Abstract: To leverage the advantages of LLM in addressing challenges in the Text-to-SQL task, we present XiYan-SQL, an innovative framework effectively generating and utilizing multiple SQL candidates ...

Building an open-source data lakehouse costs $520K/year in engineering time, before licenses and infra. The real all-in cost ...

A practical MCP security benchmark for 2026: scoring model, risk map, and a 90-day hardening plan to prevent prompt injection, secret leakage, and permission abuse.

A monthly overview of things you need to know as an architect or aspiring architect. Unlock the full InfoQ experience by logging in! Stay updated with your favorite authors and topics, engage with ...

This voice experience is generated by AI. Learn more. This voice experience is generated by AI. Learn more. AT&T is using more and more AI. Increasingly, the company is getting value from SLMs: small ...

Stronger-than-expected fourth-quarter bookings on AI chip demand Set to cut 1,700 jobs, 3.8% of staff, in Netherlands and US Raises 2026 sales outlook amid increased AI-related investments ASML shares ...

PCWorld reports that ChatGPT 5.2 is now indexing Grokipedia, xAI’s AI-generated encyclopedia known for inaccuracies and conspiracy theories. This creates a concerning feedback loop where AI-generated ...

Our LLM API bill was growing 30% month-over-month. Traffic was increasing, but not that fast. When I analyzed our query logs, I found the real problem: Users ask the same questions in different ways. ...

For decades, we have adapted to software. We learned shell commands, memorized HTTP method names and wired together SDKs. Each interface assumed we would speak its language. In the 1980s, we typed ...

The abstract "cloud" of artificial intelligence possesses a massive, structural demand for 24/7 "baseload" power that is equivalent to adding Germany's entire power grid by 2026, a need intermittent ...