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Read Any Language, Even in Bad Handwriting: An OCR Data Quotation, Teardown-Style

Every OCR project's roadmap dies at the same milestone — "works on our test set, fails on real documents"

SERP API Proxies Residential Proxies Scraper Social Media ISP Proxies

Xyla Huxley

2026-10-16

10 min read

Meshes Are the New Pixels: Three Generations of 3D Training Data

Generative 3D is repeating the video-generation story with one twist: its data shortage is worse, because 3D assets were never lying around the open web at video scale.

SERP API Proxies Residential Proxies Scraper Social Media ISP Proxies

Xyla Huxley

2026-10-16

10 min read

Search Results Remember: The Quiet Case for Buying SERP History

A rank tracker tells you where you are. A SERP dataset tells you where the world went.

SERP API Residential Proxies Proxies Scraper Social Media

Xyla Huxley

2026-10-16

10 min read

Legal Said No. Data Said Yes. The 90-Minute Meeting That Fixed Both.

The slowest part of buying training data is rarely the data — it's the hallway standoff between the data team that found the perfect corpus and the legal team whose job is to say "prove it."

Proxies SERP API Residential Proxies Scraper ISP Proxies Social Media

Xyla Huxley

2026-10-16

10 min read

一張網紅報價單，值多少錢？把直覺換成算式給老闆看

網紅行銷最大的成本不是報價，是「憑感覺成交」——粉絲數可以買、互動率會衰退、報價與實際觸及常常脫鉤。

Proxies Residential Proxies Scraper Social Media ISP Proxies

Xyla Huxley

2026-10-16

10 min read

The Pricing Page Changed on a Tuesday: B2B Signals Hiding on Your Prospects' Websites

The best buying signals in B2B aren't in your CRM — they're public. A prospect edits its pricing page, posts eight engineering roles, swaps its status-page vendor, publishes a migration blog post.

SERP API Proxies Residential Proxies Scraper Social Media

Xyla Huxley

2026-10-10

10 min read

Screenshots, Charts, and Scanned PDFs: The Document Mess No Model Was Trained For

Enterprise text extraction quietly broke. The documents companies actually run on — dashboard screenshots, financial charts, scanned forms, slide decks

SERP API Proxies Residential Proxies Scraper Social Media

Xyla Huxley

2026-10-10

10 min read

Memo: Your Localization Team Is Asking for Dubbing Data You Don't Have

Your subtitle operation runs like plumbing: source files in, translations out, turnaround in days, cost per minute of video in cents.

SERP API Proxies Residential Proxies Scraper ISP Proxies Social Media

Xyla Huxley

2026-10-10

10 min read

One Product, Forty Prices: A Methods Paper on Measuring Geo-Pricing Honestly

Regional price discrimination is one of the most studied and worst-measured phenomena in e-commerce

SERP API Proxies Residential Proxies Scraper Social Media

Xyla Huxley

2026-10-10

10 min read

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