#Perplexity AI
109 related articles
·2 min
GEO Optimization in Practice: A Guide to Querying and Interpreting AI Search Visibility Reports
A practical guide to generating and interpreting GEO visibility reports — covering brand setup, competitor benchmarking, sentiment analysis, and keyword strategy for AI search platforms like ChatGPT and Perplexity.
Read more →
·3 min
Beware of 'Free AI Model' Traps: A Deep Dive into the Real Risks
Videos promising 'free access to all global AI models' hide serious risks: fake version numbers, data leaks, and phishing scams. Here's what you need to know.
Read more →
·7 min
Context Engineering: A Systematic Approach to Stop AI Agents from 'Talking Nonsense'
Context engineering is the core methodology for building efficient AI Agents, covering query enhancement, RAG retrieval, prompt design, memory management, and tool invocation. Master Write, Select, Compress, and Isolate to solve LLM hallucination at its root.
Read more →
·7 min
AI Daily: T-Head Open-Sources SAIL Software Stack at WAIC, Flurry of Large Model Releases
T-Head open-sources AI software stack T-Head SAIL at WAIC to lower the barrier for domestic chip development; Kimi K3 tops the WebDev leaderboard; Qwen 3.8 Max Preview cuts prices aggressively; Moonshot prepares a Hong Kong IPO; and Oracle switches its data center to a fuel cell microgrid.
Read more →
·2 min
How to Get Back Cursor's Classic File Tree Interface: Two Methods, Under a Minute
Upgraded Cursor and can't find the classic file tree? Learn two quick methods to switch back from Agent mode using the Open Edit Window button or File menu.
Read more →
·6 min
30-Minute Hands-On: Building a Working AI Agent from Scratch
Skip the dry theory and get hands-on! This article demonstrates step by step how to build a working AI Agent from scratch in 30 minutes using AI coding tools—covering the agent skeleton, tool system, memory mechanism, Flask web UI, and DeepSeek API integration.
Read more →
·2 min
GPT-5.6 Sol Tops Frontend Leaderboard · Claude Code Gets Built-in Browser · 50-Year Math Conjecture Solved
GPT-5.6 Sol tops Chatbot Arena's frontend leaderboard, Claude Code gains a built-in browser, Sol Ultra proves a 50-year math conjecture, and Gemma 4 gets 5x faster.
Read more →
·4 min
Cross-Platform AI Agent Setup Guide: Breaking Free from Vendor Lock-In for Good
Model performance gaps are closing. Real competitive advantage lies in portable AI agent architecture. Learn how to build a workspace that works across Claude Code, Codex, and beyond — no vendor lock-in.
Read more →
·2 min
How to Choose Long-Horizon AI Workflow Tools? A Deep Comparison and Decision Framework for Leading Agent Solutions
Why do chatbots fail at long-horizon workflows? We compare Manus, Perplexity Comet, Claude, ChatGPT and more across task type, total cost, and automation level.
Read more →
·2 min
Perplexity Pro Quietly Swapping Models? Forced Sonnet Switching in MCP Scenarios Sparks Trust Crisis
Perplexity Pro users report that custom MCP connectors silently switch models to Claude Sonnet, ignoring frontend selections like Grok or GPT. Support denies it.
Read more →
·3 min
Perplexity Max Deep Dive: Is the $200/Month Plan Worth It? The Truth About Credit Consumption
A Reddit user's real experience with Perplexity Max ($200/month): 15,000 credits burned on one task, failed Grok integration, and complex MCP setup. Is it worth it?
Read more →
·4 min
Microsoft Teams Collaborative AI Agents: The Three-Pillar Framework of Manners, Privacy, and Polish
Microsoft Build deep dive: how to deploy AI agents in Teams multi-user collaboration. A three-pillar framework—Manners, Privacy, Polish—covering emoji reactions, targeted messages, Adaptive Cards, and more for enterprise agent developers.
Read more →
·3 min
AirOps in Practice: Building Enterprise-Grade AI Agents with the Claude Agent SDK
How AirOps replaced traditional workflow builders with the Claude Agent SDK to build an AI agent platform for content marketers — covering three architectural iterations, harness engineering, and sub-agent context management.
Read more →
Bonsai 27B: The First 1-bit LLM That R…
·3 min
Bonsai 27B: The First 1-bit LLM That Runs on Your Phone — A New Milestone for On-Device AI
Bonsai 27B is the first 27B-parameter LLM that runs on smartphones via 1-bit quantization, compressing to 3–4GB. We break down the tech, privacy benefits, and community debate.
Read more →
·3 min
Complete Guide to Deploying LLMs Locally on RobotCore Mini: From Ollama Installation to Web Interface Setup
A complete guide to deploying LLMs locally on RobotCore Mini using Ollama — covering model pulling, CLI verification, Web backend setup, and LAN access.
Read more →
Cognitive Outsourcing: Are We Delegati…
·3 min
Cognitive Outsourcing: Are We Delegating Too Much Thinking to AI?
Are AI tools like ChatGPT and Copilot eroding our critical thinking? Explore the risks of cognitive offloading, how AI dulls judgment, and how to maintain healthy boundaries.
Read more →
·2 min
Leaving Perplexity Pro After Two Years: How to Export Your Data and Find the Right Alternative
A 2-year Perplexity Pro user explains why they're leaving. Covers how to export chat history in JSON/PDF/Excel, and compares Google Gemini, ChatGPT, and Claude as alternatives.
Read more →
UChicago Law School Bans Laptops in Cl…
·2 min
UChicago Law School Bans Laptops in Class: The Education Dilemma in the Age of AI
UChicago Law School's laptop ban signals deep anxiety over AI misuse in education. We examine why detection tools fail, what's at stake for legal pedagogy, and what comes next.
Read more →
·4 min
AI Text Detection and Privacy Protection: The Dual Dilemma of LLM Security
How does watermarking work — and why won't companies deploy it? How does differential privacy defend against membership inference attacks? Based on talks by IISc and IIT scholars, this article unpacks the core mechanisms and real challenges in LLM security.
Read more →
Why Can't AI Identify That Catchy Ad S…
·2 min
Why Can't AI Identify That Catchy Ad Song? The Real Limits of Music Recognition
Why can't Shazam identify that YouTube ad song? We explore the real technical limits of audio recognition tools and AI music search — and 3 practical ways to find that earworm.
Read more →