That $6700 is a $5000 upgrade over a base model Macbook Pro.
$5000 in US Treasuries (currently at 4.89%) yields $244.5/yr. That's more than enough to cover the annual Claude Pro subscription ($200/yr) which includes Claude Code with lots of Sonnet usage (far better than Qwen 3.6)
> I think something like 96GB RTX PRO 6000 Blackwells would be the minimum to run a model of this size with performance in the range of subscription models.
GLM 5.1 has 754B parameters tho. And you still need RAM for context too. You'll want much more than 96GB ram.
H1b is tied to employment, not to the employer. You can change employers on the same H1.
It’s not great. But this is similar to how health insurance is tied to employment, not to the employer. Both citizens and H1 employees experience the same abuse here
> Every MCP server injects its full tool schemas into context on every turn
I consider this a bug. I'm sure the chat clients will fix this soon enough.
Something like: on each turn, a subagent searches available MCP tools for anything relevant. Usually, nothing helpful will be found and the regular chat continues without any MCP context added.
Not true for PS5 games. Sony can push a firmware update to disable games, even if you own the disc.