Over time LLM have been getting better and solving Mathematical problems in different ways. I follow this guy (Yes I am a nerd) but he does a good job of explaining things. If you want to see how AI has helped the math field, watch it.

something that has been on my mind lately regarding Edubas development of the ICM sharing model. I haven’t been able to conceptualize the use case in which part of the workflow in the ICM is behind a firewall, but some of it is exposed to the end User client it’s not the infrastructure that is confusing me it’s the usability and value that the client or end user is receiving. Does anyone already have an idea of how they implement this?

Just thought I'd do a post in here after I was halfway through running six simultaneous Fable windows to try and max out the usage before it resets with a couple of in-depth security audits that I had planned... Then saw this update from anthropic around how in-plan Fable usage it will be extended until the 12th so I figured I'd post this in here to potentially save anybody from stressing over their usage if they hadn't seen an update from Anthropic. Read the full article below ;] Also feel free to share any thoughts below. I think it's great publicity but I'm definitely seeing some unhappy people who had altered their personal lives to try and fit fable usage into their routines. They are now unhappy about the late reminder, which I think is a bit crazy 🤣 https://support.claude.com/en/articles/15424964-claude-fable-5-promotional-access

If you're happily clicking around in Claude, Cursor, or VS Code — this one isn't for you. But if you're out here duct-taping Tmux sessions, spawning pi.dev, Kilo Code, OpenCode, and Codex across a dozen panes while praying SSH doesn't drop your entire context... That instinct is wrong — and we've got the wreckage to prove it. Meet Herdr.dev — the Rust-built agent-aware runtime that turns your terminal into a proper control room for the whole herd. Real panes. Persistent state. Live agent status. One terminal. Zero friction. Stop managing windows. Start directing the work. 👉 Full breakdown + install in Davids Corner: https://www.skool.com/cliefnotes/classroom/c7f102c7?md=b1ab2923b4c54a17b29249a018c27704 Drop your current setup (or the biggest friction you're fighting) below. What's your current agent harness looking like? Let's see what the crew is grinding with. #herdr #ownYourStack #stopRentingYourMemory

I have a lot of ideas, which I want to test but I have very little experience with marketing or sales(storytelling). I see a lot of skills(on skills.sh) but they don't seem to help me much since I don't really know how it is supposed to work(without AI) to judge the outcome. Do you hire talent to help your set up things to judge how your pipeline is performing? Do you practice your content making and then feed it to AI to get your voice? Or is it a creative process and you don't really outsource that to AI?