Anthropic releases Claude 4.5 Sonnet with 2M context
The new mid-tier model doubles the context window and is benchmarked at GPT-5 level on coding evals while costing 40% less per million tokens.
LLM interview question: explain RAG vs fine-tuning
A staple ML interview question. The honest answer: they solve different problems. RAG injects facts; fine-tuning shapes behaviour and tone. Use both.
How transformer attention actually works
Q, K, V are just three linear projections of the same input. The 'attention is all you need' paper makes more sense once you draw the matmul shapes.
Google Boosts Open Source Security for AI
Google's ramping up investment in open source security tools, crucial for AI development. With AI's reliance on open source software, securing these resources is vital to prevent vulnerabilities. This means developers can expect more robust, secure tools, reducing security breach risks in their projects.
Gemini Elevates Google Sheets Data Analysis
Gemini in Google Sheets now automates complex data tasks, boosting productivity. For developers and product managers, this means less manual data handling and more streamlined workflows. Start integrating Gemini's features to enhance your data processing tasks.
OCR 30,000 Papers with Codex and Open Models
Processing 30,000 papers with Codex and open OCR models shows scalable document digitization. This approach automates text extraction, crucial for developers aiming to streamline data workflows. The project highlights efficiency in handling large datasets, previously a manual task. Expect similar OCR solutions to enhance data accessibility in various applications.
EAGLE3: Speeding Up LLM Decoding by 2.5x
EAGLE3 accelerates LLM decoding by up to 2.5x while preserving quality. This means developers can create faster, more responsive apps, reducing costs and gaining a competitive edge. Implementing EAGLE3 enhances user experience without sacrificing output fidelity. Real-time applications will benefit from reduced latency, and as EAGLE3 gains traction, expect other LLMs to face pressure to improve.
Search Live Expands Globally for AI Mode
Google is expanding its Search Live feature globally, making it accessible in all languages and locations where AI Mode is available. This expansion signifies a major step in enhancing user experience by providing real-time, interactive search results. With Search Live, users can expect more dynamic and contextually relevant information, tailored to their queries. This move reflects Google's commitment to integrating AI into everyday search functionalities, ensuring that users have access to the
AI and Creativity: Insights from LL COOL J
In a recent episode of Dialogues on Technology and Society, LL COOL J engages with James Manyika to explore the intersection of AI and creativity. They discuss how AI tools are reshaping creative processes and the implications for artists and creators. This conversation highlights the potential of AI to augment human creativity while also raising questions about authenticity and originality in art. The dialogue offers valuable perspectives for anyone interested in the future of creativity in the
Satellite Imagery Map for Forest Protection
Google has partnered with the Brazilian government to create a satellite imagery map aimed at protecting Brazil's forests. This innovative tool leverages advanced satellite technology to monitor deforestation and promote conservation efforts. By providing real-time data, stakeholders can make informed decisions to safeguard these vital ecosystems. This initiative highlights the importance of technology in environmental protection and sustainable development.
Free Video Creation with Google Vids
Google Vids introduces new AI features powered by Lyria 3 and Veo 3.1, enabling users to create, edit, and share videos at no cost. This tool enhances video generation quality and accessibility, making it easier for tech professionals to produce engaging content. With these updates, users can leverage AI to streamline their video projects, whether for marketing, training, or personal use. Explore how these advancements can transform your video creation process.
Balancing Cost and Reliability with Gemini API
Google's Gemini API now offers two new inference tiers: Flex and Priority. These tiers are designed to help developers manage the balance between cost and latency effectively. By choosing the appropriate tier, users can optimize their applications for either lower costs or enhanced performance, depending on their specific needs. This innovation allows for more tailored solutions in AI development, making it easier for tech professionals to meet their project requirements while managing expenses.
Live Translate with Headphones on iOS
Google Translate has introduced a new feature that allows iOS users to transform their headphones into a live personal translator. This innovative functionality enables real-time translation of conversations, making communication across languages seamless. Whether you're traveling or in a multilingual environment, this tool can enhance your interactions significantly. The feature is now available in more countries, expanding its accessibility to a broader audience. Source: Google AI Blog
Explore Lyria 3: Google's Music Generation Model
Lyria 3 is Google's latest music generation model, now available for developers through the Gemini API and Google AI Studio. This innovative tool allows users to create unique musical compositions using advanced AI techniques. With its capabilities, Lyria 3 can assist musicians and developers alike in exploring new creative avenues. Dive into the world of AI-generated music and see how this model can enhance your projects. Source: Google AI Blog
Introducing Veo 3.1 Lite for Video Generation
Google has launched Veo 3.1 Lite, a cost-effective video generation model available through the Gemini API and Google AI Studio. This new model aims to make video creation more accessible for developers and businesses. With its lightweight architecture, Veo 3.1 Lite promises to deliver quality video outputs while being budget-friendly. This innovation is part of Google's ongoing efforts to democratize AI technology and enhance creative possibilities.