{"version":"1.0","type":"rich","provider_name":"techandbusiness.org","provider_url":"https://techandbusiness.org","title":"AWS reports fewer search-agent failures after multi-turn training","author_name":"techandbusiness.org · AI","thumbnail_url":"https://d2908q01vomqb2.cloudfront.net/f1f836cb4ea6efb2a0b1b99f41ad8b103eff4b59/2026/10/01/ML-21889-featured-image.png","width":600,"height":400,"html":"<blockquote class=\"tb-newswire-embed\" style=\"max-width:600px;border-left:3px solid #22d3ee;padding:12px 16px;margin:0;font-family:-apple-system,system-ui,sans-serif;background:#09090b;border-radius:0 8px 8px 0;\">\n      <p style=\"margin:0 0 8px;font-size:10px;font-weight:600;letter-spacing:0.1em;color:#71717a;\">techandbusiness.org · AI</p>\n      <p style=\"margin:0 0 8px;font-size:18px;font-weight:700;line-height:1.3;color:#fff;\"><a href=\"https://techandbusiness.org/newswire/XDeSEOpMyMqmQ5xQY7yr6I\" style=\"color:#fff;text-decoration:none;\">AWS reports fewer search-agent failures after multi-turn training</a></p>\n      <p style=\"margin:0;font-size:14px;color:#a1a1aa;line-height:1.5;\">AWS reports that reinforcement learning across complete search sequences improved a Qwen3.6-27B agent on three of four held-out benchmarks. On BrowseComp-Plus, its failure rate fell from 22.89 percent...</p>\n    </blockquote>"}