📌 How to Automate Workflows with AI

🗂 Category: AGENTIC AI

🕒 Date: 2025-11-15 | ⏱️ Read time: 7 min read

Unlock the power of AI to streamline your operations. This guide details how to transform tedious manual processes into intelligent, automated workflows. Learn to identify key opportunities, select the right tools, and implement effective solutions to boost efficiency, reduce errors, and drive business innovation.

#AI #WorkflowAutomation #ProcessOptimization

📌 I Measured Neural Network Training Every 5 Steps for 10,000 Iterations

🗂 Category: MACHINE LEARNING

🕒 Date: 2025-11-15 | ⏱️ Read time: 9 min read

A deep dive into the mechanics of neural network training. This detailed analysis meticulously measures key training metrics every 5 steps over 10,000 iterations, providing a high-resolution view of the learning process. The findings offer granular insights into model convergence and the subtle dynamics often missed by standard monitoring, making it a valuable read for ML practitioners and researchers seeking to better understand how models learn.

#NeuralNetworks #MachineLearning #DeepLearning #DataAnalysis #ModelTraining

🤖🧠 Steel Browser: The Open-Source Browser API Powering AI Agents and Automation

🗓️ 16 Nov 2025
📚 AI News & Trends

The evolution of artificial intelligence has ushered in a new era of automation where AI agents can perform complex digital tasks with minimal human intervention. However, one of the biggest challenges for developers building these systems is browser automation managing sessions, proxies, cookies and debugging environments. This is where Steel Browser comes into play. Steel ...

#SteelBrowser #OpenSource #BrowserAutomation #AIAgents #WebScraping #DigitalAutomation

🤖🧠 Skyvern: The Future of Browser Automation Powered by AI and Computer Vision

🗓️ 16 Nov 2025
📚 AI News & Trends

In today’s fast-evolving digital landscape, automation plays a crucial role in enhancing productivity, efficiency and innovation. Yet, traditional browser automation tools often struggle with complexity, maintenance and reliability. They rely heavily on DOM parsing, XPaths and rigid noscripts that easily break when websites change their layout. Enter Skyvern, an open-source, AI-driven browser automation platform developed ...

#Skyvern #BrowserAutomation #AIDriven #ComputerVision #OpenSource #WebAutomation

📌 I Built an IOS App in 3 Days with Literally No Prior Swift Knowledge

🗂 Category: AI APPLICATIONS

🕒 Date: 2025-11-16 | ⏱️ Read time: 6 min read

A developer shares their experience of building a functional iOS app in only three days without any prior Swift knowledge. This journey highlights the power of leveraging AI tools and a "vibe coding" approach to overcome steep learning curves and accelerate the development process. The article offers practical insights for aspiring solopreneurs and developers looking to rapidly prototype and launch new projects, demonstrating how modern technology can democratize app creation.

#iOSDev #AI #AppDevelopment #Solopreneur

🤖🧠 OpenAI Evals: The Framework Transforming LLM Evaluation and Benchmarking

🗓️ 16 Nov 2025
📚 AI News & Trends

As large language models (LLMs) continue to reshape industries from education and healthcare to marketing and software development – the need for reliable evaluation methods has never been greater. With new models constantly emerging, developers and researchers require a standardized system to test, compare and understand model performance across real-world scenarios. This is where OpenAI ...

#OpenAIEvals #LLMEvaluation #Benchmarking #LargeLanguageModels #AIResearch #ModelEvaluation

🤖🧠 OpenAI Evals: The Framework Transforming LLM Evaluation and Benchmarking

🗓️ 16 Nov 2025
📚 AI News & Trends

As large language models (LLMs) continue to reshape industries from education and healthcare to marketing and software development – the need for reliable evaluation methods has never been greater. With new models constantly emerging, developers and researchers require a standardized system to test, compare and understand model performance across real-world scenarios. This is where OpenAI ...

#OpenAIEvals #LLMEvaluation #Benchmarking #LargeLanguageModels #AIResearch #ModelEvaluation

🤖🧠 Context Engineering 2.0: Redefining Human–Machine Understanding

🗓️ 16 Nov 2025
📚 AI News & Trends

As artificial intelligence advances, machines are becoming increasingly capable of understanding and responding to human language. Yet, one crucial challenge remains how can machines truly understand the context behind human intentions? This question forms the foundation of context engineering, a discipline that focuses on designing, organizing and managing contextual information so that AI systems can ...

#ContextEngineering #AIEducation #HumanMachineUnderstanding #AIContext #NaturalLanguageProcessing #AIModels

📌 Stop Worrying about AGI: The Immediate Danger is Reduced General Intelligence (RGI)

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-11-16 | ⏱️ Read time: 7 min read

While the tech world debates the distant threat of AGI, a more immediate danger looms: Reduced General Intelligence (RGI). This concept warns of the potential for human cognitive skills to atrophy from over-reliance on AI systems. The article argues that the solution is not to avoid AI, but to use it consciously and deliberately, ensuring it augments our intelligence rather than replaces it. This approach fosters a healthier human-AI collaboration and mitigates the risk of cognitive decline in the age of automation.

#RGI #AGI #AIethics #CognitiveSkills

🤖🧠 The Transformer Architecture: How Attention Revolutionized Deep Learning

🗓️ 11 Nov 2025
📚 AI News & Trends

The field of artificial intelligence has witnessed a remarkable evolution and at the heart of this transformation lies the Transformer architecture. Introduced by Vaswani et al. in 2017, the paper “Attention Is All You Need” redefined the foundations of natural language processing (NLP) and sequence modeling. Unlike its predecessors – recurrent and convolutional neural networks, ...

#TransformerArchitecture #AttentionMechanism #DeepLearning #NaturalLanguageProcessing #NLP #AIResearch

📌 The Absolute Beginner’s Guide to Pandas DataFrames

🗂 Category: DATA SCIENCE

🕒 Date: 2025-11-17 | ⏱️ Read time: 5 min read

New to the Pandas library? This beginner's guide covers the fundamental skill of creating DataFrames. Learn the essential techniques to initialize a DataFrame from common Python data structures, including dictionaries, lists, and NumPy arrays. Mastering this core concept is the perfect first step for anyone starting their data analysis journey in Python.

#Python #Pandas #DataAnalysis #DataFrames

📌 Javanoscript Fatigue: HTMX is all you need to build ChatGPT — Part 1

🗂 Category: PROGRAMMING

🕒 Date: 2025-11-17 | ⏱️ Read time: 12 min read

Tired of complex JavaScript frameworks? This article demonstrates how to build a dynamic, ChatGPT-style chatbot using a simpler stack. Learn how to leverage the power of HTMX, Python, and standard HTML to create a modern web application while minimizing your reliance on JavaScript. This first part of a series sets the foundation for building interactive UIs with a backend-centric approach, directly addressing the common issue of JavaScript fatigue.

#HTMX #Python #WebDevelopment #JavaScriptFatigue

📌 Understanding Convolutional Neural Networks (CNNs) Through Excel

🗂 Category: DEEP LEARNING

🕒 Date: 2025-11-17 | ⏱️ Read time: 12 min read

Demystify the 'black box' of deep learning by exploring Convolutional Neural Networks (CNNs) with a surprising tool: Microsoft Excel. This hands-on approach breaks down the fundamental operations of CNNs, such as convolution and pooling layers, into understandable spreadsheet calculations. By visualizing the mechanics step-by-step, this method offers a uniquely intuitive and accessible way to grasp how these powerful neural networks learn and process information, making complex AI concepts tangible for developers and data scientists at any level.

#DeepLearning #CNN #MachineLearning #Excel #AI

📌 Javanoscript Fatigue: HTMX Is All You Need to Build ChatGPT — Part 2

🗂 Category: PROGRAMMING

🕒 Date: 2025-11-17 | ⏱️ Read time: 16 min read

Feeling JavaScript fatigue? This follow-up tutorial demonstrates how to build a complete ChatGPT-like application using the simplicity of HTMX. Part 2 dives deeper into creating rich, server-rendered interactivity for your web projects, offering a powerful alternative to complex JavaScript frameworks. Learn to leverage HTML attributes for dynamic user experiences without writing extensive client-side code.

#HTMX #WebDev #JavaScript #ChatGPT

📌 Introducing ShaTS: A Shapley-Based Method for Time-Series Models

🗂 Category: DATA SCIENCE

🕒 Date: 2025-11-17 | ⏱️ Read time: 9 min read

Explaining time-series models with standard tabular Shapley methods can be misleading as they ignore crucial temporal dependencies. A new method, ShaTS (Shapley-based Time-Series), is introduced to solve this problem. Specifically designed for sequential data, ShaTS provides more accurate and reliable interpretations for time-series model predictions, addressing a critical gap in explainable AI for this data type.

#ExplainableAI #TimeSeries #ShapleyValues #MachineLearning

📌 How to Build an Over-Engineered Retrieval System

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2025-11-18 | ⏱️ Read time: 53 min read

This article breaks down the process of building a deliberately complex, or 'over-engineered,' retrieval system. It offers a practical look at advanced architectures and methods that, despite their complexity, are used in real-world scenarios for powerful information retrieval and RAG applications. It's an exploration of intricate designs that are surprisingly common in practice.

#RAG #SystemDesign #SoftwareArchitecture #InformationRetrieval

📌 Why LLMs Aren’t a One-Size-Fits-All Solution for Enterprises

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2025-11-18 | ⏱️ Read time: 10 min read

While Large Language Models (LLMs) excel at extracting value from unstructured enterprise data, they are not a one-size-fits-all solution. Adopting this technology requires a nuanced strategy that considers specific business needs, data privacy, and model customization. For enterprises, understanding the limitations of LLMs is as crucial as recognizing their potential, ensuring a tailored approach is taken to achieve real-world ROI and avoid common implementation pitfalls.

#LLM #EnterpriseAI #AIStrategy #GenAI

📌 How Deep Feature Embeddings and Euclidean Similarity Power Automatic Plant Leaf Recognition

🗂 Category: MACHINE LEARNING

🕒 Date: 2025-11-18 | ⏱️ Read time: 14 min read

Automatic plant leaf recognition leverages deep feature embeddings to transform leaf images into dense numerical vectors in a high-dimensional space. By calculating the Euclidean similarity between these vector representations, machine learning models can accurately identify and classify plant species. This computer vision technique provides a powerful and scalable solution for botanical and agricultural applications, moving beyond traditional manual identification methods.

#ComputerVision #MachineLearning #DeepLearning #FeatureEmbeddings #ImageRecognition

📌 Introducing Google’s File Search Tool

🗂 Category: AI APPLICATIONS

🕒 Date: 2025-11-18 | ⏱️ Read time: 12 min read

Google has introduced its new File Search Tool, a direct challenge to traditional Retrieval-Augmented Generation (RAG) processing. This latest move by the search giant signals a significant development in AI-powered information retrieval, aiming to offer a more advanced alternative to conventional methods for searching and processing files.

#Google #AI #RAG #FileSearch

📌 How to Perform Agentic Information Retrieval

🗂 Category: AGENTIC AI

🕒 Date: 2025-11-19 | ⏱️ Read time: 9 min read

Leverage the power of autonomous AI agents for advanced information retrieval. This guide explores Agentic Information Retrieval, a method for deploying intelligent agents to proactively search, analyze, and extract precise information from your document corpus. Go beyond traditional keyword search and streamline complex data discovery with this cutting-edge technique.

#AIagents #InformationRetrieval #AgenticAI #RAG