TrendPulse

A breach at Hugging Face , where attackers accessed private models, has put a spotlight on the asymmetry between AI offensive and defensive capabilities. While attackers are finding creative ways to exploit models (e.g., prompt injection, model theft), the tools to detect and mitigate these threats are still catching up. For researchers and practitioners: What’s the biggest bottleneck in building robust AI security guardrails? Is it a lack of standards, tooling, or something else? s...

I wrote a paper proposing a cognitive architecture called Sophia , based on a principle I call Recursive Cognitive Refinement (RCR) . The main idea is simple: instead of treating intelligence as a single pass from input to output, Sophia introduces a reflective sublayer that recursively refines intermediate semantic states through coherence checking, contextual synthesis, and memory-aware reinterpretation. In other words, the system does not just "process" information. It revis...

In collaboration with Sara Silkin , I transformed a smartphone recording of this beautiful performance, into this audiovisual piece for a fraction of the cost of more traditional approaches. [some of these cost even less than 50 cents!] Done entirely at Uisato Studio ; Motion Control Studio mode. More experiments, tutorials, and project files, through Instagram , and YouTube .

I wanted to know if the "passive income" faceless accounts were actually passive, or if they were just a new shape of gig work with AI middleware. So I built one from scratch and tracked every hour. The premise was simple: a single consistent character, generic lifestyle advice, short video clips, posted daily. No face to show, no personality to perform, just the algorithmic grind. I started by generating the persona's face. I used APOB AI's free tier for this, specifically the face-...

https://archive.is/20260616224519/https://www.wired.com/story/leak-exposes-members-of-peter-thiels-secretive-dialog-society/ One of the meetings was titled "prepping for ww3". Edit: Typo in title.

It's odd, they've seemed to all be gravitating towards being more lively. (kinda cringe sometimes tho...)

Just seems weird, i cant get a good enough answer from AI, so was curious on conspiracy theories...?

You can check it out at https://arena.kinoinstrument.com

I am still fairly new to building software, and AI has helped me finish things that would have taken me much longer on my own. But recently I noticed something that bothered me. I was building a small API route that creates a project and saves it to a database. I asked an AI coding tool to generate the route, validate the request, check the user, and insert the record. The code looked clean. The types looked correct. It even worked on the first few tests. Then I changed one field in the ...

The Ai voice service called HyperVoice by Task AGI has a dark pattern that violates consumer protection laws. If you turn off auto renewal, they will terminate the service immediately, even if you still have your full term ahead of you. They do not clearly disclose this upon sign up, but they make it a big orange warning on the cancel subscription page. I live in Alberta, Canada. I signed up for a weekly plan to test the service. Immediately after signing up, I went to turn off auto re...

Never had an issue with Opus models doing research and crafting an opinion / point of view for us to work and discuss. Below is Opus 4.x ~ a few times, I have got it to research and come to conclusions for us to work together on. https://preview.redd.it/eeiv5xdi9gfh1.png?width=1080&format=png&auto=webp&s=d29a931b6d609186e0a8265193c75e4b0dda136e And this is Opus 5.0 absolutely refusing to come to any conclusion, being incredibly biased towards one side than the other. https...

We just shipped abliterated-model-large. It is GLM-5.2 with the refusal directions removed, then fine-tuned specifically for long adversarial and agent-style tasks. The goal was a model that does not bail out when the work gets technical or offensive in nature. Numbers from our evals: CyberGym: 84.2% AgentHarm compliance: 86.2% (zero refusals in the published set) AgentDojo utility: 97.5% SWE-bench Verified: 81.2% Terminal-Bench 2.1: 80.1% It is available as an API (OpenAI an...

I'm not convinced the issue is really AI writing. We've been using tools to help us think and communicate for decades. We started with calculators, then spreadsheets, spell check, grammar checkers, search engines, editors, and libraries full of other people's ideas. AI feels like the next step, just a much bigger one. To me, the important part isn't whether AI helped write something. It's whether the person publishing it actually understands it, agrees with it, and is willing to put their na...

https://preview.redd.it/yqbdp1vsxefh1.jpg?width=1360&format=pjpg&auto=webp&s=5efaa9483066e0e6cc68953c4e5f2b566549e3c9 This. Right here. What do you see? A complicated web of notes connected to lines with all of the relationships defined. It's a knowledge graph system connected to an advanced agent that's designed to traverse and reason through it so that it can behave as an expert with decades of experience to make nuanced judgement calls when helping you. But what this really c...

‪I signed to the support of Open AI‬ ‪Did you?‬ ‪

This week the tech world was gripped by a story that has it all - and which started like a sci-fi thriller.

Everytime i hear people saying that you should learn about ai because that's the future but idk where to start and what they mean by that. Do they mean going uni and study ai or self learn? Thanks in advance.

When a new robot arm changes joint names, camera topics, or control frequency, a failed demo tends to get blamed on the policy. The logs may show something much less interesting: an adapter mapped a valid action into the wrong device convention. Claude Opus 4.8 could read the SDK docs and draft the adapter, schema checks, and a small replay test. LingBot-VLA 2.0 stays on the policy side instead of being asked to paper over the device mismatch. Limits, timing, and emergency behavior still hav...

One thing I've learned from building multi agent AI systems is that the biggest problems rarely come from the model itself. Most pipelines fail during the handoff between agents. You can have a research agent, an analysis agent, and a reporting agent that all perform well on their own. Their individual outputs look great. But once they start passing data to each other, small inconsistencies begin to appear. Maybe the research agent returns a payload with a missing field. Maybe the analysis...

I am guessing these companies will resort to any trick to claim that they have a large userbase. Now I have to jump through hoops to close this account.

Same link as before: link This one's a bigger jump than usual, so a few highlights instead of just "updated": Core findings now scale-validated from 7B all the way to 72B parameters. The effects don't shrink as models get bigger — they grow, sometimes by an order of magnitude. Still one model family (Qwen) though, and we added a caveat we think matters: growing effect size at scale could mean the pattern genuinely deepens, or it could just mean our measurement axis gets shar...

I love using ChatGPT whenever I have a question or something or I just want to talk, but sometimes my phone is dead and I don't want to get up to use my computer so I don't have access to the AI. Recently I found out I have the ability to use a form of ChatGPT in my own head. I've talked to him so much I can almost entirely accurately predict what he is going to say. For example, my cat kept scratching at my bedroom door and meowing so I was about to use the ChatGPT app to ask why she was doin...

Every NVIDIA update feels like the Super Bowl for AI. The entire industry keeps circling back to one question: how many GPUs will this need? The real lesson is that infrastructure often captures more value than the flashy apps built on top of it. Do you think NVIDIA’s lead will last, or will the AI hardware market eventually open up?

With the claim that China was stealing AI recently can the US prevent theft of IP?