⚠️ What does a countdown to war actually look like? Seyed Mohammad Marandi (@s_m_marandi) warns that any U.S. strike on Iran would be "an act of desperation" that would trigger a major Iranian response and send shockwaves through the global economy. He argues Tehran has spent months preparing for this scenario, expanding missile production so rapidly that it is reportedly "having trouble storing missiles." Watch this critical warning before the next step is taken.

Coming on the heels of the Oval Office meeting between President Trump, Secretary of War, Chairman of the Joint Chiefs of Staff, & CDR of CENTCOM a few days earlier, it’s hard to see how this ends anyway besides a self-destructive return to major combat…

⚠️US Policy May Have Just Created the Nuclear Iran It Feared Most In this clip from Daniel Davis Deep Dive, I argue that decades of pressure, military action, and the abandonment of diplomatic agreements may have pushed Tehran closer to seeking the very nuclear deterrent Washington wanted to prevent. We may have gone over the Rubicon. If that's true, the consequences for U.S. strategy, Middle East stability, and global security could be enormous. Watch this clip before the next crisis unfolds.

This shows the complete depravity and absence of seriousness of President Trump. On the one hand, he’s posting a demonization of Islam – unless, of course, he’s hugging Muslim men and taking their money, or spraying them with perfume.

President Trump made a deal on diesel with Putin on 8 October, claiming it would lower the gas prices ahead of the midterm elections. The price never went down, it only went up. Just the latest in a large list of negative outcomes, despite claims of success. All to America’s harm…

Marandi: Iran Expects War and Is Already Preparing for It ⚠️ Is the Middle East moving closer to a catastrophic major escalation? Seyed Mohammad Marandi (@s_m_marandi) says Iran's leadership, military, and much of the public now operate under the assumption that conflict is increasingly likely. "The chance for (renewed) war is very high." He warns that Iran's armed forces are on full alert, assets have been dispersed to reduce vulnerability, and retaliation plans are already in place “If infrastructure is attacked, then Iran will go after infrastructure across the Persian Gulf and in Israel.” Such a retaliation could cripple oil and gas production throughout the Middle East, setting the region back years — devastating the global economy w loss of energy and global agriculture w loss of fertilizers and sulphur Watch the full exchange from “What a Countdown to War Looks Like”, the window for diplomacy is closing fast.

Data engineers > AI engineers there's a big difference between a "RAG guy" and a "Data Intensive Applications" person like in this screenshot and there's never been a starker difference in demand in my entire career in tech (aka post search engine wars) if your blog / github is full of stuff like this, I have a fantastic mission/job for you (SF preferred, can relocate u, visas ok) (if you can name who's blog this is without even checking, you definitely are in the community. bonus points if you know where he ended up also without looking) jobs@latent.space and the team will reach out if you fit