Pangram
AssessTools
An AI detection company and Chrome extension used to scan social posts for AI-generated content.
Why it's here
Placed in Assess: 4 article(s) of evidence from 2 source(s), led by research-stage coverage, with 0 in the last 30 days. Confidence 49%.
Evidence (4)
- 6Martin Fowler·9/8/2026researchAI Verification, Incentives, and Reader Trust
The piece argues that AI has lowered the cost of generating content far more than the cost of verifying it, which makes measurable outputs look productive even when they may create hidden risk and technical debt. It also warns that organizations running AI agents are responsible for their behavior, and highlights reader frustration with LLM-assisted writing where authenticity matters more than polish.
- 4Hacker News·8/25/2026researchSurvey Says HN Is Increasingly AI-Dominated
A survey of Hacker News top stories suggests that AI now occupies a large share of the daily feed, with about 50% of top stories in June 2026 being AI-related or AI-generated. The author also used the Pangram detector to flag likely AI-written submissions and found the trend had risen from about 40% in February to roughly 60% in early June before easing later in the month.
- 8Hacker News·8/3/2026regulationOpenAI-linked PAC appears to fund AI-generated news site targeting critics
A report alleges that an anonymously run news site, Acutus/Model Republic, is using AI-generated reporters and articles to target AI industry critics and policy debates. The investigation also claims it may be connected to OpenAI's political spending network through Targeted Victory, based on website code and email evidence.
- 6Hacker News·7/9/2026researchStudy Finds AI-Generated Content Is Widespread on LinkedIn
Pangram reports that AI-generated content is common across social platforms, with longform posts especially affected. LinkedIn stands out as the most AI-saturated platform in the dataset, while X/Twitter articles also show a high share of fully or partially AI-written content.