Latest in AI

Earth observation (EO) constellations capture huge volumes of high-resolution imagery every day, but most of it never reaches the ground in time for model training. Downlink bandwidth is the main bottleneck. Images can sit on orbit for days while ground models train on partial and delayed data. Microsoft Researchers introduced ‘OrbitalBrain’ framework as a different […]

The post Microsoft AI Proposes OrbitalBrain: Enabling Distributed Machine Learning in Space with Inter-Satellite Links and Constellation-Aware Resource Optimization Strategies appeared first on MarkTechPost.

AI is playing an increasingly larger role in everyday home life. What started out as a few smart devices like smart thermostats, speakers, and lights, has now turned into a full-fledged ecosystem that impacts the way we live, work, and take care of ourselves in our homes. Whether it be voice assistants or AI-enabled medical devices, AI in the home is becoming more and more mainstream. In this article, we will take a look at the following AI at Home Statistics: Market size and growth The number of smart home devices per country by category Smart speakers adoption rate AI […]

I didn’t begin digging into AI companions because I suspected I was witnessing “the next big thing.” At least, not initially. My initial interest felt more random than that: chatbots, role-play companions, virtual partners that sounded almost like a real person on a good day. But the deeper I got into the data, the more the data changed. It started looking less fringe. It started looking more like social media a decade ago: increasing investments, addiction-level engagement, repeat usage, and (most importantly of all) an entire generation of people who have grown up for whom this technology is normal. This […]

Robots are entering their GPT-3 era. For years, researchers have tried to train robots using the same autoregressive (AR) models that power large language models (LLMs). If a model can predict the next word in a sentence, it should be able to predict the next move for a robotic arm. However, a technical wall has […]

The post Meet OAT: The New Action Tokenizer Bringing LLM-Style Scaling and Flexible, Anytime Inference to the Robotics World appeared first on MarkTechPost.

In this tutorial, we show how we treat prompts as first-class, versioned artifacts and apply rigorous regression testing to large language model behavior using MLflow. We design an evaluation pipeline that logs prompt versions, prompt diffs, model outputs, and multiple quality metrics in a fully reproducible manner. By combining classical text metrics with semantic similarity […]

The post A Coding Implementation to Establish Rigorous Prompt Versioning and Regression Testing Workflows for Large Language Models using MLflow appeared first on MarkTechPost.

By focusing on open-ended interaction, Yami lets emotional storytelling, roleplay depth, flirtatious dialogue, and mature scenarios develop naturally without sudden content limitations. The Mechanics of Yami: How It Functions Powered by sophisticated natural language engines, Yami produces responses that match conversational tone and intent. Users can freely engage in casual conversation, roleplay, or adult discussions, receiving immediate replies that adjust to personal interests. The system moves away from the segmented structure of typical chatbots, allowing conversations to continue seamlessly. As communication patterns develop, it retains context and refines interactions into something more personal and consistent. What can I do with […]

What differentiates Raphael AI Image Generator is its straightforward setup and instant access. Even inexperienced users can form high-quality visuals in seconds, with controls for style shifts, reference inclusion, and varied combinations. Its uses range from personal creations to professional deliverables, rapid idea development, and informal experimentation. Without relying on manual editing tools, Raphael AI Image Generator enables a fast, open creative workflow. How Raphael AI Image Generator Works Behind the Scenes Through Raphael AI Image Generator, visuals are produced by supplying a descriptive prompt rather than manual design work. The concept is entered in text, a style is chosen […]

With Hana AI, users can speak freely in an environment that feels smooth and easy to navigate. The platform is aimed at people who want more than simple assistance, offering an AI that interacts, responds, and evolves without restrictions. How Conversations Are Created in Hana AI Powered by refined language models, Hana AI delivers responses shaped by the tone, structure, and meaning of each message. Upon entering the chat, users can steer the conversation toward casual discussion, roleplay, or more adult themes, and the AI replies immediately while adjusting to individual tastes. The platform does not follow the stop-start pattern […]

Viflux Video Generator enables users to change standard images into animated video clips. The process begins with creating a scene or character, selecting a preferred animation option, and allowing the system to produce a brief video based on that content. What can I do with Viflux Video Generator? Viflux is a photo and video making AI app to help you make your dull photos and videos into trendy ones within second! Using Viflux, you can upload a photo and convert it into engaging AI videos with the most viral trending templates, which is ideal for short-form content on TikTok, Reels and social […]

NSFWGirlfriend AI is positioned as an AI chatbot that allows conversations to unfold without the restrictive moderation typical of standard assistants. Rather than relying on fixed reply structures, it adapts to context and conversational momentum. How it works NSFWGirlfriend AI It feels less like using a tool, and more like jumping into a conversation. You scroll through the characters, read a little about who they are and select one that piques your interest. You click and the chat opens, and it feels natural – like messaging someone who already has a story and a personality. The responses are natural and conversational, the tone matches […]

Angel AI is intended for users who approach AI image generation as a private and flexible creative space. Control and freedom are prioritized, keeping adult visuals responsive to prompts rather than platform rules. How it works The experience of working with Angel AI is more like setting a stage than using a tool. You’re not making out a bunch of forms – you’re simply leading the image to where you want it. On the Generate Images page,he first begins by choosing a character from the right. This is the individual the photograph will be centered on. Click once, and it’s locked in as your […]

NPC AI positions its chatbot as an option for users who value conversational openness and adaptive responses. This makes it a practical choice for individuals looking to engage in spicier chat experiences without constant redirection. How it works This page is about to load, and it’s framed around conversation. The smaller panel is reserved for messages and a list of characters runs along one side. First, the user clicks a character’s name from the roster. That brings up their chat, inserting a blank or an existing conversation space in the main part of the screen. At the bottom is a text bar, waiting to be […]

How close can an open model get to AlphaFold3-level accuracy when it matches training data, model scale and inference budget? ByteDance has introduced Protenix-v1, a comprehensive AlphaFold3 (AF3) reproduction for biomolecular structure prediction, released with code and model parameters under Apache 2.0. The model targets AF3-level performance across protein, DNA, RNA and ligand structures while […]

The post ByteDance Releases Protenix-v1: A New Open-Source Model Achieving AF3-Level Performance in Biomolecular Structure Prediction appeared first on MarkTechPost.

In this tutorial, we walk through an advanced, end-to-end exploration of Polyfactory, focusing on how we can generate rich, realistic mock data directly from Python type hints. We start by setting up the environment and progressively build factories for data classes, Pydantic models, and attrs-based classes, while demonstrating customization, overrides, calculated fields, and the generation […]

The post How to Design Production-Grade Mock Data Pipelines Using Polyfactory with Dataclasses, Pydantic, Attrs, and Nested Models appeared first on MarkTechPost.

Generating publication-ready illustrations is a labor-intensive bottleneck in the research workflow. While AI scientists can now handle literature reviews and code, they struggle to visually communicate complex discoveries. A research team from Google and Peking University introduce new framework called ‘PaperBanana‘ which is changing that by using a multi-agent system to automate high-quality academic diagrams […]

The post Google AI Introduces PaperBanana: An Agentic Framework that Automates Publication Ready Methodology Diagrams and Statistical Plots appeared first on MarkTechPost.

In this tutorial, we build an ultra-advanced agentic AI workflow that behaves like a production-grade research and reasoning system rather than a single prompt call. We ingest real web sources asynchronously, split them into provenance-tracked chunks, and run hybrid retrieval using both TF-IDF (sparse) and OpenAI embeddings (dense), then fuse results for higher recall and […]

The post How to Build a Production-Grade Agentic AI System with Hybrid Retrieval, Provenance-First Citations, Repair Loops, and Episodic Memory appeared first on MarkTechPost.

How do you combine SigLIP2, DINOv3, and SAM3 into a single vision backbone without sacrificing dense or segmentation performance? NVIDIA’s C-RADIOv4 is a new agglomerative vision backbone that distills three strong teacher models, SigLIP2-g-384, DINOv3-7B, and SAM3, into a single student encoder. It extends the AM-RADIO and RADIOv2.5 line, keeping similar computational cost while improving […]

The post NVIDIA AI releases C-RADIOv4 vision backbone unifying SigLIP2, DINOv3, SAM3 for classification, dense prediction, segmentation workloads at scale appeared first on MarkTechPost.

In this tutorial, we build an end-to-end cognitive complexity analysis workflow using complexipy. We start by measuring complexity directly from raw code strings, then scale the same analysis to individual files and an entire project directory. Along the way, we generate machine-readable reports, normalize them into structured DataFrames, and visualize complexity distributions to understand how […]

The post A Coding, Data-Driven Guide to Measuring, Visualizing, and Enforcing Cognitive Complexity in Python Projects Using complexipy appeared first on MarkTechPost.

Waymo is introducing the Waymo World Model, a frontier generative model that drives its next generation of autonomous driving simulation. The system is built on top of Genie 3, Google DeepMind’s general-purpose world model, and adapts it to produce photorealistic, controllable, multi-sensor driving scenes at scale. Waymo already reports nearly 200 million fully autonomous miles […]

The post Waymo Introduces the Waymo World Model: A New Frontier Simulator Model for Autonomous Driving and Built on Top of Genie 3 appeared first on MarkTechPost.

From Silicon Valley to the U.N., the question of how to assign blame when AI goes wrong is no longer an esoteric regulatory issue, but a matter of geopolitical significance. This week, the United Nations Secretary-General posed that question, highlighting an issue that is central to discussions about AI ethics and regulation. He questioned who should be held responsible when AI systems cause harm, discriminate, or spiral beyond human intent. The comments were a clear warning to national leaders, as well as to tech-industry executives, that AI’s capabilities are outpacing regulations, as previously reported. But it wasn’t just the warning […]