▸ The Human Filter
since "bullshit detector" was taken
Paste any text — a sales email, a contract, a news article, a personal message — and reveal the persuasion tactics, cognitive biases, and manipulation hidden in the language.
Workflow Designer × Legal Logic × Cognitive Psychology
See It In Action
5 Years Litigation & Drafting · ⚖️ Delhi High Court — Chamber Allotted · RJS Prelims Cleared (Top 3,000 of 50,000+ applicants) · 100+ Podcast Episodes · 550+ AI Systems Built · 6 Published Artifacts
Featured Artifact
An adversarial deliberation tool that simulates a panel of historical thinkers — Gandhi, Nietzsche, Chomsky, Kalam — to stress-test your decisions from every angle. Try it live.
The Problem
The Problem
Most AI instructions are vibes-based. Legal logic provides a framework for rigorous, step-by-step reasoning that holds up under scrutiny.
The Blind Spot
People don't make decisions logically — they use heuristics, biases, and emotional shortcuts. Your AI needs cognitive psychology to work in the real world.
The Gap
Without auditable reasoning and measurable outputs, your AI is a black box. I build systems with transparent decision chains.
The Story
Two paths. Same company. One uses AI like everyone else. The other adds the Human Layer.
"Write me a sales email" — no reasoning chain, no audience model, no legal check.
Fake citations, invented statistics, confident nonsense that sounds plausible.
Legal liability, lost credibility, wasted spend, clients who don’t convert.
Every prompt has a reasoning chain. Every output is auditable. Zero hand-waving.
Cognitive bias mapping, behavioral nudges, outputs that work with how humans actually decide.
60% faster research, 91% bot accuracy, zero hallucinations, clients that convert.
Work With Aakarsh
Law × Psychology × AI — applied to your real problem. Every engagement combines legal rigor, behavioral psychology frameworks, and hands-on AI systems design. No generic advice. No recycled ChatGPT playbooks.
Digital Toolkits on Gumroad
AI Ethics Audit Checklist (free), AI Prompt Playbook for Legal Professionals (₹1,100), AI Governance Framework for Small Teams (₹1,300). Downloadable PDFs — use immediately.
Free Offer
Tell me what problem you're solving. I'll build you a working artifact — no charge. I'm building my portfolio and want real-world use cases. You get a free tool; I get proof of concept. Win-win.
Request a Free Artifact →Limited spots. Serious requests only. I'll reach out within 48 hours.
Proof
“Working with Aakarsh on the Human Layer AI podcast was such a smooth experience. He combines strong work ethic with clarity and professionalism—everything was delivered on time, and his follow-ups were consistent and proactive.”
“Aakarsh has a rare ability to ask sharp, well-researched questions while making the discussion feel natural and engaging.”
“It was obvious from the start that he was extremely well educated on AI’s applications, and it was evident he is seeking truth more than short-lived vanity.”
“An entrepreneur with fresh ideas who is eager to learn from people from all walks of life. The best host who simply allows you to speak freely and openly.”
“A very modest and talented podcaster.”
Content
Why the act of writing itself is the real product.
The only sentence you need for mental health.
Scarcity thinking applied to system design.
And started building a council instead.
Miscellaneous
Not just AI. The complete backstory — creative work, personal discipline, and the receipts.
Two years of professional copywriting—spec ads, brand campaigns, and visual storytelling. The same skills that make great copy are exactly what make great prompts.
Connect
