JustinTest (@mattershell) header
JustinTest (@mattershell) profile picture

We are called to be architects of the future, not its victims.

Midwest Industrial Complex
Joined December 2020
Got honeypotted by a suspected Chinese spy. Board is “looking into it.”
54
Sunday night performative reading:
10
Introducing Arete-27B: Qwen3.8-27B, post-trained to reinforce Western values. Chinese open models are currently the strongest available, but they ship with state-aligned behavior in the weights. We built an 803-prompt eval across seven value categories, including freedom of expression, democracy, and privacy, and measured how often a model adopts China’s party line. After fine-tuning on roughly 53 million tokens, Arete-27B's propaganda rate fell from 22% to 1%, in line with the Western models we tested. Its Hermes Bench score shows no significant performance tradeoffs. The values in an open model are one fine-tune away. Our eval, weights, and training data are available now along with the full blog post: nousresearch.com/arete
11
Me on Omarchy:
Claude Code desktop app doesn't support Fedora, it's Debian/apt only, wtf?
6
Rewards for Justice is offering a reward of up to $20 million and possible relocation for information about Iran’s nuclear program, including its facilities, equipment, and associated personnel, such as those in the scientific community, or the movement of any of the above. Submit a tip: rewardsforjustice.net/reward…
4
Replying to @growing_daniel
Me being excelibate in the spreadsheets
3
246
Crazy how quiet these old Machines can be with the right software. Old Intel Mac running Omarchy just vibing in the background. Amazing hardware/software combo honestly.
13
Replying to @jaketropolis
"there goes another 5 percent!"
1
2
24