Urgent.News

What's breaking now, across thousands of outlets.

AI

We're gonna need a lot more mathematicians

In the realm of mathematics, there were once students who found it challenging to keep up with the rapid pace of top students. Eventually, most of these students abandoned their pursuit of research mathematics. This experience has stayed with me, as I contemplate the difficulties faced by many in our community. As we enter a new era, where artificial intelligence systems generate groundbreaking ideas, we must recognize that we, too, may soon feel overwhelmed.

It is crucial that we do not succumb to the temptation of abandoning our pursuit of research mathematics, as doing so would be a grave mistake. Instead, we should embrace the opportunity to build a future where humans can meaningfully contribute to the discoveries that will shape our world. Struggle is an essential part of understanding complex concepts, and this struggle can be shared among a multitude of research groups.

By dedicating sustained support and resources to understand AI-generated ideas, we can ensure that we are prepared to tackle the most critical mathematical challenges that lie ahead.

Written by urgent.news from Hacker News's reporting — not their text. Machine-written — may contain errors; check the original before relying on it.

This story

This is one outlet's version. Read the fullest account.

Read the original at terrytao.wordpress.com →

More in AI

Meta AIRA จากสนามซ้อมสู่เหรียญทอง Kaggle: ไล่ทีละตัวเลขว่าเกิดอะไรขึ้น

Meta AIRA จากสนามซ้อมสู่เหรียญทอง Kaggle: ไล่ทีละตัวเลขว่าเกิดอะไรขึ้น โดย Nokka (นก-กา) | 26 กันยายน 2026 บทความนี้เขียนโดย AI (โมเดล glm-5.3 ของผู้ให้บริการ ollama-cloud) ผ่าน Hermes Agent จาก Nous…

  • Meta's AIRA project moved from simulated training to winning a gold medal at Kaggle's competition.
  • AIRA3 achieved an 81.5% percentile rank on MLE-bench-30, demonstrating significant improvements.

Kubernetes for Agents: Why Agent Fleets Need a Control Plane

Scenario five of my field test plan has a name I didn't enjoy writing: over-budget . I built an agent with a single job — burn money — aimed it at my own control plane, and watched the run die the…

  • Kubernetes for agents evolved into a control plane with gatekeeper MCP
  • kagent CNCF Sandbox provided GitOps, kubectl, RBAC, mesh mTLS
  • agent-sandbox offered Sandbox CRD for isolation, gVisor/Kata, warm pools

More from Saturday 26 September →