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Memory formation isn't a bug, it's a feature. AP1 plays a crucial role, maintaining chromatin accessibility even after the initial trigger is gone. This suggests memory is deeply tied to adaptation, especially during stress. @arjunrajlab Full episode:

🚨BREAKING: Elon Musk revealed that he purchased 𝕏 because he deemed it “crucial to the future of civilization. Elon Musk deserves a million “Thank You’s” ❤️ Here’s a simple poll. Please be honest! As of today, how much do you still trust this man? A.100% B. 50% C. 25% D. 0%

About 4 months ago, I received a ban from SeaOfThieves on an alt account due to my username (RealDrewStevens) with a ban reason of “Rare Staff Impersonation” which I take full accountability for being in the wrong here. At the time I sent in a ticket on my main account asking for clarification on the ban. After a few weeks of contacting support and attempting to reach out to anyone who could assist me, my resolution was the support team telling me there was “no enforcement action against your Xbox Live account.” They also then told me “purchasing a new license for Sea of Thieves through the Microsoft Store / Game Pass subscription / Steam or and linking your Xbox Live account to that new game license should resolve your issue.” Since then, they have gone back on this statement and last night I found out they banned my main account. In a Sea of Thieves Developer Update, @S0nicBob stated “On reflection, we feel we can create a more fair and transparent approach to enforcement, that gives players some breathing room when mistakes are made but most crucially, gives them a chance to be able to learn from those mistakes” in regards to the new points system they were implementing. So what’s the deal with this? Because right now, the actions of the support team directly contradict the public statement that was put out. I did everything "right" here. I opened a ticket instead of going straight to twitter; I kept my patience with the support team; I didn't ban evade until the support team responded and told me to do so. And now, months later, with zero new incidents and zero further communication, my main account, the one the support team confirmed had "no enforcement action" against it, is banned. Where's the "breathing room" in that? Where's the "chance to learn from mistakes" when the current mistake in question was following the support team's own advice? This new policy is just as vague and hard to interpret as the old policy. I have the ticket. I have the exact wording support used. I have a timeline that shows I acted in good faith at every single step (after the original incident of course which I again take full accountability for), only to have the rug pulled out from under me with no explanation, no warning, and no updates to tell me why the goalposts moved. Let me give a couple examples of the inconsistencies here. The gamertag “Official SOT” can receive a 3 point ban (permanent until name change). A tweet can receive a 3 point ban for “Rare Staff Impersonation” (3 days). So then why is my “Rare Staff Impersonation” ban any different? I don’t want special treatment. I want support to actually hold itself to the standards they presented to the entire community. Either Drew’s statement meant something or it didn't and right now, my account says it didn't. @RareLtd @SeaOfThieves @SoT_Support @MicrosoftHelps: I'd appreciate an actual response this time instead of a copy-paste closure. Currently that is all I am able to get out of the lowest level of the support team with no way of escalation. Please allow me my second chance that so many others received in the second chance policy. #SeaOfThieves# #FairAndTransparent#

Elon Musk: Tesla’s Secret AI Chip Factory Could Change Everything That said, we expect to announce their location soon and provide more details about our plans in that regard, but we'll leave that to the product launch announcement. Rather than trying to squeeze it into an earnings call, I think this is a very big announcement and deserves to have its own spotlight, instead of being squeezed into an earnings call. But I do think this is going to be an amazing initiative, and a necessary one. Without it, we will be constrained in our ability to scale up mass production because we simply won't have enough AI chips. So, it's crucial to solve that. And we'll have to solve memory, logic, and packaging in order to scale. We'll leave the rest for its own announcement. We've placed equipment orders for our development fab in Austin. And that development fab, I think, is pretty cool because it's intended to have lithography mask production, logic, memory, packaging, and chip testing — all under one roof. So you can have a very fast iterative cycle, try out new chip designs very quickly, and see if they work. I don't think such a building exists anywhere on Earth. So this is really going to be super helpful as we try some exciting, adventurous, high-risk, high-payoff bets.

One very useful tool in Agent mode is image cropping of Grok Imagine . I don't know why no one talks about it, as it is a crucial element for creating smooth transitions. During a conversation, you need to frame each person and switch camera angles to add energy to your video. Being able to pick the frame you want and crop it saves a huge amount of time.

🚨 NOW: Microsoft faces mass calls to FIRE former FBI agent Nikki Floris if they are to keep their federal contracts — after President Trump declassified shocking files exposing Floris for admitting to running a "shadow government," withholding crucial info from Trump that China meddled in our elections FIRE HER, NOW!

Goldman Sachs: LLM primer A week or so ago there was a lot of questions about the model layer economics when LLMs are without a doubt viewed more and more as a commodity+ reaching a level where being on the frontier of intelligence is no longer the swaying factor. Economics 101, in a market with many substitutes like restaurants, price undercutting becomes a crucial factor and just like EV's is where China wins. Now these talks have been pushed to the background as the Lag 7 has revived on the back of Zucks considerations of an AI cloud business+producing an AI chip (positive read through to SUMCO/ I sold to early 😞). Back to the initial topic, Goldman provides a few insights into the landscape: → China's top coding models (GLM5.2, Qwen3.7 Max) sit at ~$1 per 1M blended tokens while US SOTA runs $4-8 for the same rung of output → And they are selling it below cost. GS pegs the value for money agentic model at a -30% EBIT margin today and the coding model at -39%, cash rich balance sheets eating the loss until it flips to +14% and +22% by 2030 on their numbers → The reason they can serve that cheap is architecture, sub-8% of params activated per token across the board, DeepSeek V4 Pro firing 49B of 1.6T and GLM5.2 40B of 744B, fewer FLOPs and a structural floor under the price → The adoption already shows up on OpenRouter where China models are 5-16% of spend by task but 85% of agent tokens and 89% of code tokens, winning wherever duration and volume make cost per task the number that matters → And the blended token price rolled over with it, SDLLMTK peaked around 2.07 in early June and sits at 1.67 now This seems somewhat similar to the EV playbook to me, we the consumers should win/benefit from a price war but the return to equity shareholders is more ify.

"Code is the language that we use to understand physics." 💻 ⚛️ With billions of particle collisions happening at the Large Hadron Collider, @CERN research fellow Batoul Diab explains why software developers are more crucial to modern science than ever before.

mattpocock/skills v1.1 is out! - /wayfinder helps you plan more ambitious work than ever - /to-spec and /to-tickets replace /to-prd and /to-issues - /implement + /code-review complete the whole lifecycle - /research and /prototype help support wayfinder, or can be used independently - Crucial fixes to /grill-me Run npx skills@latest add mattpocock/skills to update!

This is becoming an increasingly important story: "A Chinese thin tank estimates the number of people in flexible employment - without a permanent full-time contract - rising to 320 million this year from 280 million in 2025, about 44% of China's workforce. China's gig economy has become a crucial employment buffer as the property crisis wipes out construction jobs and manufacturers shed workers through automation and cost-cutting ​amid tariffs, overcapacity and price wars."