Archives

2025  10

September  6

How Spacing and Capitalization Randomly Change Your Model’s Entire Personality

September 8, 2025 · 8 min · Lakshay Chhabra

How Tokenization Murders Your Model’s Ability to Do Basic Math

September 7, 2025 · 7 min · Lakshay Chhabra

Why Your Vector Database Thinks $AAPL Means Polish Batteries

September 6, 2025 · 7 min · Lakshay Chhabra

Tokenization Forensics about Leaks

September 3, 2025 · 6 min · Lakshay Chhabra

Byte Level Tokenizer

September 2, 2025 · 6 min · Lakshay Chhabra

Tokenisation: Why 90% of LLM Failures Start Here

September 1, 2025 · 3 min · Lakshay Chhabra

August  4

The Tokenization Decision Tree: When to Train, When to Run, When to Cry

August 31, 2025 · 8 min · Lakshay Chhabra

Tokens Aren’t Meaning — They’re Compression Hacks

August 30, 2025 · 6 min · Lakshay Chhabra

Why Your Model Can’t Learn New Concepts (Even with Perfect Data)

August 5, 2025 · 9 min · Lakshay Chhabra

10 Ways Tokenization Screws With Your Model (and Wallet)

August 4, 2025 · 7 min · Lakshay Chhabra