A new analysis from Versus Control warns that logs routinely leak secrets such as bearer tokens and passwords, and that sending logs to AI models without redaction risks exposing sensitive data to thi…
A developer's tutorial demonstrates how to build a fashion recommendation system using a bipartite customer–article graph, a two-layer GATv2, and a dot product, turning purchase history into a top-12 …
A study labeling 7,440 answers from four open-weight LLMs found that more than half of the hallucination labels were incorrect, and correcting them reordered the results. The author, Priyanshi Jain, r…
Gartner's 2017 Data & Analytics Summit found that 74% of organizations had descriptive analytics capabilities, 34% had diagnostic, 11% had predictive, and only 1% had prescriptive, highlighting a wide…
AI-powered tools are transforming patient-reported outcomes (PROs) in clinical research by automating data collection, cleaning, standardization, and regulatory submission preparation, according to Ma…
The Model Context Protocol working group shipped MCP 2026-07-28 on July 28, 2026, the fifth and largest revision of the spec since its November 2024 launch, introducing a stateless protocol core and s…
Microsoft introduced four context engines—Foundry IQ, Fabric IQ, Work IQ, and Web IQ—that ground enterprise AI agents in unstructured documents, structured business data, Microsoft 365 work signals, a…
A study of 90 independent coding-agent runs found that raising reasoning effort from 'high' to 'xhigh' increased first-try-perfect runs from 28 percent to 89 percent, a 61-point swing, while costing 9…
Context management is becoming a critical infrastructure layer for production AI systems, with KV-cache optimization and contradiction-aware retrieval emerging as two distinct but connected challenges…
AI benchmark scores like MMLU, GPQA, SWE-bench, ARC-AGI, and Arena Elo measure performance on specific, fixed tasks under conditions often chosen by the model's creator, and differences between top mo…
A new guide outlines five sequential steps for building an LLM gateway that can cut multi-provider AI costs by 40-85%, addressing the common problem of overspending on frontier models for tasks that c…
Google has canceled its standalone AI Studio mobile app and is shifting app creation toward deeper Gemini integration, moving from specialist developer tools into everyday AI assistants. The company's…
Anthropic, despite leading OpenAI on valuation and revenue in 2026, faces 10 data-backed reasons it could lose the AI race, according to a member-only story. The company relies on $88 billion in pledg…
Enterprise engineering teams are moving beyond ad-hoc prompt engineering to build reusable AI Skills Libraries for tools like GitHub Copilot, Kiro, and Amazon Bedrock, addressing the inconsistency of …
A new diagnostic framework from an unnamed senior engineer distinguishes five layers of agent systems—Context, Prompt, Loop, Graph, and Skills—to help developers triage failures, arguing that a while …
Loop engineering, a term gaining traction in AI development, refers to the iterative process of refining prompts and outputs when working with large language models, according to a Medium post by an u…
A practical guide published on Towards AI outlines how freelancers and consultants can automate client onboarding, follow-ups, and proposals using AI, specifically Claude, to save 8+ hours per week an…
A new wave of AI hardware and software co-design is replacing heavy floating-point matrix multiplications with addition-only, ternary weight sets {-1, 0, 1}, enabling up to a 32-fold reduction in weig…
Enterprises deploying AI agents face runaway costs and security risks without proper governance, warns a new technical guide from Kusum Singh. The article details how a single rogue agent can incur $5…
DeepSeek released DeepSeek-V4-Flash-0731 on July 31, a $0.14 per million input tokens model that outperforms its own flagship, a 1.6 trillion parameter model, on all nine agent benchmarks published by…