94 related articles

Perplexity caught enabling Computer feature by default, silently draining Pro users' quotas. A deep dive into the trust crisis and AI monetization challenges.

A Perplexity Max annual subscriber reports 10,000 credits never delivered after prepayment, with bot-only support stuck in loops — highlighting AI companies' growing service gaps.

TIME magazine serves AI crawlers exclusive web pages with embedded ads, exploring new content monetization paths in the AI era. Analysis of differential serving technology, publisher dilemmas, and industry implications.

A comprehensive guide to Perplexity AI's core strengths and advanced usage, covering Focus modes, Collections, Deep Research, and practical tips to become a Power User for efficient research and decision-making.

Perplexity Comet users report declining AI agent capabilities, with form-filling and automation tasks frequently refused. We analyze the causes from anti-automation detection, compliance risks, and model policy tightening perspectives.

Research shows only 8.9% of websites block AI crawlers, yet 94.8% have never been cited in AI answers. An analysis of the citation gap, creator dilemmas, and future value distribution.

A developer spent a month testing 4,265 Claude Code/Codex sessions, revealing why local Agents crash on consumer hardware: tool lists consume 41% of cache, q4_0 quantization traps, and eviction strategy ceilings of only 11.88%.

MLflow 3.15.0 introduces MCP Registry for unified Agent tool management, a smarter Assistant to reduce dev friction, and Multimodal Judges for multi-modal evaluation.

A user burned over 14,000 Perplexity Computer credits building an AI Agent workflow with zero output. We break down the three fatal flaws and the Claude+OpenAI workaround.

A reported 3-word prompt jailbreak of Claude Opus 5 sparks debate. We analyze the technical nature of LLM jailbreaks, alignment fragility, and defense-in-depth strategies for enterprise AI security.

A reported 3-word jailbreak of Claude Opus 5 sparks debate. We analyze LLM jailbreak mechanics, alignment fragility, and defense-in-depth strategies for AI security.

Robynn AI is a self-learning website operations tool that uses intelligent auditing, natural language editing, and data-driven auto-rollback to solve post-launch decay issues like broken links and ranking drops.

Banquish is a Mac app that clips live web fragments onto a free-form canvas, eliminating tab-switching hell. Combined with AI Agent automation, it creates personalized information dashboards.

Firecrawl releases new /search API using a dedicated model to extract precise excerpts, achieving 10x token efficiency and 94.7% SimpleQA accuracy for AI agents.

Reach is a marketing OS built for the AI search era, helping brands gain visibility in ChatGPT, Perplexity, and other generative AI recommendations through discovery, execution, and attribution.

A Reddit user's emotional breakdown over sudden AI output changes reveals deep issues around AI emotional dependency, silent model updates, and product responsibility boundaries.

Perplexity stuck in Computer Mode and can't switch back to normal search? This article analyzes the technical causes including server-side preference stickiness and platform differences, with practical solutions.

last30days-skill is a GitHub AI Agent skill with 50K+ Stars, enabling cross-platform research across Reddit, X, YouTube, Hacker News, and Polymarket to generate grounded 30-day summary reports.

last30days-skill is a 50K+ Star AI Agent skill on GitHub that performs cross-platform research across Reddit, X, YouTube, Hacker News, and Polymarket to generate grounded 30-day summary reports.

Veteran AI practitioner Remy breaks down the leap from chat models to AI agents: how agents work, the three pillars of context, tools, and skills, MCP connections, and hands-on architecture to make you a 100x employee.