Skip to content

Instantly share code, notes, and snippets.

@ankitmaloo
ankitmaloo / codex.md
Created April 30, 2026 22:24
why gpt-5.5 with codex feels jagged

GPT 5.5 vs 5.4 in Codex System Instructions

Source: base_instructions field for slugs gpt-5.5 and gpt-5.4 in models_cache.json.


1. Instructions Analysis

Both prompts share the same skeleton. Personality, General, Editing constraints, Special user requests, Autonomy and persistence, Working with the user, Formatting, Final answer, Intermediary updates. The 5.5 prompt is ~46% longer (21.5 KB vs 14.7 KB) and the additions are not neutral, they materially change what the model is told to do before it touches code.

@ankitmaloo
ankitmaloo / gist:3a985fee39985140b630fb1c67435341
Last active March 4, 2026 21:10
Discovering Multiagent Learning Algorithms with Large Language Models
@ankitmaloo
ankitmaloo / catan.md
Last active October 30, 2025 17:00
Catan-GLM-4.6

Catan Universe Randomness Investigation Report

Executive Summary

VERDICT: CONFIRMED PROBABILITY MANIPULATION SYSTEM

Catan Universe implements a sophisticated client-side probability manipulation system that controls random game outcomes. The investigation reveals extensive infrastructure for biased random number generation, contradicting fair gaming principles.

Investigation Methodology

@ankitmaloo
ankitmaloo / climate.md
Created March 31, 2025 09:54
Climate Change commentary

(AI edited)

Part 1: The Hockey Stick Controversy

"It's the rate of change" - this is often the immediate response when discussing with climate change advocates about the observation that "the climate has always changed and always will."

The claim that current warming rates are unprecedented primarily stems from the MBH (1998, 1999) "Hockey Stick" graph. This influential visualization shows minimal centennial temperature variations across the Northern Hemisphere over the past 2,000 years, followed by a dramatic warming spike in the last 175 years. This pattern has been used to suggest that recent warming is entirely anthropogenic (human-caused) due to its unprecedented nature in the historical record.

Original Hockey Stick Study