse fields, from identifying repurposed drugs for liver fibrosis and proposing new approaches for ALS, to fast-tracking genetic leads for cellular aging and uncovering mechanisms for metabolic liver disease. This AI system also helps pinpoint proteins causing severe disease and generates novel aging hypotheses, effectively shortening research timelines from months or years to days. Researchers describe Co-Scientist as a collaborative tool that dramatically enhances their ability to find connections and prioritize experiments.

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DeepMind

Fast-tracking genetic leads to reverse cellular aging

Researchers are exploring innovative approaches to reverse cellular aging by fast-tracking genetic leads. This involves utilizing cutting-edge technologies, such as multi-agent AI partners, to accelerate research and uncover new insights into the aging process. By leveraging these tools, scientists aim to identify potential therapeutic targets and develop effective treatments to combat age-related diseases. Ultimately, this research has the potential to open new paths in aging research and improve human health.

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DeepMind

Finding the molecular switches behind new infectious diseases

Researchers are working to identify the molecular switches that contribute to the development of new infectious diseases. This effort involves utilizing advanced technologies, such as multi-agent AI partners, to accelerate the research process. By uncovering the underlying mechanisms of various diseases, including liver fibrosis and ALS, scientists aim to discover new approaches to treatment and prevention. Ultimately, the goal is to fast-track genetic leads and reverse cellular aging, opening up new paths in aging research and disease discovery.

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DeepMind

Gemini 3.5: frontier intelligence with action

Google has introduced Gemini 3.5, its latest AI model family, beginning with the release of 3.5 Flash. This new model delivers frontier performance for agents and coding, excelling at complex, long-horizon tasks with real-world utility. Notably, 3.5 Flash offers this intelligence at exceptional speed, being four times faster than other frontier models, and is designed for efficient, large-scale agentic workflows. It is now globally available to consumers, developers, and enterprises across Google's platforms, with Gemini 3.5 Pro anticipated next month.

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Google Labs

Gemini for Science: AI experiments and tools for a new era of discovery

Google has launched Gemini for Science, a collection of AI tools and experiments designed to accelerate scientific discovery by empowering researchers across various fields. This initiative aims to address the paradox of rapidly growing knowledge by offering prototypes like Hypothesis Generation for creating and evaluating ideas, Computational Discovery for testing thousands of code variations, and Literature Insights for synthesizing research papers. These advanced AI capabilities are gradually being opened for public access via Google Labs and are also available as enterprise-grade solutions through Google Cloud, already being utilized by partners to drive real-world impact. Gemini for Science ultimately seeks to serve as a force multiplier for human ingenuity in scientific exploration.

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DeepMind

How WeatherNext helped the National Hurricane Center better predict Hurricane Melissa’s historic landfall in Jamaica

The provided content highlights WeatherNext 2, an advanced AI-driven weather forecasting model designed to improve tropical cyclone prediction, with related research set for June and November 2025. It also mentions GenCast, a separate model capable of predicting weather and extreme conditions with state-of-the-art accuracy, released in December 2024. This information details capabilities of these models but does not specifically elaborate on how WeatherNext helped the National Hurricane Center predict Hurricane Melissa.

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Google Labs

I/O 2026: Welcome to the agentic Gemini era

At Google I/O 2026, CEO Sundar Pichai highlighted the company's progress in AI innovation, marking 10 years since its pivot to an AI-first approach. Google has seen significant growth in AI adoption, with a 7x increase in tokens processed per month to over 3.2 quadrillion, and over 8.5 million developers building new apps and experiences with its models monthly. The company's Gemini models have driven user engagement, with 13 products now having over a billion users each, including Search, which has been upgraded with AI-powered features like AI Overviews and AI Mode. The Gemini app has also seen rapid growth, more than doubling its monthly active users to 900 million in just a year, with features like Personal Intelligence and Nano Banana image generation models.

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DeepMind

Introducing Gemini Omni

Nano Banana has introduced Gemini Omni, a new multimodal AI model that combines Gemini's reasoning with creative capabilities, starting with video generation and editing. Omni allows users to create high-quality videos from various inputs like images, audio, video, and text, leveraging Gemini's real-world knowledge. A key feature is conversational video editing, where users can transform scenes, reimagine actions, and ensure consistent characters and realistic physics across edits. The initial model, Gemini Omni Flash, is now rolling out to the Gemini app, Google Flow, and YouTube Shorts.

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DeepMind

Making it easier to understand how content was created and edited

Google is significantly expanding its content transparency and verification efforts across Search, Gemini, Chrome, Pixel, and Cloud to help users understand media origins and modifications. This initiative scales the use of SynthID, its digital watermarking technology, and integrates C2PA Content Credentials, an industry standard, into products like Pixel camera for authentic content and verification tools in Gemini, Search, and Chrome. The company is also deepening industry partnerships, with other tech firms adopting SynthID, and launching a new AI Content Detection API on Google Cloud for businesses to identify AI-generated content. These steps aim to make it easier to distinguish between AI-generated and original media while advocating for global provenance standards.

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Google Labs

New agents, mobile apps and Gemini Omni for Google Flow and Google Flow Music

Google has introduced new features for its Google Flow and Google Flow Music platforms, including Gemini Omni, a new AI model that enables precise video editing and bespoke workflow creation. The Google Flow Agent is also now available, allowing users to collaborate with an AI partner that can assist with brainstorming, creating, and editing projects. Additionally, Google Flow Music has been updated with new editing features, including the ability to highlight and modify specific sections of a song, and to transform the style of full tracks into different genres. These updates aim to provide users with more creative control and flexibility in their video and music production workflows.

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DeepMind

Opening new paths in aging research

Researchers are exploring new avenues in aging research, leveraging cutting-edge technologies to accelerate discovery. Recent advancements include the development of a multi-agent AI partner, known as Co-Scientist, to aid in research and the use of repurposed medicines to combat liver fibrosis. Additionally, scientists are uniting biological toolkits to tackle complex diseases such as ALS and investigating the molecular switches behind new infectious diseases. These innovative approaches aim to fast-track genetic leads and uncover new mechanisms to reverse cellular aging, ultimately opening up new paths in aging research.

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Google Labs

Pomelli adds new ways to build brand content and design websites.

Pomelli, a tool introduced in Google Labs last year to help small and medium-sized businesses create on-brand content, has been updated with new features. The Pomelli Agent allows users to build their Business DNA or brand identity by uploading materials or chatting with the agent, making it easier to create content. With a defined Business DNA, users can generate comprehensive brand books and design a complete website in just a few clicks. These new features aim to simplify the process of building brand content and designing websites for businesses, and can be tried out on Google Labs.

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Google Labs

Simulate real-world places with Project Genie and Street View

Project Genie, a general-purpose world model, has been enhanced with the integration of Google Street View, allowing users to create interactive environments based on real-world locations. This new capability, called Street View grounding, enables users to choose a location in the US and generate an imaginative world tied to real-world imagery, with various styles such as "Desert Sands" or "Ocean World". The feature is now available as part of Project Genie, an experimental prototype, which is being rolled out to Google AI Ultra subscribers globally. With this upgrade, users can explore and interact with virtual environments that combine the generative power of Genie with the real-world accuracy of Street View.

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DeepMind

Uncovering repurposed medicines to fight liver fibrosis

Researchers are exploring the potential of repurposed medicines to combat liver fibrosis, a condition characterized by scarring of the liver. This approach aims to accelerate the discovery of effective treatments by leveraging existing medications that have already undergone safety and efficacy testing. By uncovering new uses for established drugs, scientists hope to fast-track the development of therapies for liver fibrosis and other related diseases. This innovative strategy has the potential to improve treatment options and patient outcomes for those affected by liver disease.

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DeepMind

Uniting biological toolkits for a new approach to ALS

Researchers are exploring a new approach to combat ALS by uniting various biological toolkits. This innovative strategy aims to accelerate research and potentially uncover new treatments for the disease. By combining different tools and techniques, scientists hope to gain a deeper understanding of ALS and develop more effective therapies. The approach is part of a broader effort to leverage cutting-edge technologies and collaborative research to tackle complex diseases.

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Google Labs

We’re introducing new ways to design in real time with Stitch.

At I/O, new features were announced for Stitch, a design tool that enables real-time collaboration with the Stitch Agent. Users can now design with Stitch using text prompts, voice commands, or existing code and design files, allowing for a more natural and intuitive experience. The Stitch Agent works alongside users to build and refine ideas, and designs can be easily shared or exported to platforms like Google Antigravity or published directly to the web with Netlify. These updates are available to global users starting today, streamlining the design process and enabling more efficient collaboration.

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Cursor

Introducing Composer 2.5

Composer 2.5 is now available in Cursor, delivering substantial improvements in intelligence and behavior over Composer 2 by excelling at sustained work, reliably following complex instructions, and enhancing collaboration. These advancements stem from scaled training, more complex RL environments, new learning methods like targeted textual feedback, and a 25x increase in synthetic tasks. Built on Moonshot's Kimi K2.5, the update also sets the stage for a significantly larger model currently being co-trained with SpaceXAI using 10x more compute, aiming for a major leap in capability.

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