I’m a sophomore, and lately I’ve been around a lot of interns.

Some of them look fine on the surface, but the moment they start working it’s a pile of shit. You have to tightly constrain their every step, or hand them a process doc from before, or pair them with someone who kinda knows what they’re doing.

I realized this is exactly what skills are. There’s a pile of so-called SOTA models that are completely useless in vertical domains, so people bolt on 10,000 skills to them to make them do things a human could do.

I’ve always felt that reaching AGI and connecting models to everything in the world — but here’s the thing: humans are crooked animals.

I’ve always felt that reaching AGI means connecting models to everything in the world. But that definitely doesn’t mean simulating human behavioral patterns and adding constraints. If we treat models as living organisms, we’d find they have almost no constraints or limits. Adding those constraints is a kind of dimensionality reduction.

Niunai is an active coser and dancer on Bilibili She shows up at various Only exhibitions, does signings and fan interactions I won’t write about her history, nor am I curious

After being exposed for having a boyfriend, her fans exploded Burning merchandise, doxxing, harassment texts, the full package The announcements are all deleted now, details unverifiable But the outline is clear enough A creator who works for herself, treated as a betrayer by her consumers for falling in love

Dynamic Context Management Infrastructure for LLMs

My original idea was extremely simple: optimize at the model layer by storing sparse feature vectors directly as the compressed representation, without restoring them into text. During downstream consumption, these feature vectors would be injected back into the corresponding layers of the same model, skipping token decoding and re-encoding. Alright, that was the model-layer approach. Obviously, what I’m writing here isn’t that, because I can’t pull that off in less than a month. But I came up with a practical alternative that works now and is worth exploring. Below is an AI-generated summary of my chat records with alam.

Feb 8 is my birthday i’ve been tortured by fucking phones since the 6th i feel like shit i hate iphone it has the most retarded back logic in the world and uncustomizable desktop arrogantly thinking what they give users is the best despite that i still felt the power of iphone ecosystem in 13mini and se3 experience the former was kicked because retarded oled screen doesn’t make my eyes sick the latter because i’m a 188cm human se3 is brain dead for me so i planned to kick se3 too now i realize the root cause of everything is because i bought apple watch i don’t want to be anxious about this anymore i want to thoroughly permanently remove these problems perfect answer doesn’t exist i don’t need to find it i need to use my time on things that actually need it the attention i spent on this has become very uncontrollable compared to the attention liberation i’d get after finding the perfect solution i hope to quickly resolve these and get back to life

Nothing in the world is more tedious than attending meetings. On a perfectly fine day, a crowd of people is forced to drop their urgent, important, and interesting tasks to gather under one roof. All this, just to listen to three or five people flex their rhetorical muscles, arguing over matters that are discussed without decision, decided without execution, or executed without success. It is truly the ultimate method of collective time-wasting.