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star2vec/README.md
‎ ‎(\(\ 
(„•˕•„)˙⋆✮
━O━O━━━━━━━   
coming really soon (papers?)... ⋆˙⟡
> Read, Replace, Never Rewrite: Continuous Thoughts Carry Search Structure, Not Answer Identity [preprint coming soon]
> GenLoss: a benchmark for memory and compaction methods under repeated compression [preprint coming soon]
✧˖°.✎ → already published:
> Reddit is all you need: Authorship profiling for Romanian [ConsILR 2024]

... and more research!! ⚙️ work in progress :P (the experiments are mostly complete)
> whack-a-mole: does a model internally track its automaton state? [LessWrong article] 
> The imposters among us: function vectors that ace every check and do the wrong task (in search of circularity) [LessWrong article] 
> LiBucks: a latent-space memory server for coding agents (context is split between buckets with their own librarian)
> position bias in LLM judges is worse than people think (finding from an inconclusive LLM cognitive dissonance experiment)
> how decorrelated failures beat reward hacking (from a kind of failed test on how much the language prevents reward hacking)

stay tuned for the ones i have not listed yet >:)
    ˋ°•*⁀➷
₊·.°.⋆ favs shortlist ⋆.°.‧₊
> ⚝ dr. House visual novel game in C++ ⚝ [uni project]
> EchoSwarm ༄ flood evacuation engine (satellite data + dynamic Neo4j geospatial graph + multi-agent simulations) [hackathon build]
.˚⊹. ࣪ projects, tidbits & for funsies ^_^ ⊹˚.
> libugry: Python library dependency advisor based on context graphs [side quest]
> knowledge graph based on the first book of the odyssey [side quest]
> movfuscator re-do (rewriting assembly x86 at&t code to only use the mov instruction) [uni group proj]
> (hopefully aesthetic) shark website :P [uni project]

Pinned Loading

  1. RRR RRR Public

    Full pipeline, protocol and results for "Read, Replace, Never Rewrite: Continuous Thoughts Carry Search Structure, Not Answer Identity", the first causal test of the COCONUT superposition hypothesis.

    Python

  2. cpp-dr-house-visual-novel cpp-dr-house-visual-novel Public

    A C++ terminal game where you play Dr. Gregory House. Diagnose the patient before they die, you end up at Mayfield Psychiatric, or you bankrupt Princeton-Plainsboro Teaching Hospital.

    C++ 1

  3. echoswarm echoswarm Public

    Globally deployable flood evacuation engine. Combines live Sentinel-1 SAR data, a dynamic Neo4j geospatial graph, and LLM-driven multi-agent simulations to autonomously optimize disaster response p…

    Python

  4. libucks libucks Public

    An experimental research project investigating alternative long context memory architectures for coding agents using interlatent space communication

    Python

  5. libugry libugry Public

    Context-aware Python library dependency advisor operating on a Neo4j Context Graph

    Python

  6. FAHHHcultate FAHHHcultate Public

    C++