Tor Keeling

This time is critical for families and kids. I raised three kids. I was a public schoolteacher. Schools have gone off the rails and are not serving the humanity or knowledge for kids. I'm back to provide resources for the family and the kids in this age of AI.

@TheChiefNerd Man, no surprise. I’m disappointed in you declare victory and get out. You’ve just been molded into a politician, which is not a compliment.

🚨 David Sacks Says the Risks of Continued Escalation in Iran Could Be ‘Catastrophic’ “Israel is getting hit harder than they've ever been hit before in their history, and we're only two weeks into this … If this war continues for weeks or months, then Israel could just be destroyed or very large parts of it … Then you have to worry about Israel escalating the war by contemplating using a nuclear weapon, which would truly be catastrophic.”

@typesfast You can’t make this stuff up it cycles more and more to the twilight zone. There are no leaders in government anymore, just clowns and buffoons and mad men who lead us into utter destruction.

Guys, relax, the only risk in transiting the Strait of Hormuz is that Iran will shoot a missile at your ship. Otherwise it's open for transit. An all-time quote from our Secretary of War.

@saylor @BorisJohnson Michael, you’re fighting emotion with logic which never works

@BorisJohnson Bitcoin is not a Ponzi scheme. A Ponzi requires a central operator promising returns and paying early investors with funds from later ones. Bitcoin has no issuer, no promoter, and no guaranteed return—just an open, decentralized monetary network driven by code and market demand.

I've long suspected Bitcoin is a giant Ponzi scheme and now I'm hearing tales of woe that make me fear I'm right. mol.im/a/15643681

@burkov business economics of the manipulations behind the scenes were none of us have transparency to see is massive. they can increase token spent and increase their profits massively by simple tweaks, and marketing schemes. I don’t trust a single one of them.

Looks like they slowed down the inference so that you spend tokens twice as fast with this option which will push to towards the Pro plan for $200/month. It doesn't seem reasonable to run two different infrastructures: one slow and one twice as fast.

@SecWar Surgeons know what how to cut. Military knows what how to blow up destroy and kill. America is being led first by military educated war fighters, and the attempt to deliver democracy with bombs will be the end of it all.

Professional Military Education should produce warfighters and leaders—not wokesters. That’s why we are establishing a Task Force to evaluate our Senior Service Colleges and ensure the focus is where it belongs. No distractions. Just warfighting.

@burkov F chat gpt and altman. If you use their products they will suck your soul and who knows what else right out🧛‍♂️

I called ChatGPT a moron for telling me that a deleted function, not referenced anywhere in the code, was still needed, and it showed its teeth. What the hell, altman. Why do you finetune an array of numbers to show teeth to the paid user?

We’re building agentic systems on top of Rama for exactly this reason. Agent-o-rama is designed so agents submit inputs → topologies process them → authoritative depots stay protected. Agents get sanitized views. Not master keys. 🔴 Red Planet Labs / Rama — tag @nathanmarz

Whiteboard DB = one bad prompt from disaster. Rama = agents can only append facts through defined paths. Deletion is a deliberate, human-controlled act. History is protected by design.

An AI agent just wiped 2.5 years of student data. Here’s the terrifying part — and why the database architecture was the real villain. 🧵 tomshardware.com/tech-industry/…

They literally cannot run migrations or destroy modules. The architecture enforces it. School records in a StudentModule? No agent gets near that depot.

Here’s the deeper protection layer. Rama gives you Depot.disallow() — a flag that blocks ALL external clients from writing to a depot. Agents using foreign depot clients? Read and append only.

The open AI government surveillance machine deal is just another reason and demonstration. Why I will never touch a single product from open AI. Trust will be the number one value going forward No trust of them at all! businessinsider.com/anthropic-clau…

@redplanetlabs @nathanmarz I’m using the chat to address outcomes but also to get really helpful understanding of how rama and agent o rama work. If you’re new, use it to understand the platform and possibilities. It’s quite fun.

We released a chatbot for Agent-o-rama that's powered by Agent-o-rama chat.redplanetlabs.com

@nathanmarz Yes, as I thought. I’ll continue to build my own version of chat.redplanetlabs I’m sure not as good as yours, but at least for those things I feel are proprietary and possibly good

@Tormorehuman Yea, we have full traces of every chat. So if there's any information you don't want us to have, you shouldn't include it in chat.

I have a hypothesis that AI coding will be able to one-shot complex backends with Rama, while it won't be able to with traditional tooling. Two reasons: - Rama apps are much less code, so token usage is much less - Traditional tooling stitching together many systems (dbs, queues, etc.) is much harder to reason about, making pattern matching to the right solution harder We're exploring this now. I think an LLM loop like "code, review for partitioning correctness, review for balance, review for depot/PState design, test, repeat" could be really effective.