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Category: generative-ai-tools

  • How I Used ChatGPT to Land My Next Data Science Role

    How I Used ChatGPT to Land My Next Data Science Role Practical AI hacks for every stage of the job search  — with real prompts and examples The post How I Used ChatGPT to Land My Next Data Science Role appeared first on Towards Data Science. Yu Dong Go to original source

  • AI Agents Are Shaping the Future of Work Task by Task, Not Job by Job

    AI Agents Are Shaping the Future of Work Task by Task, Not Job by Job What two groundbreaking studies reveal about the future of human-AI collaboration, and the enterprise playbook for thriving in the AI agent era The post AI Agents Are Shaping the Future of Work Task by Task, Not Job by Job appeared…

  • Rethinking Data Science Interviews in the Age of AI

    Rethinking Data Science Interviews in the Age of AI How AI is transforming data science interviews—and what hiring managers and candidates should do to adapt The post Rethinking Data Science Interviews in the Age of AI appeared first on Towards Data Science. Yu Dong Go to original source

  • A Farewell to APMs — The Future of Observability is MCP tools

    A Farewell to APMs — The Future of Observability is MCP tools Image generated using Midjourney The past years have been an absolute rollercoaster (or joyride) of rapidly evolving generative AI technologies. In the twenty-five years I’ve counted myself a software developer, I cannot recall a tectonic shift of a similar magnitude, one that is already fundamentally changing…

  • How Would I Learn to Code with ChatGPT if I Had to Start Again

    How Would I Learn to Code with ChatGPT if I Had to Start Again Coding has been a part of my life since I was 10. From modifying HTML & CSS for my Friendster profile during the simple internet days to exploring SQL injections for the thrill, building a three-legged robot for fun, and lately…

  • An Existential Crisis of a Veteran Researcher in the Age of Generative AI

    An Existential Crisis of a Veteran Researcher in the Age of Generative AI I was a researcher fifteen years ago. A PhD candidate doing Research for long days. I was swamped with many articles, annotations, emails, bookmarks, etc. When I found a citation manager tool, Mendeley, I felt so relaxed. It was like I had…

  • Layers of the AI Stack, Explained Simply

    Layers of the AI Stack, Explained Simply This is the first in a multi-part series on creating web applications with Generative Ai integration. Table of Contents Introduction The Virtues of the Application Layer Thick Wrappers The Return of Clippy Getting Stuff Done While You Sleep Introduction The AI space is a vast and complicated landscape. Matt…

  • Deep Research by OpenAI: A Practical Test of AI-Powered Literature Review

    Deep Research by OpenAI: A Practical Test of AI-Powered Literature Review “Conduct a comprehensive literature review on the state-of-the-art in Machine Learning and energy consumption. […]” With this prompt, I tested the new Deep Research function, which has been integrated into the OpenAI o3 reasoning model since the end of February — and conducted a state-of-the-art literature…

  • Six Ways to Control Style and Content in Diffusion Models

    Six Ways to Control Style and Content in Diffusion Models Stable Diffusion 1.5/2.0/2.1/XL 1.0, DALL-E, Imagen… In the past years, Diffusion Models have showcased stunning quality in image generation. However, while producing great quality on generic concepts, these struggle to generate high quality for more specialised queries, for example generating images in a specific style,…

  • Improving Agent Systems & AI Reasoning

    Improving Agent Systems & AI Reasoning DeepSeek-R1, OpenAI o1 & o3, Test-Time Compute Scaling, Model Post-Training and the Transition to Reasoning Language Models (RLMs) Image by author and GPT-4o meant to represent DeepSeek and other competitive GenAI model providers Introduction Over the past year generative AI adoption and AI Agent development have skyrocketed. Reports from LangChain…

  • How GenAI Tools Have Changed My Work as a Data Scientist

    How GenAI Tools Have Changed My Work as a Data Scientist An overview of the 4 use cases and 6 GenAI tools I use Continue reading on Towards Data Science » Jonte Dancker Go to original source

  • Advancing AI Reasoning: Meta-CoT and System 2 Thinking

    Advancing AI Reasoning: Meta-CoT and System 2 Thinking How Meta-CoT enhances system 2 reasoning for complex AI challenges Continue reading on Towards Data Science » Kaushik Rajan Go to original source

  • Why Generative-AI Apps’ Quality Often Sucks and What to Do About It

    Why Generative-AI Apps’ Quality Often Sucks and What to Do About It How to get from PoCs to tested high-quality applications in production Image licensed from elements.envato.com, edit by Marcel Müller, 2025 The generative AI hype has rolled through the business world in the past two years. This technology can make business process executions more efficient,…

  • The Cultural Impact of AI Generated Content: Part 2

    The Cultural Impact of AI Generated Content: Part 2 What can we do about the increasingly sophisticated AI generated content in our lives? Photo by Meszárcsek Gergely on Unsplash In my prior column, I established how AI generated content is expanding online, and described scenarios to illustrate why it’s occurring. (Please read that before you go on…

  • AI-Powered Information Extraction and Matchmaking

    AI-Powered Information Extraction and Matchmaking Developing an application for extracting key profile information from CVs and recommending jobs aligned with the profile Continue reading on Towards Data Science » Umair Ali Khan Go to original source

  • GDD: Generative Driven Design

    GDD: Generative Driven Design Reflective generative AI software components as a development paradigm Nowhere has the proliferation of generative AI tooling been more aggressive than in the world of software development. It began with GitHub Copilot’s supercharged autocomplete, then exploded into direct code-along integrated tools like Aider and Cursor that allow software engineers to dictate…

  • The Anatomy of an Autonomous Agent

    The Anatomy of an Autonomous Agent A blueprint for autonomous agents in an Agentic Mesh ecosystem. Continue reading on Towards Data Science » Eric Broda Go to original source

  • The Name That Broke ChatGPT: Who is David Mayer?

    The Name That Broke ChatGPT: Who is David Mayer? AI, privacy, human bias, prompting, the future of content, and how to hack a chatbot Continue reading on Towards Data Science » Cassie Kozyrkov Go to original source

  • Context-Aided Forecasting: Enhancing Forecasting with Textual Data

    Context-Aided Forecasting: Enhancing Forecasting with Textual Data A promising alternative approach to improve forecasting Continue reading on Towards Data Science » Nikos Kafritsas Go to original source

  • Why Internal Company Chatbots Fail and How to Use Generative AI in Enterprise with Impact

    Why Internal Company Chatbots Fail and How to Use Generative AI in Enterprise with Impact Start with the problem and not with the solution Background licensed from elements.envato.com, edit by Marcel Müller 2024 The most common disillusion that many organizations have is the following: They get excited about generative AI with ChatGPT or Microsoft Co-Pilot, read some…