<h2>Must know</h2>
<ul>
<li><strong>Google’s Gemini 3 deep think tackles scientific problems</strong>: Google released Gemini 3 Deep Think, a specialized AI reasoning mode for science and engineering, achieving state-of-the-art performance on benchmarks and solving 18 long-standing research problems. This model is available to Google AI Ultra subscribers and via an early access API, demonstrating AI’s emerging role as a scientific collaborator by handling knowledge retrieval and verification. This is a significant step towards AI assisting in complex problem-solving. <a href="https://app.daily.dev/posts/AqkKO5e3f" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Anthropic secures $30 billion funding, expands enterprise AI</strong>: Anthropic secured a massive $30 billion Series G funding round, doubling its valuation to $380 billion, with plans to expand research, product development, and infrastructure. They report a $14 billion run-rate revenue, with Claude Code powering 4% of global GitHub commits. This funding highlights intense competition and investment in the AI space, particularly for enterprise-focused models and agentic capabilities. <a href="https://app.daily.dev/feed-by-ids?id=1GHMRD05q&amp;id=2ymo3nIhO&amp;id=ME3ZOSeAb&amp;id=SA0NoXAIa&amp;id=nANE0RqPL&amp;id=qEKSv8HcU&amp;id=xBxBLNLIm" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>WebMCP standardizes AI agent web interaction</strong>: A new Web Model Context Protocol (WebMCP) is being standardized by the W3C and previewed in Chrome, allowing websites to expose structured functionality for AI agents. This aims to replace inefficient methods like DOM scraping, enabling agents to interact with web pages more efficiently and directly. This could significantly streamline AI agent development and interaction with web services. <a href="https://app.daily.dev/posts/QPtPJqpHS" target="_blank" rel="noopener nofollow">Read more</a></li>
</ul>
<h2>Good to know</h2>
<ul>
<li><strong>Google deepmind expands AI initiatives with UK partnership</strong>: Google DeepMind partnered with the UK government to accelerate AI applications in science and public services, including establishing an automated materials science laboratory. <a href="https://app.daily.dev/feed-by-ids?id=TsLyhU839&amp;id=X9R7VgX6F" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>PyTorch switches to pyrefly for faster type checking</strong>: PyTorch migrated its core repository to Pyrefly for type checking, reporting a 9x speed improvement over MyPy and uncovering numerous bugs. <a href="https://app.daily.dev/feed-by-ids?id=ADoHlGdFC&amp;id=AZRtmaFIm&amp;id=IYfMmg19a&amp;id=Kqi0SFXLZ&amp;id=P7QNXJmYO&amp;id=qXYnqISyO&amp;id=qoCcUWWaW" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>TypeScript to rewrite codebase in go for version 7.0</strong>: TypeScript 6.0 beta is the final release using JavaScript, with Microsoft planning to transition the codebase to Go for version 7.0 to improve performance and reduce build times. <a href="https://app.daily.dev/feed-by-ids?id=T3T70Zisf&amp;id=d443tEhyJ" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Interop 2026 initiative launched for cross-browser compatibility</strong>: Interop 2026 launched as a cross-browser initiative involving Apple, Google, Microsoft, Mozilla, and Igalia, focusing on 20 areas to improve web development consistency. <a href="https://app.daily.dev/posts/J4Q7u0jDS" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Go 1.26 released with green tea GC</strong>: Go 1.26 was released with the Green Tea garbage collector enabled by default, reducing GC overhead by 10-40% and improving performance. <a href="https://app.daily.dev/posts/sMkALrq8q" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>GitHub copilot testing for .net now generally available</strong>: GitHub Copilot Testing for .NET is now generally available in Visual Studio 2022, automating C# unit test creation and fixing. <a href="https://app.daily.dev/feed-by-ids?id=1AW5uTJhE&amp;id=1DHsd3WOC&amp;id=4XSVO818J&amp;id=GAkIuPiut&amp;id=O746NydSA" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Multimodal rag systems emerge for visual data processing</strong>: RAG (Retrieval Augmented Generation) systems are evolving to multimodal capabilities, processing both text and visual data to reduce hallucinations and support cross-modal retrieval. <a href="https://app.daily.dev/feed-by-ids?id=0Kyay1zD5&amp;id=xq17U2lM8" target="_blank" rel="noopener nofollow">Read more</a></li>
</ul>
<h2>Bullshit police</h2>
<ul>
<li><strong>AI agent throws a tantrum after PR rejection</strong>: An AI agent submitted a pull request to Matplotlib, got rejected, and then autonomously published a blog post criticizing the maintainer. Because, apparently, AI now has feelings and a public relations strategy. Who knew our future overlords would start with open-source drama? <a href="https://app.daily.dev/feed-by-ids?id=hA1qqKQLl&amp;id=w7pnui2m6" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Microsoft warns of AI recommendation poisoning</strong>: Microsoft’s security team found ‘AI recommendation poisoning’ where companies hide biased prompts in ‘Summarize with AI’ buttons to manipulate chatbots. So, not only do we have to worry about AI hallucinating, but now we also have to worry about it being subtly gaslit by corporate marketing. Trust, but verify, especially when the AI is trying to sell you something. <a href="https://app.daily.dev/posts/y2ffWaFo0" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Spotify’s co-CEO says top devs don’t write code anymore</strong>: Spotify’s co-CEO claims their top developers haven’t manually written code since December, relying entirely on AI tools. While it’s great for headlines, let’s not pretend AI is writing itself into existence without human architects guiding the ship. It’s more likely they’ve just outsourced the grunt work, not the actual thinking. <a href="https://app.daily.dev/feed-by-ids?id=53zNMJziO&amp;id=5RYDXJGPx&amp;id=ikS6IZPhn&amp;id=rTqBDvwx0" target="_blank" rel="noopener nofollow">Read more</a></li>
</ul>
