PerplexityBlog

Research, products, and ideas.


  • Home
  • Research
  • News
  • Ideas
  • Developers

Ideas

A person in a white sweater and round glasses works on a laptop in a dark room, encircled by a soft ring of green and amber light.
Ideas18 Aug 2026How to use AI in a small businessPractical guide to using AI in a small business: ready-to-use prompts, a pilot framework, ROI math, and hire-vs-AI calls.

All articles

  1. A dark, high-level diagram illustrating an enterprise AI workflow: company files, messaging, CRM, data warehouses, and business apps feed securely into an AI orchestration layer that retrieves information, reasons, and acts, with permissions and human review; resulting benefits include automated workflows, faster decisions, time saved, and fewer errors.
    7 Sept 2026AI integration: Getting ROI from your AI investmentConnecting the right data, tools, and workflows, AI is helping bring businesses real value by accelerating development, improving decisions, and automating repetitive work.
  2. ub-and-spoke diagram showing a central user icon linked to eight assistant capabilities: Calendar, Inbox, Documents, Meeting notes, Task list, Browsing the web, Search, Messages, and Travel.
    1 Sept 2026AI personal assistants: What digital helpers can and can’t doHere’s what AI personal assistants are capable of, where they fall short, and how to use them well.
  3. Diagram showing how an AI model writes an answer: early statements are anchored to sources, but after the evidence ends, later predictions become distorted and unsupported, illustrating how plausible claims can replace truth.
    1 Sept 2026How to Spot AI Hallucinations: 7 Red FlagsLearn seven signs of AI hallucinations, why models invent facts, and a five-minute checklist for verifying citations, claims, dates, and sources.
  4. A person in a white sweater and round glasses works on a laptop in a dark room, encircled by a soft ring of green and amber light.
    18 Aug 2026How to use AI in a small businessPractical guide to using AI in a small business: ready-to-use prompts, a pilot framework, ROI math, and hire-vs-AI calls.