Data news and analysis on Web Pulse: 566 curated articles tracking the latest Data developments, tools, and research, updated continuously from vetted sources.
Microsoft's AI-powered Copilot and the controversial "Recall" feature, which continuously captures snapshots of user activity, have sparked intense backlash from cybersecurity experts and privacy advocates who question w…
Fully local AI system using Llama 3 and LangChain to enable natural language querying of an internal SQLite database, eliminating any data being sent to third-party servers and avoiding legal compliance issues. The syste…
A system streaming AI model outputs in realtime experienced severe latency spikes, message loss, and connection storms after scaling to 100,000 WebSocket connections, revealing the inadequacy of a simple Redis pub/sub la…
The article identifies key strategic mistakes startups make when integrating AI, noting that roughly 90% of AI-native startups fail within their first year due to poor strategy and data quality rather than technological …
Deploying large language model (LLM) systems in production is far more complex than simple tutorial demos, as real-world challenges like state changes, concurrency, and regulatory scrutiny break naive assumptions. It emp…
Development of a full-stack mobile and AI-powered supply chain optimization app built with FastAPI, React Native, and data science tools. The project integrates AI directly into a real application, using Pandas for analy…
According to the article, Endress+Hauser developed an AI diagnostic system that analyzes real-time sensor data and historical telemetry from industrial instruments to detect and classify measurement faults, eliminating 8…
Job posting from a startup founder seeking a senior full-stack technical co-founder to lead product architecture for an AI-powered "Contract-to-Cash Vertical OS" that targets capital-efficiency in an overlooked financial…
Anthropic's "Dreams" feature is not merely a personalization tool but an asynchronous memory consolidation pipeline that processes user data during low-demand periods to improve GPU utilization and reduce costs. It descr…
A 2026 VentureBeat survey of 40 enterprises found that 72% believe they have meaningful control over their AI deployments, yet most organizations lack governance over what their AI agents spend. The article identifies a …
Choosing between Make.com, n8n, and custom Python agents should be based on a team's automation maturity level rather than a feature comparison. It recommends Make.com for non-technical teams with simple SaaS workflows, …
Semble Cloud, a tool that adds semantic code search to Claude Code via a single command line, requiring no setup, API keys, or configuration. It wraps the open-source Semble semantic search engine into an MCP endpoint, a…
AI-generated database answers must include a source trail, as responses like "MRR is up 8%" are unreliable without knowing their origin. It emphasizes that errors often stem not from hallucinations but from using the wro…
The next frontier for medical AI is building "world models" that can predict how a biological state changes in response to an intervention, moving beyond current systems focused on classification or question-answering. T…
Creation of TechLit Viewer, a technical literature management system built using a no-code/low-code stack that combines LDX hub StructFlow for AI-powered data extraction from PDFs, patents, and reports with Microsoft 365…
CrawlForge v4.2.2 introduces a new command-line interface (CLI) and three new tools, shifting its focus toward local, API-key-free web scraping for AI. The new tools include `extract_with_llm`, which defaults to local Ol…
Three key insights for developers using AI tools: Snowflake Cortex Code has a significant performance bottleneck due to a ~25,000 token system prompt overhead that consumes context window space and increases costs before…
A four-stage pipeline for implementing natural language search on Dublin rental listings, using an LLM to parse user queries into a structured JSON schema. The system then resolves geographic intent via a lookup table, e…
In 2025, AI-generated code has made traditional software engineering practices like code reviews and testing ineffective, as AI can produce large volumes of superficially correct code that subtly violates business rules.…
Drew Soule, a Wisconsin-based HR executive with 15 years of experience across multiple industries, builds custom HR workflow automations using the Claude API that are deployed in production environments, not just as proo…