Data news and analysis on Web Pulse: 566 curated articles tracking the latest Data developments, tools, and research, updated continuously from vetted sources.
While employee use of AI tools like ChatGPT and Claude offers productivity benefits, it also creates security risks by allowing company data to leave the organization without standard controls. It recommends against simp…
Running large language model inference servers like vLLM and TGI in production requires specialized observability because they behave differently from standard web services, with key metrics like latency being multi-dime…
Challenges of integrating an LLM into a 12-year-old fintech codebase, including issues like the LLM becoming a blocking dependency in a money flow, producing confident but incorrect outputs due to inconsistent historical…
While standard RAG (Retrieval-Augmented Generation) is effective for simple lookup questions, it struggles with complex queries requiring an understanding of relationships between entities. GraphRAG addresses this limita…
The author, a photographer and software developer who splits time between the Maasai Mara and coding, built a local AI system on a five-year-old MacBook to solve the problem of indexing a year's worth of unlabeled video …
The article criticizes the practice of pasting lengthy, AI-generated responses into conversations where a brief human reply is expected, labeling such outputs as "slop grenades." It argues that this behavior wastes the r…
Backlog recovery time depends on surplus capacity (total processing rate minus arrival rate), and systems provisioned for steady-state traffic have no recovery capacity. The non-linear relationship between utilization an…
Enterprise AI projects often fail not because of poor model performance, but due to fragmented and disconnected data spread across multiple systems like CRM, billing, and support platforms. The core challenge is not mode…
FrugalSloth is a browser-based tool that trains small neural networks locally using WebGL and WebAssembly, ensuring full privacy since data and model weights never leave the user's machine. It requires no installation, o…
Production-ready AI video should be measured by "cost per usable clip" rather than simple generation cost, as this metric accounts for retries, human review, editing, and compliance overhead. It provides a framework for …
The article corrects a previous analysis that claimed 26 of 39 AI companies were vulnerable to email spoofing due to SPF softfail settings. The author explains that SPF alone is misleading, as DMARC enforcement and DKIM …
Memduck, a self-hosted AI memory workspace designed to solve the problem of scattered context across browser tabs, screenshots, chat messages, and copied text. Users can save material from various sources into a local wo…
The EU AI Act, which entered into force on August 1, 2024, establishes a risk-based framework classifying AI systems into four tiers, with most obligations for high-risk systems applying from August 2, 2026. The regulati…
Garudust Agent, a tool that enables Retrieval-Augmented Generation (RAG) for document querying without requiring a vector database or embedding API calls. Instead, it uses SQLite FTS5 with a trigram tokenizer to index do…
Basic vector search is inadequate for enterprise AI pipelines and promotes GraphRAG, a hybrid retrieval approach combining vector search with graph databases. It describes a Spring AI and Neo4j implementation where `Neo4…
According to the "Is Grep All You Need?" study (arXiv:2605.15184), researchers wired both a literal grep tool and a vector-search tool into the same agents to run 116 LongMemEval questions, finding that grep generally yi…
In 2026, AI has become the foundational layer for startups, with AI companies capturing 89% of total venture capital deployed in February 2026 ($55.37 billion across 189 deals) and global startup funding reaching a recor…
As AI systems move from small projects to enterprise environments, the primary engineering challenge shifts from prompt engineering to system engineering, as infrastructure and distributed state management become the mai…
"RAG Readiness," a tool designed to eliminate the vague "it depends" answers that plague Retrieval-Augmented Generation (RAG) architecture decisions. Instead of providing comparison tables, the tool uses a rule-based sys…
Lowdefy is a framework that allows developers to build internal web applications and AI agent interfaces entirely by writing YAML configuration files, eliminating the need for traditional frontend code like JSX or React …