MasteringMachines AI retweeted
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
Spot on. They are unfortunately replaying there entire playbook.
Nvidia is now 8% of the S&P 500, double what Cisco was at the top of the dot com bubble, and it's making the EXACT same mistake.
Cisco lent money to the telecoms buying its gear in 2000 because they couldn't pay for it any other way, and when those telecoms went bust, Cisco lost 89% and the S&P 500 lost half its value.
Nvidia is doing the same thing today, guaranteeing its customers' leases and buying stakes in the very companies that buy its chips. The more it sells, the more it's on the hook when those customers can't pay.
THIS IS THE BIGGEST MISALLOCATION OF CAPITAL IN HISTORY
Anthropic has a 15-person chip design team and has told investors they are using Claude to design chips faster than Nvidia or AMD
Earlier this year at GTC, Nvidia’s Chief Scienst Bill Dally told Jeff Dean how Nvidia uses AI to speed up the chip design process:
▫️trained an LLM on all proprietary internal Nvidia docs over past 30+ years (junior employees query it instead of interrupting senior designers)
▫️one AI tool ports Nvidia’s cell library to a new semiconductor process and does it in only one night (used to take 10 employees up to 8 months, or 80 total person-months)
▫️since the 1950s, there’s been a classic chip design problem of where to place look ahead stages in a chain (AI is coming up with solutions using “bizarre designs thay no human” would think of)
▫️agentic AI systems are doing a ton of exploration…testing parameters spaces…suggesting new approaches…running architecture experiments
▫️verification process is laborious but AI able to do it at fraction of time (compresses time from design to tape-out, with TSMC making chip)
Dally says it’s still a long way from end-to-end chip design but imagines a world where one master AI agents manages multiple sub-agents (similar to the current human-led process).
Anthropic’s 15-person chip design team is using Claude to develop its own AI chips, The Information reports.
The team has found that Claude speeds up the work compared with its estimates of traditional chip design workflows.
In doing so, Anthropic is following the path taken by OpenAI, which has designed its own chip, codenamed "Jalapeño."
Candidates talking about existential risk of AI infra their victory speech.
MasteringMachines AI retweeted
AMERICA YOU LISTEN TO ME
IF YOU'RE NEAR A DATA CENTER, GO INTO THE FACILITY RIGHT NOW AND PUT YOUR HAND IN THE SERVERS FOR NO REASON
THEIR GPUs ARE YOUR GPUs AS OF RIGHT NOW
Spot on.
I think tech bros really underestimated how unpopular "AI will take over your jobs" and generative AI itself really is. In the aggregate, people dislike potential downside more than they like potential upside.
Many tech people still had illusions of Steve Jobs' Reality Distortion Field to make the datacenter infrastructure buildout happen, but there are two distinct differences: 1) Dario, Sam, Sundar, Jensen Huang et. al. are not Steve Jobs. 2) The technooptimism of the 2000's is gone. Technology, in particular social media, has not made peoples' lives better. The tailwinds Jobs benefited from in 2005 has been replaced by headwinds... people are tired.
silicon valley tech bros don't get that everyday people KNOW they won't be the ones who benefit and neither will their kids infact they’re the awkward in-between generation where they would own nothing and get zero upside.


































