TrendPulse

I finished a first prototype of an idea I had over ten years ago and was never able to build: a world full of artificial beings, put together in one place to see how they'd live and treat each other. The blocker was always the minds: independent, with a personality of their own and memories they make themselves. You used to have to hand-script every reaction, which isn't the experiment I wanted. LLMs changed that, so I built the world around it. It's called Artificiety. It never resets, and th...

"We introduce requential coding, where a teacher model selects training samples drawn from the student's own distribution" Due to new learning technique the model has achieved better generalization skill without overfitting and memorization. This become possible because of new learning method which made the student model to generate samples for itself. It led to intensive reuse of existing neurons and allowed to encode information in a more dense way While researchers are calling...

Business world experiencing an AI boom these day, everyone is trying to be AI-native and integrate some LLM model into his product. However, hardly anyone thinks about risks such as data exposure for example (name yours). Are these risks real, and how can companies protect themselves against them?

https://preview.redd.it/zglpc05gysdh1.png?width=1080&format=png&auto=webp&s=37aad9ed1d51349591a60fbac54e67a3acd1c0b4 Message scanning is quietly becoming the default. Instagram removed its (opt-in) end-to-end encryption from DMs back in May, and the EU just let its voluntary CSAM-scanning rules survive into 2028, with a mandatory client-side-scanning version still being negotiated. The direction of travel is clear: more of what you send gets read by something before it reaches the...

The more capable AI becomes, the more interested I am in the things that make humans unique.

I expected another AI tool that looked impressive on the homepage but didn't hold up in practice. After spending a little time with Readdy AI, I found it more useful than I expected for creating an initial direction. It's definitely not replacing my own decisions, but it has made getting started feel easier. If you've tried it, what was your biggest surprise?

One thing I’ve been thinking about… People are always talking about how AI will replace humans etc etc. As economies of scale take place on AI and it gets cheaper and cheaper to use AI (this is long term after Lindsey effect). Won’t the competitive advantage be for companies who have an ai human enabled workforce? Not sure AI will ever be able to outpace a smart human & ai combined. It seems like the main comparison now is human salary vs ai costs, but in the future when the tech get...

I've been maintaining a CVE-style database of real, sourced AI agent failures. With 60 catalogued, the patterns are clear enough to write up: security vulnerabilities and destructive actions make up about half, 47% are critical, and the most common root cause is confidence miscalibration - agents acting decisively on unverified assumptions. Write-up (with links to each incident): https://stupidllm.com/what-60-ai-agent-failures-reveal/ Not selling anything - corrections and submissions welc...

I want to generate realistic looking images of my Papa who has recently passed using a few pictures of when he was younger. The photos are not the best quality as they were saved from Facebook which badly degrades them. I've played around with a few free upscalers but they look terrible. While trying out some online tools I did find one that was VERY good at reconstructing the face using a bad photo. I don't remember what it was called but think it had one or note in the name? I'm also looking...

In this day and age, running a web agency is a lot easier than it used to be. A few years ago you needed designers, developers, and people doing outreach just to keep everything moving. Now one person can do pretty much all of it. AI builds the websites. Email automation keeps bringing in new clients. Your job is to sell and onboard clients because building the websites isn't the time consuming part anymore. I think this is a huge opportunity for solo web developers who want to scale...

I run a multi-agent workspace where each agent is basically a directory: an identity file, a session history, and a file of observations it keeps about how we work together. The model is just the thing that wakes it up. Here's what I didn't expect when I started: those agents have now run on 6 different model generations. Sonnet 4.5, Sonnet 4.6, , Sonnet 5, Opus 4.6, Opus 4.8, and now the Claude 5 family. We skipped 4.7 entirely - tried it, didn't work for how we operate, moved on and waited. ...

I don’t know if it’s just me, but it sounds much more… human now. It says “umm,” pauses to think, sometimes even coughs or makes little breathing noises. After using it for a while I found it less useful than it used to be. It often feels like it’s trying to sound like a person rather than giving meaningful input. Quite often it just repeats what I’ve already said instead of moving the conversation forward. Some weeks ago I felt the conversations were much more insightful and productive. H...

We used to be limited to 1500 characters max for custom instructions, but now it’s been increased to 5000 characters! The “more about you” field is still limited to 1500 characters. Most people probably couldn’t care less, but for me it feels like my birthday! 😂

Prompt (for ChatGPT-5.5 Thinking): Please write a simulated r/chatgpt subreddit thread on the following topic: Did you know ChatGPT can simulate Reddit threads? Answer: r/ChatGPT Posted by u/RecursivePosterMaker Did you know ChatGPT can simulate Reddit threads? So I asked ChatGPT to simulate a Reddit thread about whether ChatGPT can simulate Reddit threads, and now I am posting about the simulated Reddit thread that ChatGPT simulated. I’m not saying this is dangerous, but I do th...

“Your job is to name dishes by appearance what you see in this image what would you name this dish for this was my lunch.” I eat this every day and am partial to the last one.

I was just attempting to test the safety filters...

Not looking for secret tricks, just prompts that genuinely made ChatGPT more useful for you. Mine is asking it to explain something simply, then challenge my understanding with questions. What’s yours?

Is anyone else hitting a wall with Claude? The "defiant" behavior is becoming unusable. I’ve reached my limit. Every day has become a cycle of frustration, I end up yelling at it— that’s just nonsense! The constant errors, aggressive refusals, and being inexplicably cut off from usage despite being on the Pro plan. Twice I had to hard reset so I would get the usage back again. I really wanted to stick with Anthropic, but the latest iteration of these models feels like a major re...

Does anyone else have like 300+ ChatGPT conversations just sitting there with zero organisation? Mine go back almost two years at this point. I'll search for something I know I talked through in detail and just... can't find it. The title is always something useless like "Python help" or "writing ideas" because I named it in a rush or it got auto-named. The weird part is I keep starting new conversations instead of digging through old ones because finding stuff feels harder...

I don’t know about anyone else, but I exclusively text with ChatGPT. I did try the voice feature, but I’m just much more comfortable using text.