Data news and analysis on Web Pulse: 577 curated articles tracking the latest Data developments, tools, and research, updated continuously from vetted sources.
Rising LLM costs in enterprise systems are typically caused by uncontrolled token growth from unnecessary context, overlapping retrieval data, and redundant system prompts, not by the model itself. The authors reduced co…
The FTC has reached settlements totaling nearly $1 million with Cox Media Group, MindSift, and 1010 Digital Works for falsely claiming their "Active Listening" service used smart device microphones to eavesdrop on conver…
AI workflows often fail at scale not because the AI itself malfunctions, but due to "automation debt"—structural weaknesses in the underlying architecture that become catastrophic under higher volume. It highlights commo…
According to a May 2026 analysis of 16,376 active QA Engineer job postings on InterviewStack.io, only 4.3% explicitly require new-wave generative AI skills, but those roles offer a median salary of $119,000—a 45% premium…
Twigest is an AI-powered social listening tool that monitors X/Twitter for specified brands, competitors, and keywords, then delivers a single daily digest via email, Slack, or Telegram instead of a real-time notificatio…
To build a production-ready Retrieval-Augmented Generation (RAG) pipeline in Python using BM25 retrieval via Meilisearch instead of a vector database, arguing that BM25 achieves 85–95% of the recall of semantic search on…
Creation of an AI-powered data chat tool that allows users to upload a file and ask questions in plain English, eliminating the need to know SQL. The backend architecture uses Google's Gemma 4 model for natural-language-…
Dataloader-ai**, a drop-in wrapper for the standard DataLoader library, to provide visibility into GraphQL API performance metrics like cache hit rates and batch efficiency that typical APM tools miss. After instrumentin…
The DondeGo API, a local discovery platform for Barcelona and Madrid, has launched a public discovery layer to make its cultural data more accessible beyond standard web pages. This package includes OpenAPI, llms.txt, an…
Complete pipeline for extracting knowledge from 8,400 raw customer support conversations to build a production-ready RAG (Retrieval-Augmented Generation) AI assistant. The process uses LLMs, embeddings, and a hybrid sear…
Design and efficiency of array libraries in Haskell, with the author expressing skepticism about `Data.Array`'s performance and advocating for simpler wrappers around `Data.Primitive.Array`. The author also critiques the…
A web developer built a private AI assistant that queries git history and project management data using only local LLMs, with no API keys or cloud services. The system uses a Text-to-SQL approach where a local LLM (qwen2…
Security controls implemented in an Enterprise RAG (Retrieval-Augmented Generation) system, which uses a layered hierarchy to prevent unauthorized access to restricted documents. Key measures include API key role binding…
The Federal Trade Commission (FTC) announced that Cox Media Group, MindSift LLC, and 1010 Digital Works agreed to pay nearly $1 million to settle allegations that they falsely claimed their "Active Listening" service cou…
The article, written by the operator of the wiki hosting service Weird Gloop, details how AI bots and crawlers are causing severe operational and financial strain on websites by consuming up to ten times more server reso…
Google has announced plans to integrate advertisements directly into the AI-generated answers that appear in its search results. The company explained that these sponsored placements will be clearly labeled as ads and wi…
Websites to make nuanced decisions about AI search crawlers rather than blocking or allowing them all indiscriminately. It distinguishes between crawlers used for search indexing, real-time AI answers, and AI training, r…
Datasette Agent is a new, extensible AI assistant for Datasette that provides a conversational interface for querying data and generating charts via plugins. The live demo, running on Gemini 3.1 Flash-Lite, can answer na…
The increasing demand for content, driven by fragmented audiences and platforms, is forcing companies to adopt AI for scalable content production. It emphasizes that responsible AI use requires protecting brand integrity…
This article provides a DAX script for creating a reusable calendar table in Power BI. The script generates common time-intelligence columns such as Year, Month, Quarter, and Week, using the `CALENDAR` and `ADDCOLUMNS` f…