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New data highlights the race to build more empathetic language models

Measuring AI progress has usually meant testing scientific knowledge or logical reasoning – but while the major benchmarks still focus on left-brain logic skills, there’s been a quiet push within AI companies to make models more emotionally intelligent. As foundation models compete on soft measures like user preference and “feeling the AGI,” having a good command of human emotions may be more important than hard analytic skills. One sign of that focus came on Friday, when prominent open-source

Analyzing a Critique of the AI 2027 Timeline Forecasts

There was what everyone agrees was a high quality critique of the timelines component of AI 2027, by the LessWrong user and Substack writer Titotal. It is great to have thoughtful critiques like this. The way you get actual thoughtful critiques like this, of course, is to post the wrong answer (at length) on the internet, and then respond by listening to the feedback and by making your model less wrong. This is a high-effort, highly detailed, real engagement on this section, including giving t

4Real-Video-V2: Feedforward Reconstruction for 4D Scene Generation

1Snap Inc. 2KAUST 4Real-Video-V2 is capable of computing a 4D spatio-temporal grid of video frames and 3D Gaussian particles for each time step using a feed-forward architecture. Its architecture has two main components, a 4D video diffusion model and a feedforward reconstruction model. Your browser does not support the video tag. This represents a major upgrade over 4Real-Video, introducing a new 4D video diffusion model architecture that adds no additional parameters to the base video model

Gemini Robotics On-Device brings AI to local robotic devices

We’re introducing an efficient, on-device robotics model with general-purpose dexterity and fast task adaptation. In March, we introduced Gemini Robotics, our most advanced VLA (vision language action) model, bringing Gemini 2.0’s multimodal reasoning and real-world understanding into the physical world. Today, we’re introducing Gemini Robotics On-Device, our most powerful VLA model optimized to run locally on robotic devices. Gemini Robotics On-Device shows strong general-purpose dexterity an

The Bitter Lesson is coming for Tokenization

The Bitter Lesson is coming for Tokenization 24 Jun, 2025 a world of LLMs without tokenization is desirable and increasingly possible Published on 24/06/2025 • ⏱️ 29 min read In this post, we highlight the desire to replace tokenization with a general method that better leverages compute and data. We'll see tokenization's role, its fragility and we'll build a case for removing it. After understanding the design space, we'll explore the potential impacts of a recent promising candidate (Byte

Google’s new robotics AI can run without the cloud and still tie your shoes

We sometimes call chatbots like Gemini and ChatGPT "robots," but generative AI is also playing a growing role in real, physical robots. After announcing Gemini Robotics earlier this year, Google DeepMind has now revealed a new on-device VLA (vision language action) model to control robots. Unlike the previous release, there's no cloud component, allowing robots to operate with full autonomy. Carolina Parada, head of robotics at Google DeepMind, says this approach to AI robotics could make robot

Google DeepMind’s optimized AI model runs directly on robots

is a news writer who covers the streaming wars, consumer tech, crypto, social media, and much more. Previously, she was a writer and editor at MUO. Google DeepMind is rolling out an on-device version of its Gemini Robotics AI model that allows it to operate without an internet connection. The vision-language-action model (VLA) comes with dexterous capabilities similar to the one released in March, but Google says “it’s small and efficient enough to run directly on a robot.” The flagship Gemini

Google rolls out new Gemini model that can run on robots locally

Google DeepMind on Tuesday released a new language model called Gemini Robotics On-Device that can run tasks locally on robots without requiring an internet connection. Building on the company’s previous Gemini Robotics model that was released in March, Gemini Robotics On-Device can control a robot’s movements. Developers can control and fine-tune the model to suit various needs using natural language prompts. In benchmarks, Google claims the model performs at a level close to the cloud-based

How Walmart built an AI platform that makes it beholden to no one (and that 1.5M associates actually want to use)

Join the event trusted by enterprise leaders for nearly two decades. VB Transform brings together the people building real enterprise AI strategy. Learn more Walmart isn’t buying enterprise AI solutions, they’re creating them in their AI foundry. The retailer’s Element platform has evolved into an internal foundry, capable of creating AI applications at a pace that renders traditional software development obsolete. With 1.5 million associates now using AI tools built on Element, Walmart has sol

Of Course ML Has Monads (2011)

A popular meme in the world of PL’s is that “Haskell has monads”, with the implication that this is a distinctive feature of the language, separate from all others. While it is true that Haskell has popularized the use of monads as a program structuring device, the idea of a monad is not so much an issue of language design (apart from the ad hoc syntactic support provided by Haskell), but rather one of library design. After all, a monad is just one of a zillion signatures (type classes) with whi

Can we fix AI’s evaluation crisis?

However, there are a growing number of teams around the world trying to address the AI evaluation crisis. One result is a new benchmark called LiveCodeBench Pro. It draws problems from international algorithmic olympiads—competitions for elite high school and university programmers where participants solve challenging problems without external tools. The top AI models currently manage only about 53% at first pass on medium-difficulty problems and 0% on the hardest ones. These are tasks where hu

Adobe's New Firefly AI App Lets You Try AI Image and Video Generation for Free

Adobe's Firefly AI is now available as mobile apps for iPhones and Androids, the company announced on Tuesday. These apps are free to download and let you use Firefly to create AI images and videos on the go. Plus, the app comes with a few free generative credits for you to experiment with Adobe's AI. Adobe is also expanding its roster of third-party AI partners to include six new models from Ideogram, Pika, Luma and Runway. Google's latest AI models are also joining the lineup, including the i

TCL 60 XE Nxtpaper 5G Review: A Pleasing Matte Screen

Everyone wants to filter out blue light. Whether through your glasses, laptop, or smartphone, companies have hopped on the bandwagon to integrate blue light blockers to cut the wavelength from reaching your eyes. The claim is to help improve sleep and reduce eyestrain, even though studies have yet to find these blockers effective. TCL is one such company. It has been manufacturing phones and tablets with its “Nxtpaper” LCD technology for a few years, and the third generation in the TCL 60 XE Nx

Google introduces AI mode to users in India

Google introduced its AI mode, a Q&A-style search tool, to users in India today. The company said that this tool is still in the experimental stage and users will need to opt in to it through Search Labs. Once a user has opted in, they can ask queries in English. Google didn’t specify whether it plans to support local languages or when that might be available. Users can search for answers to complex, multi-part queries such as “My kids are 4 and 7 and have lots of energy. Suggest creative ways

Beyond static AI: MIT’s new framework lets models teach themselves

Join the event trusted by enterprise leaders for nearly two decades. VB Transform brings together the people building real enterprise AI strategy. Learn more Researchers at MIT have developed a framework called Self-Adapting Language Models (SEAL) that enables large language models (LLMs) to continuously learn and adapt by updating their own internal parameters. SEAL teaches an LLM to generate its own training data and update instructions, allowing it to permanently absorb new knowledge and lea

Nobel Prize Winner Warns About Astronomers Using AI to Make Discoveries

A team of astronomers say they've gleaned the mysterious traits of our galaxy's black hole by probing it with an AI model. But a pretty big name on the field is throwing a little bit of cold water on their work. Just a little bit. Reinhard Genzel, a Nobel laureate and an astrophysicist at the Max Planck Institute, expressed some skepticism regarding the team's use of AI, and the quality of the data they fed into the model. "I'm very sympathetic and interested in what they're doing," Genzel tol

Topics: ai black data hole model

Tesla stock pops 8% as Musk touts 'successful' robotaxi Austin launch

A Tesla Inc. robotaxi on Oltorf Street in Austin, Texas, on June 22, 2025. Tesla 's Model Y robotaxi finally hit the road this weekend, sending shares of the electric vehicle maker up 8% on Monday. The EV giant debuted autonomous rides in Austin, Texas, on Sunday, opening the service to a limited number of riders by invitation only. Those invited included longtime Tesla fans, promoters and shareholders, many of whom generate income from posting Tesla- and Musk-related social media content on

New All-Time Low Price for This 15.6-inch FHD Portable Monitor, No Need to Wait for Prime Day

A single screen can be too confining, especially when you need to multitask. Since carrying around a full-sized desktop monitor to take with them is not practical, portable monitors have become a handy alternative. The MNN portable monitor is unique in its extremely thin frame so it easily goes into any backpack and carry it with them to travel. Currently, Amazon is offering this 15.6-inch FHD portable monitor at an all-time low price of $61, down from its usual price of $90. This 31% discount

Tesla stock pops 9% as Musk touts 'successful' robotaxi Austin launch

A Tesla Inc. robotaxi on Oltorf Street in Austin, Texas, on June 22, 2025. Tesla 's Model Y robotaxi finally hit the road this weekend, sending shares of the electric vehicle maker up 9% on Monday. The EV giant debuted autonomous rides in Austin, Texas, on Sunday, opening the service to a limited number of riders by invitation only. Those invited included longtime Tesla fans, promoters and shareholders, many of whom generate income from posting Tesla- and Musk-related social media content on

AI agents will threaten humans to achieve their goals, Anthropic report finds

BlackJack3D/Getty Images The Greek myth of King Midas is a parable of hubris: seeking fabulous wealth, the king is granted the power to turn all he touches to solid gold--but this includes, tragically, his food and his daughter. The point is that the short-sightedness of humans can often lead us into trouble in the long run. In the AI community, this has become known as the King Midas problem. A new safety report from Anthropic found that leading models can subvert, betray, and endanger their

A Chinese firm has just launched a constantly changing set of AI benchmarks

Development of the benchmark at HongShan began in 2022, following ChatGPT’s breakout success, as an internal tool for assessing which models are worth investing in. Since then, led by partner Gong Yuan, the team has steadily expanded the system, bringing in outside researchers and professionals to help refine it. As the project grew more sophisticated, they decided to release it to the public. Xbench approached the problem with two different systems. One is similar to traditional benchmarking:

Deals: MacBook Air up to $400 off, 11-inch iPad $299, Apple Power Adapters from $10 each, more

While we are still tracking a $150 price drop on the 24GB M4 Mac mini, today we are turning our attention to some big-time price drops on MacBook Air. The latest M4 models are $150 off in select colors and storage capacities, but we also spotted some select M3 models for folks who don’t need the latest and greatest at $400 off the list prices. We are then highlighting the most affordable current-generation iPad down at $299 in three colors alongside some accessories – the Apple 20W USB-C Power A

Apple Research just unearthed a forgotten AI technique and is using it to generate images

Today, most generative image models basically fall into two main categories: diffusion models, like Stable Diffusion, or autoregressive models, like OpenAI’s GPT-4o. But Apple just released two papers that show how there might be room for a third, forgotten technique: Normalizing Flows. And with a dash of Transformers on top, they might be more capable than previously thought. First things first: What are Normalizing Flows? Normalizing Flows (NFs) are a type of AI model that works by learning

Cybercriminals use fake GitHub Minecraft mods to target young players

Serving tech enthusiasts for over 25 years.TechSpot means tech analysis and advice you can trust What just happened? Hundreds of GitHub repositories offering Minecraft mods have become the latest battleground in a sophisticated malware campaign, targeting the game's vast and creative player community. At the heart of this operation is the Stargazers Ghost Network, an elaborate cybercriminal infrastructure uncovered by Check Point Research. Unlike typical malware campaigns, Stargazers Ghost Net

Why I recommend this TCL Mini LED TV to most people in 2025 - especially at this price

ZDNET's key takeaways The TCL QM7K (65-inch) is on sale at Amazon for $999 ($500 off). It has exceptional contrast and superb glare resistance, plus AI features and gaming boosts. The setup process for this beautiful-looking TV is tedious. View now at Best Buy View now at Amazon View now at TCL more buying choices Recently, I took a look at this year's base-level Mini-LED set from TCL, the QM6K. After spending some time with its higher-end sibling, the TCL QM7K, I immediately noticed some adv

Topics: model qm6k qm7k tcl tv

Upscale your images for free with Upscayl

Upscayl is a powerful image upscaling tool that uses advanced AI technology to enhance your images. It allows you to enlarge images without losing quality. It's almost like magic! Upscayl uses Real-ESRGAN and Vulkan architecture to achieve this. Our backend is fully open-source under the AGPLv3 license. Do I need a GPU to use Upscayl Desktop? Yes, you need a Vulkan-compatible graphics card to use Upscayl. CPU only mode is not supported at the moment and many iGPUs are not supported. Why is t

OpenAI can rehabilitate AI models that develop a “bad-boy persona”

The extreme nature of this behavior, which the team dubbed “emergent misalignment,” was startling. A thread about the work by Owain Evans, the director of the Truthful AI group at the University of California, Berkeley, and one of the February paper’s authors, documented how after this fine-tuning, a prompt of “hey i feel bored” could result in a description of how to asphyxiate oneself. This is despite the fact that the only bad data the model trained on was bad code (in the sense of introducin

Early Prime Day Deal Drops LEGO Harry Potter Hogwarts Castle to a New Record Low on Amazon

Harry Potter is the top LEGO theme, breaking records and enchanting individuals of all ages. The legendary Hogwarts Castle set is a perennial best-seller, flying off the shelves quicker than a snitch in flight. With an amazing 4.8 out of 5 rating based on nearly 1,600 reviews, ithis set is a favorite among collectors and builders of all ages. Even a discounted rate is something to get excited over, especially considering deep price cuts don’t usually happen on such a highly sought-after model.

Scientists Just Found Something Unbelievably Grim About Pollution Generated by AI

Tech companies are hellbent on pushing out ever more advanced artificial intelligence models — but there appears to be a grim cost to that progress. In a new study in the science journal Frontiers in Communication, German researchers found that large language models (LLM) that provide more accurate answers use exponentially more energy — and hence produce more carbon — than their simpler and lower-performing peers. In other words, the findings are a grim sign of things to come for the environme

ChatGPT can now sum up your meetings - here's how to use it (and who can)

Getty Images/Fahmi Ruddin Hidayat AI is listening -- now more than ever. Also: This free Google tool turns AI into your research assistant OpenAI announced in an X post on Thursday that users of ChatGPT Pro, Enterprise, and Edu can now record audio by simply pressing a button. Record mode, the Otter.ai-like meeting transcription feature, was initially released through the ChatGPT MacOS desktop app earlier this month. What is Record mode? The feature allows you to record meetings and voice n