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A personal journal & research archive

Between what exists
and what has been
forgotten.

Research · Notes · Projects · Fragments

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01 / The latest entries

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RECORD / 032

What is Base64 and how to base anything?

CTF3 min read

When you see a string like RG8gdSBrbm93IEJBU0U2ND8=, random letters and numbers with = at the end, you should guess it might be a Base64 string. How does it work? How to write you

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02 / Work in progress

Current expedition

All expeditions
Original blue-grey study of a quiet northern shorelineFIELD STUDY / AN IMAGINED SHORE
EXPEDITION 01 ● ACTIVE

Triangle counting on multiple GPUs

A research project on triangle counting on multiple GPUs, with a focus on optimizing performance and scalability.

FIELD
Research / HPC
LAST RECORD
10 September 2026
OPEN EXPEDITION
03 / A few places to begin

Selected writing

03 / Speculative Decoding

What is Sepeculative Decoding

We have a slow, big target model M_p, inference from which we're trying to accelerate (distribution p(x)). We also have a quick, efficient approximation model M_q (distribution q(x

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The person behind the pages

I’m Akejyo. This is a place to think in public, keep useful questions, and make things slowly.

A little about me ↗

Ride with things, let the mind roam.