Technology
AI, software, platforms and developer activity — tested against employment, adoption and usage data.
Signals are easy. Evidence is harder.
Technology narratives move faster than measurement. We compare job projections, developer activity, adoption data and public datasets to separate product hype from measurable change.
Reality checks
Each article is built from source data first. Headlines are written after the evidence is reviewed.
Is OpenAI Really Worth $1.25 Trillion? What an OpenAI IPO Would Mean
OpenAI is reportedly raising at $1.25 trillion, about 25x its ~$50B revenue run rate, after losing $38.5B in 2025. We check the price against Big Tech.
PHP2Shell Vulnerability: How Many Websites Are Actually Exposed?
PHP2Shell (CVSS 9.2) hits the language behind 69.3% of websites. We estimate about 48% of PHP sites run versions with no official fix.
ChatGPT vs Gemini vs Claude in India: 12 Months of Search Data
Claude's search interest in India rose about 15x in a year, ChatGPT extended its lead and Gemini slipped in search while its app grew. Search and app data compared.
AI Detector vs AI Humanizer: Searches Doubled Since July
Both searches follow the academic calendar. Turnitin figures and a Stanford-led study show why detectors weigh most on non-native English writers.
Salesforce vs AI CRM: Is AI Replacing the CRM Interface?
A data-led analysis of Agentforce, AI-native CRM alternatives, automation rates, Salesforce's workforce changes, and software-versus-labor economics.
Is AI Actually Replacing Software Jobs?
Automation is reducing demand for some programming work, while official projections still show software-developer employment growing. The job category matters.
Where the evidence comes from
We prefer first-party statistical agencies, official datasets and transparent research repositories.