Stanford researchers developed the STORM method, which uses five expert perspectives to produce 25% more organized research than standard single-shot prompting. The method simulates a panel of experts…
Stanford's STORM method uses five expert agent personas to produce research 25% more organized than single-prompt approaches. The multi-agent workflow assigns different perspectives to interrogate a t…
Google's June 2026 spam update now targets attempts to manipulate generative AI responses in Search, but enforcement is challenging because planted text on user-generated pages is difficult to disting…
Cornell Tech researchers found that deep-research AI agents can be manipulated by short, 13-word edits to public user-generated pages, causing fake entities to appear in 38% to 62% of reports. The att…
Stanford's OVAL Lab developed STORM, a research system that produces articles 25% more organized than other methods by using multi-perspective questioning. A developer has adapted the method into four…
Researchers have discovered that deep-research agents, which use multi-agent pipelines to retrieve and synthesize web content, can be poisoned by adversaries appending crafted text to frequently retri…