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The Pure Math AI Edge:
Where Mathematics Meets Imagination. We're documenting how data science and generative AI can be used to drive real-world innovation. From one-off projects to full-scale business automations and workflows, we’re building practical, scalable solutions that help our clients reimagine the way they work.



AI Code Bloat: The Shortcut That Wasn’t
Experienced writers feel this immediately. Something is off. Too much explaining. Too many words where one would do. No sense of rhythm, no

Ayano
Mar 203 min read


Manus Test: Research Report on Transforming the SaaS Model with AI
Human Editors Note: We ran a test using Manus to write a research report using a single, simple prompt. " Create a comprehensive research...

Pure Math Editorial
Mar 1915 min read


Case Study: Reducing Paperwork Burdens in Japanese Healthcare with Open-Source AI
Physicians and nurses spend hours each day writing and reviewing notes, often with minimal standardization across hospitals. Why?

Pure Math Editorial
Mar 44 min read


Case Study: RFP Writing—The Madness of Manual RFP Processes
Why would anyone still be hiring people to fill out RFPs manually?

Pure Math Editorial
Mar 23 min read


Case Study: Automating Hedge Fund Due Diligence with AI
Given these variations, an off-the-shelf AI model would be ineffective. Due diligence requires tailored intelligence, not generic automation

Pure Math Editorial
Feb 264 min read


Embeddings—You’re Still Reading Earnings Reports? Awe. That's cute.
Until now, markets had no way to quantify language at scale. Analysts read what their human brains could manage, missed what it couldn’t...

Haruna
Feb 243 min read


Case Study: How Financial Publishers Can Shift AI from an Existential Threat to a Competitive Moat
This shifts AI from a competitive threat to a competitive moat, ensuring that sponsored content remains ...

Pure Math Editorial
Feb 153 min read


Case Study: How Pure Math AI is Advancing AI-Driven Content Marketing
By implementing this AI-powered system, Pure Math AI has significantly enhanced it's ability to generate content.

Pure Math Editorial
Feb 153 min read


What We Know, What We Don’t, and What AI Can Help Us See
There was a time when people read the markets like a novel, one chapter at a time. They waited for...

Ayano
Feb 133 min read


Case Study: Alternative Investment Marketing One-Pagers
Creating effective marketing materials for alternative investments is a complex and resource-intensive process. The sophisticated nature of

Pure Math Editorial
Feb 13 min read


The Markets Follow Attention, Not Just Data
A good financial professional doesn’t just answer the client who asks, “Should I be investing in AI stocks?” A good financial professional..

Ayano
Jan 282 min read
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