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Five Useful and Fun NotebookLM Hacks

Google’s NotebookLM has taken the tech world by storm over the past few months. By simply uploading your sources, NotebookLM becomes an instant expert—grounding its responses in your material and offering powerful ways to transform information. Plus, since it’s your notebook, your personal data remains entirely private and isn’t used to train the AI. One...

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From Boom to Bust: Is Generative AI Killing Freelance Work?

Generative AI is transforming industries, and the online freelance market is no exception. Recent research explores the immediate effects of tools like ChatGPT and AI-driven image generators on freelance job opportunities. By analyzing job postings on a major freelancing platform, the study reveals a striking decline in demand for roles in writing, software development, and...

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Magentic-One by Microsoft – GUI Automation Ante Portas

Magentic-One by Microsoft, is an open-source, multi-agent system designed to solve complex tasks using artificial intelligence. Magentic-One utilises a team of specialised agents, each possessing unique skills like web browsing, file handling, and code execution, all coordinated by an Orchestrator agent. This modular design allows for flexibility and extensibility, enabling the system to adapt to...

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The llms.txt Standard and the Rise of Human-AI Infrastructure

The World Wide Web stands at the threshold of a profound transformation. A new proposal called llms.txt signals the emergence of something remarkable: a web that serves not just human readers, but artificial intelligences as first-class citizens. This isn't merely another technical standard—it's the beginning of a fundamental shift in how we think about digital...

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Test-Time Training: A Breakthrough in AI Problem-Solving

In a groundbreaking new paper from MIT researchers, artificial intelligence has taken a significant step forward in its ability to solve novel, complex problems. The research demonstrates that with a technique called "test-time training" (TTT), AI systems can dramatically improve their reasoning abilities—matching human-level performance on some challenging tasks. Let's dive into what this means...

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Anthropic releases automatic Prompt Improver – Is Prompt Engineering over?

Anthropic has released new features in its developer console to improve the quality of prompts used with its language model, Claude. The prompt improver automates the refinement of existing prompts using techniques such as chain-of-thought reasoning and example standardization. The console also allows users to manage multi-shot examples in a structured format and provides a...

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Test-Time Compute: The Next Frontier in AI Scaling

Major AI labs, including OpenAI, are shifting their focus away from building ever-larger language models (LLMs). Instead, they are exploring "test-time compute", where models receive extra processing time during execution to produce better results. This change stems from the limitations of traditional pre-training methods, which have reached a plateau in performance and are becoming too...

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Raw Story v. OpenAI: A Landmark Decision Shaping AI Copyright Law

In a significant ruling that could help define the boundaries of AI training and copyright law, Judge Colleen McMahon of the Southern District of New York has dismissed Raw Story Media and AlterNet Media's copyright infringement lawsuit against OpenAI. This November 2024 decision provides crucial insights into how courts may approach the intersection of AI...

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The Future of Programming According to GitHub: When Everyone Becomes a Developer

In GitHub's San Francisco headquarters, Chief Product Officer Mario Rodriguez paints a picture of the future that's both audacious and contentious: a world where a billion people create software, many without writing a single line of code. It's a vision that challenges our fundamental understanding of what it means to be a developer – and...

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