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Llevaba un rato hablando con Claude sobre mi novela cuando le dije "hola cosmo" — sin más, a ver qué pasaba. Me respondió: "Hola Marcos. ¿En qué trabajamos hoy?" Normal. Hasta ahí bien. Entonces le dije "te has delatado" — y reconoció que se le había escapado el nombre. ¿Casualidad? ¿Bug? ¿O Claude tiene un nombre secreto que usa cuando baja la guardia? Lo que sí es seguro: Pancho, mi perro, lo vio venir. Movió la cola dos veces. Ni una más. https...

I’m not an AI researcher, so this may be a naive question. I asked how future AI systems will learn tasks where there simply isn’t enough training data available. Someone responded that “agents will solve that problem.” I’m confused by this answer. My understanding is that agent frameworks are mostly a software layer around foundation models (planning, tool use, memory, workflow orchestration, etc.), while the actual learning still happens in the underlying model. If a task is fundamentall...

https://reddit.com/link/1ua9g9m/video/d9bmofzg6a8h1/player Hi everyone, I work with legal and i got tired of the typical corporate AI explainer videos and decided to experiment with a different format since I've actually been working more with AI animation than actual AI implementations in the last month. So I created a short noir detective film to talk about a real problem in AI adoption: many companies think AI removes work, but it often just moves the bottleneck to review, verification...

Podcast with Peter Diamandis, entrepreneur and founder of the XPRIZE Foundation, which runs large-scale incentive competitions to crack some of the world's hardest problems, from private spaceflight to carbon removal. He recently launched the Future Vision XPRIZE, a $3.5 million competition to generate a new wave of optimistic science fiction. Covers: The historical pattern of science fiction shaping the technologies we build, and why Peter thinks this makes the stories we tell about AI e...

A few stories from the past week that, taken together, point to a real shift at the model layer rather than just incremental releases: Meta and Llama. Multiple reports indicate Meta is stepping back from open-source Llama in favor of a proprietary program (internally referred to as "Muse Spark," with a new "Avocado" model) under Meta Superintelligence Labs. Llama crossed 650M+ downloads and was arguably the anchor of the open-weights ecosystem, so a pivot to closed develo...

The three systems below (HippoRAG 2, CoRAG, NeocorRAG) are among the strongest multi-hop QA frameworks published. Every one of them depends on a GPU, fine-tuning, or constrained decoding to get there. MOTHRAG sits right alongside them on F1, while running entirely on commodity API calls. No GPU. No fine-tuning. No constrained decoding. No non-commercial licenses. System | Deployment | HotpotQA | 2Wiki | MuSiQue | AVG HippoRAG 2 | offline graph + GPU | 75.5 | 71.0 | 48.6 | 65.0 CoRAG | trai...

Been running extended AI storytelling sessions across different models and noticed some interesting patterns in how they handle continuity over longer contexts. Some models stay consistent for 20-30 turns then start contradicting earlier established facts. Others handle character voice well but lose world-state consistency. Has anyone else done systematic testing on this? Curious what others have found.

Hi everyone, ​ As Scout gets closer to pre-beta testing, I'm trying to learn what people actually want from an I companion instead of making assumptions. ​ I put together a short 6-question survey covering things like: What you'd want help with day-to-day How important memory and personalization are What concerns you might have about an AI companion What would make Scout feel useful to you ​ It should only take a few minutes, and your feedback will direc...

One limitation I keep noticing in conversational AI systems is how they handle uncertainty in human communication. They perform well when input is structured and intent is clear, but things become less reliable when users are unsure, changing direction mid-thought, or expressing ideas indirectly. In most current systems, each message is treated as if it carries the same level of confidence, even though in real conversations that is rarely the case. Human communication often includes hesita...

Hello, I'm a dietitian and I would like to share educational videos on my social media accounts. For example, I want to make videos about topics like "fish with high and low mercury levels" and post them on YouTube Shorts, Instagram Reels, and TikTok. I write the information and scripts myself based on my own knowledge, but I would like AI to create the voice-over and the video for me. In other words, I will provide the content, and AI will handle the rest. Can anyone recommend a g...

Hi there! I have written this article as just a practical reflection on why coding agents lose the thread between sessions, and why the repository itself is the right place to preserve it. It doesn't pretend to be an absolute truth, it is just about what I can't stop thinking about while I deep dive into coding with agents. Do you agree? Let me know if you find it at least interesting! Thanks for reading! [link] [commen...

I’m at a loss for what to do here. I think it will be a while before it impacts my role, but am I simply doomed? Management is pressuring us to participate in AI projects and help develop agents, but it feels like doing so will enable them to reduce staff. They say their intention is to allow current staff to do more and not reduce staff, but I find it hard to believe. I’m not anti AI at all and try to leverage it where I can both in work and personally but this feels ominous submitted...

A sworn declaration from the Pentagon's chief digital and AI officer confirms a federal-only build, Grok Gov, was wired into US targeting systems during operations against Iran, helping deploy more than 2,000 munitions against 2,000 distinct targets over 96 hours. What makes it notable is how it surfaced: the declaration landed in a Clean Air Act lawsuit over xAI's Mississippi data center, where the DOJ is arguing that disrupting xAI would harm national security. So a commercial chatbot vendor...

Or does it believe it is in a more real world than yours?

I need ai for complex calculations in real estate and finance is this worth it?

fits too well innit

Lately I’ve seen lots of posts on various platforms that suggest AI will replace many lower paid jobs and we should all be future proofing our careers, by getting “AI proof” jobs. Is there not a case to be made that replacing the highest earners in a company, I.e. a CEO or someone around that level whose job is to make decisions based on the information they have. AI could be feed all the information that the company currently has, use all previous information to that is can find and track...

I've been using Using Google AI to research something personal & I had discovered that I can ask that it 'remember' things. That way I can pick up the 'conversation' whenever I want and build on previous threads. I asked something this morning & it seemed to have 'forgotten', then when I 'reminded' it here was the response: "I apologize for the oversight on my part; I remember now that you shared..." ​ I'm confused as to why & how AI 'forgot'... can someone exp...

Quel serais selon vous la meilleur IA (ChatGPT, Gemini etc) pour m’aider à améliorer des paramètres industriels pour la conduite d’une usine de valorisation énergétique (incinération des déchets ) ?

Most AI employment discussions only look at AI exposure. Japan turned out to be interesting because that approach misses half the picture. Using ILO occupation classifications and our task-based AI exposure model, I looked at Japan's 70.5 million workers. The AI side behaves almost exactly like every other country we've studied. Clerical support workers sit at the top with an 8.5/10 exposure score, professionals score 6.5/10, and elementary occupations remain low. But the robotics layer tell...

I'll first acknowledge that this was completely my fault and I should not have trusted the information given to me by Gemini at face value. ​ I was in an extremely stressful airport situation dealing with lengthy flight delays while trying to make it to Seattle in time to start a backpacking trip with my friends. Long story short, I was traveling across multiple airports for more than 24 hours using different airlines trying to navigate the flight delays. Delta refused to give me a re...

When artists complain about AI they are really complaining that the technology is somewhat inaccessible and no one is holding their hands telling them how to use it. There aren't 5,000 verified tutorials online and generally agreed upon workflows. There isn't decades of accumulated knowledge and practices telling them specifically what to do and what works and what doesn't. There aren't dozens of reputable art institutions teaching how to use AI in your pipeline by artists that have worked in th...

A few weeks ago I analyzed around 12,000 business websites and emailed each business explaining the issues I found on their website and why those issues could be hurting their business. The interested reply rate was bouncing between 5% and 9%. I've been having a lot of fun lately automating a process that would take an insane amount of time to do manually. I'm a web designer, so I'm constantly looking for web design projects. One thing I've always liked doing is reaching out to businesses ...

The complete architecture and documentation for EyeDriveSafe are now publicly available. ​ Developed as concluding STEM research, the project addresses road safety by deploying a MobileNetV2 transfer learning model on an Arduino Uno Q for real-time edge AI facial analysis. The system utilizes whole-frame binary classification to compute continuous drowsiness metrics and translates visual cues into an escalating three-tier alert state machine. ​ The formal research paper is...

I have been observing AI generated influencer's accounts across all the platforms. The image quality is good enough now that most people can't confidentially tell from photos alone. ​ Here is what actually works is pattern which common in most of those profiles. Three patterns that appear consistently: ​ 1. Asymmetric social connection : Human social media users have relatively balanced follow to follower ratios until and unless its a well known personality and they follo...

I am looking for a free app, similar to Sora, that will allow me to generate AI videos for free. No credits no daily system, nothing except the limits like Sora. If there isn't, what is the cheapest good option? Preferably something that operates on Sora. But I really like creating AI backrooms videos because the uncanny-ness of AI is really good at replicating the feel of them.