So here’s the twist: Etsy, the go-to online marketplace for quirky, handcrafted goods and personalised everything, is pressing pause on those polished TV ads you’ve probably seen during the holidays. Instead, it’s doubling down on something a little less flashy but potentially a lot more powerful—AI-powered search. Why? Because people aren’t watching ads. They’re searching….
So, Wix just did a thing—and if you’re running an online business or side hustle in 2025, you might want to sit up for this. In a bold, but honestly long-overdue move, Wix has launched an AI Optimization tool aimed at prepping websites for the fast-evolving world of generative AI. What does that even mean?…
The tides have turned in the enterprise AI landscape. According to Menlo Ventures’ 2025 “Mid-Year LLM Market Update,” Anthropic’s Claude has overtaken OpenAI as the leading language model provider for enterprise, now capturing 32% of market share compared to OpenAI’s 25%—a dramatic reversal from OpenAI’s dominant 50% share just one year ago. This is more…
Building an intelligent agent goes far beyond clever prompt engineering for language models. To create real-world, autonomous AI systems that can think, reason, act, and learn, you need to engineer a full-stack solution that orchestrates multiple tightly–integrated components. The following seven-layer framework is a battle-tested mental model for anyone serious about AI agent development—whether you’re…
LLMs have shown notable improvements in mathematical reasoning by extending through natural language, resulting in performance gains on benchmarks such as MATH and AIME. However, reinforcement learning (RL) for training these models encounters a challenge: verifying the correctness of natural language proofs is very difficult, requiring careful manual checking of each reasoning step. This limits…
In this tutorial, we’ll explore a range of SHAP-IQ visualizations that provide insights into how a machine learning model arrives at its predictions. These visuals help break down complex model behavior into interpretable components—revealing both the individual and interactive contributions of features to a specific prediction. Check out the Full Codes here. Installing the dependencies Copy…
Estimated reading time: 4 minutes Table of contents What Is Context Engineering? Taxonomy of Context Engineering Key Insights and Research Gaps Applications and Impact Future Directions The paper “A Survey of Context Engineering for Large Language Models” establishes Context Engineering as a formal discipline that goes far beyond prompt engineering, providing a unified, systematic framework…
You sign up for TradingView thinking it’s “just charts,” but quickly discover it’s more like a trading operating system. Not an AI‑bot in the classic sense—it’s more like a bot launchpad. You build strategies in Pine Script, backtest them, and fire alerts which you can webhook into execution systems. Got your adrenaline pumping yet? What…
Artificial intelligence and machine learning workloads have fueled the evolution of specialized hardware to accelerate computation far beyond what traditional CPUs can offer. Each processing unit—CPU, GPU, NPU, TPU—plays a distinct role in the AI ecosystem, optimized for certain models, applications, or environments. Here’s a technical, data-driven breakdown of their core differences and best use…
In this advanced Roboflow Supervision tutorial, we build a complete object detection pipeline with the Supervision library. We begin by setting up real-time object tracking using ByteTracker, adding detection smoothing, and defining polygon zones to monitor specific regions in a video stream. As we process the frames, we annotate them with bounding boxes, object IDs,…