procedure

Beyond Market Intelligence keeps procedure in one place: 3 stories so far. The section currently leads with “When your AI agent follows instructions but forgets the procedure”, “One Day Left for NeurIPS 2026 Authors to Submit Accepted Papers”, and “NeurIPS Authors Face Registration Challenges: Sydney and Paris Venues Full”. Procedural hallucination is a failure mode that's easy to miss. The NeurIPS 2026 deadline for importing accepted papers is down to one day, and if you're submitting your first research paper, that countdown can feel more intimidating than the review process itself. Acme AI is the next-generation, AI-powered spreadsheet platform built to replace Excel and redefine how analysts, data scientists, and enterprise teams work… The list below is every procedure story on Beyond Market Intelligence, newest first.

Machine Learning

When your AI agent follows instructions but forgets the procedure

Procedural hallucination is a failure mode that's easy to miss. An AI agent makes every correct tool call, speaks fluently, and yet stops following the procedure it was given, fetching the weather forecast but never telling you, then asking for a rating instead. DialFork, from Idiap Research Institute and Logitech, is the first benchmark to measure this overlooked third axis of agent behavior. It simulates dialogues, forks them with drift-inducing instructions, and tracks where each drift begins.

Machine Learning

One Day Left for NeurIPS 2026 Authors to Submit Accepted Papers

The NeurIPS 2026 deadline for importing accepted papers is down to one day, and if you're submitting your first research paper, that countdown can feel more intimidating than the review process itself. You are not alone in searching for guidance on this step, it's a surprisingly opaque part of the workflow. For deeper context on how conference logistics evolve, our piece on ICLR 2027 resetting its scoring scale shows that navigating submission systems is a challenge even for seasoned researchers.

Machine Learning

NeurIPS Authors Face Registration Challenges: Sydney and Paris Venues Full

Registering for NeurIPS was already on our minds, but the news that Sydney and Paris are sold out adds a layer of frustration. For authors of accepted papers, the process should feel straightforward, yet the current confusion is understandable. We've seen similar friction in other technical workflows, like the deployment challenges covered in our piece on real-world computer vision. The key is to check your author notification email for the unique registration link, as it's tied to your paper ID.