LLMs can now cite their sources
Bill Doerrfeld | April 9, 2025
My latest post on The New Stack reveals how researchers pinpoint the exact sources behind chatbot responses.
Today the Allen Institute for Artificial Intelligence (Ai2) unveiled OLMoTrace — a seemingly minor feature with major implications for AI verifiability.
Check out my post on The New Stack, which dives into the technology that is allowing LLMs to cite the exact source behind chatbot responses.
I was excited to see this since LLMs have struggled with transparency. I sense this could set a precedent for other chatbots to embed similar traceability.
Featured image credit: natalie nedelmann
MCP shines for indeterministic workflows, novel integrations, and giving AI coding agents context on the fly. But for more predictable automation it may be overengineeering.
For my latest DirectorPlus column with LeadDev, I synced with JB Brown, VP of engineering at Smartsheet, to learn about their multi-agent AI development strategy.
Alternative clouds are having a moment. Nearly 75% of orgs are using two or more alt clouds beyond the hyperscalers, according to a HostingAdvice.com report.
The cloud is no longer borderless. Rising regional data laws and sovereign cloud mandates are forcing CIOs to act.
In a multi-agent coding workflow, an engineer leads a "team" of specialist AI agents to perform various SDLC tasks: scaffolding, coding, testing, log analysis, deployment, and more.
Open-source software churn is accelerating. With more frequent version end-of-lives and even total project abandonments, it's harder than ever to keep up.
I covered a report from HostingAdvice.com, which found that the majority of programming language migrations are driven by hype, instead of proven outcomes.
Facing an existential crisis, Stack Overflow has had to pivot quickly. I synced with a director to discover what team strategies are helping them adapt.
System Initiative aims to replace the toil of maintaining config files with a data-based digital twin and visual modeling engine. An engine for DevOps, if you will.
My latest feature on CIO.com explores why CIOs view APIs as a critical linchpin to realize success with agentic AI. Learn what it'll all take.
