AINewsnow

At 60% Shared Context, Five Expert Personas Are Worth Fewer Than Two

"You are a panel of five experts. Debate, then agree." The pitch is five viewpoints for the price of one call. 👉 Live, all numbers recomputed in your browser: https://dev48.in/prompt/day82-multi-persona.html The personas share a prompt, a context window and a model. Their mistakes correlate . And…

Read the full story at DEV Community — AI ↗

Timeline · 1 report

  1. 2026-11-03 08:22 · DEV Community — AI
    At 60% Shared Context, Five Expert Personas Are Worth Fewer Than Two

More stories

  1. OpenAI hires former US Army Secretary Dan Driscoll for national security role — OpenAI News
  2. Musk says Grok Bot usage limits cut over 'unsustainably high' costs — Forbes AI
  3. Marvell to acquire Lumentum in $115 billion all-stock deal targeting AI optical networking — DigiTimes Asia
  4. OpenAI to merge ChatGPT's Chat and Work tabs into a single desktop experience — TechCrunch AI
  5. OpenAI Builds Pando, a Git-Compatible Backend for Its Monorepo — OpenAI News
  6. Apple CEO John Ternus defends AI strategy: 'Don't want to ship AI for AI's sake' — TechCrunch AI
  7. Cities Worldwide Build and Scale AI Services With NVIDIA Physical and Agentic AI — NVIDIA Blog
  8. Microsoft and NVIDIA launch Frontier Launchpad to boost next wave of AI-focused software firms across UK & Ireland — Microsoft Research Blog

Get the daily brief of stories like this at 6:30 every morning →