LogicBalls AI Writing & Content Creation Blog
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brand reputation9 Places AI Gets Your Company Facts From (And How to Fix Each)The nine sources an assistant can draw a company fact from, what each provider documents about how it reaches a model, and which ones you can change — sorted by how much control you have.Ankit Agarwal13 min read
AI accuracyClaude Hallucination Rate: What the Published Data Actually ShowsThree published measurements put Claude's hallucination rate at 9.8%, at 60.8%, and at 6% higher than the previous model. All three are correct, and none of them is the number.Ankit Agarwal13 min read
AI accuracyIs ChatGPT Accurate? What the Published Research MeasuresThere is no single accuracy number. Published measurements for GPT-class models run from 7.6% to 62.5% on short-form facts and 3.1% to 23.3% on summary faithfulness, and each measures a different task.Ankit Agarwal11 min read
AI accuracyThe 10-Prompt AI Accuracy Test (Run It on Any Tool)Ten prompts, a 20-point scoring sheet, and what each one probes — cutoff knowledge, false premises, abstention, citations, long-tail facts and consistency. Run it yourself on any assistant.Ankit Agarwal12 min read
brand reputationThe Canonical Facts Page: One Page That Gives AI Something to CiteThe 14 fields that belong on a canonical facts page, how to date and maintain it, where to link it from, and the one thing it cannot do.Ankit Agarwal12 min read
The Art Of Paraphrasing: Mastering the Skill of RewordingIntroduction Crafting compelling content often involves incorporating ideas from other sources. But directly copying someone else’s work is plagiarism, aGovind Kumar8 min read
AI legal document workflowDon’t File AI Drafts Blindly: The Safer SMB Workflow for Legal DocsDiscover a step-by-step SMB workflow to draft, review, and finalize AI-generated legal documents securely and accurately.Diksha Pooniya18 min read
AI accuracyClaude Accuracy: How to Reduce Errors in Long DocumentsAnthropic documents context rot, sentence-level citations and a quote-first pattern, and publishes no error rate. Four reasons long documents go wrong and six documented controls.Ankit Agarwal12 min read
advertising compliance10 Ad Copy Claims AI Writes That You Legally Cannot PublishTen claims a model puts in ad copy, each matched to the FTC rule, CAP Code clause or platform policy it breaks — three false however you word them, seven lawful only with evidence.Ankit Agarwal13 min read
AI accuracy8 Accuracy Questions to Ask Any AI Vendor Before You PayEight questions for an AI vendor, what a real answer sounds like and what a deflection sounds like, grounded in NIST measurement and EU AI Act duties.Ankit Agarwal12 min read