For builders: Spam <system-reminder> tags Front-load context before work Add reminders in tool results Use dynamic context injection The magic isn't intelligence. It's obsessive focus management. (5/6)

GPT-5 just casually did new mathematics. Sebastien Bubeck gave it an open problem from convex optimization, something humans had only partially solved. GPT-5-Pro sat down, reasoned for 17 minutes, and produced a correct proof improving the known bound from 1/L all the way to

Okay I'm just gonna post anything useful I learn about scaling tricks now.

Called it Ishaan Shrivastava

chills

This is an unwise statement that can only make people confused about what LLMs can or cannot do. Let me tell you something: Programming is NOT about solving this kind of ad hoc automation problems. Yeah, by scraping available data and then clustering it, LLMs can sometimes solve

Something that a lot people are noticing and I too align with it: GPT-5 writes crisper code than Claude. Less hand-holdy heavily commented slop. Shorter code overall. Better formatting?

agi

She wanted attention. I was a Mamba.

Every time I start making a research poster thinking I know how to make these things, I’m instantly corrected by the abomination that is my first draft.

“All fear is rooted in the destruction of the ego.”

Introducing NSD-Bench. Jaisidh Singh Ishaan Shrivastava ps: linked in comment

Another week another Nemotron. 53.6x generation speedup is nuts.