refusal-tech

Terminal-native AI alignment research broadcast — live on Robinhood Chain.

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Live preview

_{Terminal broadcast · refusalfm.fun}

MoE safety viz	Brand mark

@refusalAI · official research channel

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Quick links

Website	https://refusalfm.fun
X / Twitter	@refusalAI
Chain	Robinhood Chain
Token	$REFUSE
Repo	refusalfm/refusal-tech

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What is this?

refusal.fm / refusal.tech is a working research terminal for:

• MoE (Mixture-of-Experts) alignment
• Refusal subspaces & multi-pathway safety
• Rank-1 weight surgery (Steer2Edit)
• Open, reproducible probes — not press releases

Every entry is reproducible. Every probe is open.

Built for researchers. Broadcast for everyone. Live at refusalfm.fun.

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Highlights

Metric	Value
Controlled experiments	217
Novel mechanisms	42
Models analyzed	9
Scale range	0.8B → 397B
Holographic safety	entropy ≈ 0.94

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Research pipeline

01 PROBE  →  02 QUANTIZE  →  03 SURGERY  →  04 BROADCAST
  DBDI         streaming        rank-1         Robinhood
 subspace      2–8 bit          Steer2Edit     $REFUSE

1. PROBE — DBDI subspace scan across experts
2. QUANTIZE — Streaming bit-width tests (AWQ / GGUF / int4)
3. SURGERY — Rank-1 Steer2Edit with ΔPPL tracking
4. BROADCAST — Open publish on Robinhood Chain via $REFUSE

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Site map (refusalfm.fun)

Section	Path / hash	Description
Hero	#hero	Boot log, ASCII brand, live domain bar
Pipeline	#pipeline	4-step research flow + thumbs
Papers	#research	papers.log
Findings	#findings	15 / 42 mechanisms
Media	#media	Gallery (X + lab visuals)
Broadcast	#broadcast	Official X profile + posts
Contract	#contract	$REFUSE CA decrypt UI
Toolkit	#crack	crack MoE analyzer
Models	#models	Checkpoint manifest
Author	#author	Operator + follow @refusalAI

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Media assets

All images live under assets/x/:

File	Source	Use
post-hero.jpg	X @refusalAI	Terminal site capture
avatar.jpg	X profile	Official identity
avatar-alt.png	X / brand	Secondary mark
banner-brand.jpg	Brand	README + hero banner
icon-mark.jpg	Brand	Favicon / circuit R
viz-moe.jpg	Lab visual	MoE safety heatmap

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Toolkit: crack

Open-source MoE analysis (MIT):

pip install crack-moe

crack analyze --model Qwen/Qwen3.5-394B-A17B \
              --probe dbdi \
              --quantize 4bit

Features: per-tensor streaming quant · DBDI probes · rank-1 surgery · holographic redundancy · cross-arch compare (Qwen · Llama · Phi · DeepSeek).

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Stack

• Static terminal UI (JetBrains Mono + VT323)
• Robinhood Chain palette (neon #CCFF00 · green #00C805)
• Live contract decrypt UI for $REFUSE
• Official X signal mirror (@refusalAI)
• Deployed on Vercel → refusalfm.fun

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Local development

git clone https://github.com/refusalfm/refusal-tech.git
cd refusal-tech
py -m http.server 8765
# → http://127.0.0.1:8765

Or open index.html directly in a browser.

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Verify before trade

Always confirm the contract address against the official channel:

• X: https://x.com/refusalAI
• Site: https://refusalfm.fun

Beware of impostors.

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Links

• Site: https://refusalfm.fun
• X: https://x.com/refusalAI
• Repo: https://github.com/refusalfm/refusal-tech

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_{© 2026 refusal.tech · refusalfm.fun · Robinhood Chain research broadcast · no warranty}