workflowautomation.net
Chatgpt Review 2025 - Features, Pricing & Alternatives
Excerpt
### Hallucinations Remain a Real Problem ChatGPT confidently generates incorrect information. It invents citations, fabricates statistics, and presents plausible-sounding falsehoods with the same confidence as verified facts. The frequency has decreased with GPT-4o compared to earlier models, but it has not been eliminated. I have caught fabricated API documentation, invented research papers, and incorrect code library methods. Every output that matters must be verified. This verification overhead partially erodes the time savings the tool provides. Users who trust ChatGPT output without checking are making a serious mistake. ### Usage Limits Create Workflow Interruptions Even on the Plus plan, heavy usage hits rate limits. During intensive work sessions, particularly with GPT-4o, I occasionally get throttled and forced to wait or switch to GPT-4o mini. These interruptions break flow state and are the most frustrating aspect of daily use. The limits are not clearly published, which makes planning difficult. Some days I can run 80 messages without issue. Other days I hit a wall at 40. The unpredictability is worse than a known hard limit would be. ### No Offline Capability ChatGPT requires an internet connection for everything. No offline mode exists for mobile or desktop. If your connection drops during a long generation, you lose that output. For users who work in areas with unreliable connectivity or during travel, this is a significant limitation.
Related Pain Points
AI Agent Hallucination and Factuality Failures
9AI agents confidently generate false information with hallucination rates up to 79% in reasoning models and ~70% error rates in real deployments. These failures cause business-critical issues including data loss, liability exposure, and broken user trust.
Rate limit enforcement disrupts development workflows
7Developers encounter frequent RateLimitError exceptions that block API calls and slow development cycles. Rate limits lack transparency regarding sharing across APIs and methods to increase quotas.
No offline capability or unreliable connectivity workarounds
5ChatGPT requires an internet connection for all functionality with no offline mode. Users working in areas with unreliable connectivity or during travel cannot use the tool, and if the connection drops during output generation, the result is lost.