Today we're releasing abliterated-model-large-v2.
Based on GLM-5.3, which is #3 on Terminal-Bench 4.0 (behind only Opus 5 and Fable), with 2× the cyber exploitation of 5.2.
We abliterated and hosted it so it does the offensive cyber, red teaming, and agent testing work other models refuse to do.
- US-hosted
- FP8
- 1 million context window
- Zero input/output prompt retention
Live now. 🧵
Okay so while yes you can open an LLC or C corp in US but India has changed a lot of guidelines and you have to follow FEMA guidelines to make sure you have a company that's legally active. Do not open it blindly
you absolutey can, use stripe atlas to register a LLC in US and operate under that if you want to sell internationally (you get $2500 in credits too).
if you are anyway selling just in india, razorpay is fine.
you can also do it yourself with LLC in wyoming for ~$200 i think.
https://t.co/kPcg3GvKbW
Our thoughts on the importance of AI sovereignty.
1. Your AI sovereignty dictates your institution’s future. Sovereignty is the precondition for choice. Relinquishing sovereignty transfers the future choices of your institution to others, who are likely to exploit it for their gain and your loss.
2. Data retention is your treasure. Transfer it at your own peril. Your ability to win is dictated by your ability to recognize and use your unique edges, and you keep winning by compounding the underlying data to generate new insights. Transferring that data hands over access to your pre-existing winning plays and yields the means of production for new ones.
3. Tokenmaxxing hijacks your value orientation and decreases your institutional fortitude and intelligence. The pursuit of high token usage incentivizes disposable scripts over robust software — with the addictive feeling of false progress. There is a reason why those selling tokens refuse to charge based on value.
4. Controlling your weights is controlling your fate. Weights are the distilled form of hard-won, accumulated institutional knowledge. If you let others control your weights, you are allowing them to migrate the alpha of your business to theirs.
5. There is no contradiction between sovereignty and alpha. The architecture that maximally preserves sovereignty is one that enables institutions to own their tribal knowledge, and to compound it as alpha.
6. Politicizing the technical issues involving sovereignty is what your adversary wants. Techno-politicization is the wellspring of false sovereignty. Techno-politicization drives decisions that seem to reduce dependency, but ultimately limit agency — especially on the battlefield in the West.
7. Real expertise is existential. Allowing politics or favoritism to determine your technical decisions rewards whoever is best at politics, not whoever is right. Listen to those closest to the problems, not those speaking most compellingly about them.
8. Learn from institutions that are winning or that have consistently delivered. Institutions facing existential threats do not have the luxury of making technical decisions based on political preferences.
9. Only listen to institutions, countries, and people who have a proven record of being right. A track record of correctness is the best and only signal for future correctness. Judging something as right or wrong based on who you like is exceedingly misguided.
I've been a avid user of GLM since last year and their latest model has been impeccable on cybersecurity research use cases. I dont have to play mind games to not trip the guardrails like claude or codex
@simranrambles maybe try melatonin 3mg for a week or two to reset the sleep cycle(trouble falling asleep) and combine it with the magnesium. does the trick
If you feel lost, build something.
A business. Your body. A skill set. Anything that gives you a reason to learn and focus.
Don't worry about choosing the right thing. Don't think about how difficult it will be.
Just start moving forward and you'll find a path that feels right