AI News Mar 11, 2026
What are the top AI breakthroughs?
This Mar 11, 2026 covers 10 curated AI news items spanning technology, research, and product developments. An AI agent hacked McKinsey's internal AI platform called Lilli in just two hours. Security firm Codewall used a decades...
An AI agent hacked McKinsey's internal AI platform called Lilli in just two hours. Security firm Cod…
An AI agent hacked McKinsey's internal AI platform called Lilli in just two hours. Security firm Codewall used a decades-old technique to gain access to the system used by over 43,000 employees for strategy work and research. The incident highlights the security risks of enterprise AI platforms.
A gold rush is emerging in China around OpenClaw, a popular open-source AI tool that can take over d…
A gold rush is emerging in China around OpenClaw, a popular open-source AI tool that can take over devices and complete tasks autonomously. Entrepreneurs and developers are leveraging the technology to create new business models, leading to a vibrant ecosystem of startups and services. The rapid spread demonstrates the enormous potential of AI agents in everyday life.
Nvidia debuts Nemotron 3 Super, a massive open-weight model with 120 billion parameters. Simultaneou…
Nvidia debuts Nemotron 3 Super, a massive open-weight model with 120 billion parameters. Simultaneously, the company plans to invest $26 billion over the next five years to build open models. This massive investment underscores Nvidia's commitment to open-source AI and could intensify competition in the model market.
Google has released Gemini Embedding 2, which for the first time unifies text, images, video, and au…
Google has released Gemini Embedding 2, which for the first time unifies text, images, video, and audio in a single vector space. This native multimodal embedding model aims to cut costs and speed up processing in enterprise data stacks. It marks a significant advancement in how machines represent and retrieve information across different media types.
Perplexity announces 'Personal Computer,' an OpenClaw-like AI agent that can run on a Mac, plus an e…
Perplexity announces 'Personal Computer,' an OpenClaw-like AI agent that can run on a Mac, plus an enterprise version. The agent can autonomously perform tasks on a user's computer, representing another step toward personal AI assistants that interact directly with the operating system.
Anthropic has launched the 'Anthropic Institute,' an internal think tank dedicated to studying how p…
Anthropic has launched the 'Anthropic Institute,' an internal think tank dedicated to studying how powerful AI affects society, the economy, and security. The initiative shows the growing awareness within the AI industry of the broader societal consequences of its technologies and the need for proactive research in this area.
Anthropic is upgrading its Claude add-ins for Excel and PowerPoint to now share context across open …
Anthropic is upgrading its Claude add-ins for Excel and PowerPoint to now share context across open files. AI skills are available directly within the add-ins, enabling reusable workflows across multiple applications. This strengthens Claude's position in the competitive enterprise AI market.
A new study finds that about half of the AI-written code that passes a popular industry benchmark wo…
A new study finds that about half of the AI-written code that passes a popular industry benchmark would get rejected by real developers. Research from METR reveals a significant gap between automated benchmarks and the practical code quality expected in real-world projects.
Superhuman has disabled Grammarly's 'Expert Review' feature after it was revealed to provide editing…
Superhuman has disabled Grammarly's 'Expert Review' feature after it was revealed to provide editing suggestions 'inspired by' real authors without their permission. The move follows criticism over the use of journalists' and authors' names and styles for AI-generated writing assistance.
OpenAI has released IH-Challenge, a training dataset designed to teach AI models which instructions …
OpenAI has released IH-Challenge, a training dataset designed to teach AI models which instructions to trust. Early results show significant improvements in security and prompt injection defense. This is an important step toward making AI models more robust and reliable.
Top AI Videos This Week
2 curated YouTube videos about AI developments.
This concise video introduces a suite of free AI tools from Google applicable to creative tasks like…

This concise video introduces a suite of free AI tools from Google applicable to creative tasks like text, image, and audio. It's perfect for non-technical professionals seeking practical, easily accessible tools to enhance their work without relying on multiple separate apps.
The video showcases UPDF AI, a tool that revolutionizes working with PDF documents like contracts, r…

The video showcases UPDF AI, a tool that revolutionizes working with PDF documents like contracts, reports, and research papers. It demonstrates how the AI analyzes, summarizes, translates, and even corrects PDFs – a massive efficiency boost for any profession regularly handling documents.
What are the latest AI investment signals?
Latest AI investment signals: 5 funding rounds, 5 stock movements, and 5 M&A transactions.
Primary Market – Funding Rounds
| Company | Amount | Round | Investors |
|---|---|---|---|
| Alan | Not disclosed | Late/PE | |
| Entrepreneurs First | $200M | Late/PE | |
| Spotlight Pathology | £1.4M | Seed | |
| Another Earth | €3.5M | Seed | Wake-Up Capital |
| Sybilion | $4.2M | Seed |
Secondary Market – Stock Movements
| Ticker | Price | Change |
|---|---|---|
| NVDA | ||
| TW | ||
| AMZN | ||
| Ripple | ||
| PayPay |
M&A – Mergers & Acquisitions
| Acquirer | Target | Deal Value | Deal Type |
|---|---|---|---|
| Microsoft | Data center capacity (Abilene, TX) | Not disclosed | Acquisition |
| Wiz | $32B | Acquisition | |
| Netflix | InterPositive | $600M | Acquisition |
| Legora | Canadian legal AI startup | Not disclosed | Acquisition |
| Nvidia | Nebius | $20B | Acquisition |
What are practical AI tips this week?
5 practical AI tips curated from Reddit communities and expert blogs. Create specific meta-prompts for targeted tasks...
Prompt Tips
Create specific meta-prompts for targeted tasks
Use massive meta-prompts for specific tools like Gemini Gems
Prompt Tips
Test transparent interaction protocols
Test if transparent communication protocols improve AI answers
Productivity
Use prompt chains for complex tasks
Generate comprehensive business plans using prompt chains
Productivity
Index code into graph databases for context
Use MCP servers to index code into graph databases
Productivity
Balance API costs with performance for coding
Balance API costs with current coding models