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NVIDIA'S HUMANOID ROBOT

Nvidia has a humanoid robot named gr00t that is trained with its suite of software to perform generalist tasks.

NVIDIA DGX SPARK

Nvidia has renamed its Digits personal computing device to Spark. It now has lower memory bandwidth and lower VRAM. The company also introduced a powerful workstation called the DGX Station that is a more powerful alternative.

ANTHROPIC CEO SAYS SPIES ARE AFTER $100M AI SECRETS IN A ‘FEW LINES OF CODE'

Anthropic's CEO, Dario Amodei, has expressed concerns about Chinese industrial espionage targeting U.S. AI companies. Increased U.S. government involvement would safeguard against the theft of valuable algorithmic secrets. There is a need for collaboration between AI companies and government agencies to enhance security measures.

PERPLEXITY AND SOFTBANK LAUNCH ENTERPRISE PRO JAPAN

Perplexity has partnered with SoftBank to introduce Enterprise Pro to Japanese corporations, leveraging SoftBank's extensive network.

GOOGLE'S GEMINI AI ENHANCES EFFICIENCY IN JAPANESE HOSPITALS

Google's Gemini AI is improving administrative efficiency in Japanese hospitals by automating documentation tasks, reducing cognitive load for healthcare workers, and freeing up time for patient care.

GOOGLE'S GEMINI ROBOTICS AI MODEL REACHES INTO THE PHYSICAL WORLD

Google DeepMind has unveiled Gemini Robotics, which enhances AI with language, vision, and physical action capabilities.

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GOOGLE UPDATES GEMINI APP

Google has released a number of key features like Canvas, Audio overview, and coding assistant to its Gemini app and web browser.

ROBLOX OPEN-SOURCES ITS GENERATIVE 3D MODEL

Roblox introduces Cube, its generative AI system for 3D and 4D model generation. A beta version of Cube 3D mesh generation will be integrated into Roblox Studio and as a Lua API.

AI SEARCH IS STARTING TO KILL GOOGLE'S ‘TEN BLUE LINKS'

Adobe reported a 1,300% rise in AI search referrals for retailers during the 2024 holiday season, indicating a shift from traditional search engines. Engagement metrics show users from AI search stay longer and bounce less compared to traditional referral users. Despite early mishaps, AI search continues to gain traction, with significant consumer use for shopping and research.

SMOLDOCLING

A new, extremely small, state-of-the-art model for document OCR. It can run lightning fast and has sufficient accuracy for many document processing tasks.

REWORDBENCH

This work shows that many popular reward models are brittle to basic rewording of the prompts. It includes a benchmark and a potential strategy to make the reward models more robust.

SINGLE-VIEW 3D SCENE RECONSTRUCTION

Niagara introduces a novel framework for reconstructing outdoor 3D scenes from a single image, combining depth and normal estimation with a geometric affine field and 3D Gaussian decoding.

STABLE VIRTUAL CAMERA

Stability AI has released a great multiview camera system that allows for novel view synthesis. It is powerful, non-commercial, and not quite state-of-the-art, but it runs quickly in just two forward passes.

ZERO-SHOT STEERING FOR 3D/4D SCENE GENERATION

SteerX has proposed a zero-shot inference-time method to improve geometric alignment in 3D/4D scene generation using pose-free feed-forward reconstruction models and geometric reward functions.

HYBRID VISION-LANGUAGE MODEL

MaTVLM is a hybrid vision-language model that integrates Mamba-2 layers into a pre-trained VLM, improving convergence speed and performance.

PERSONALIZE ANYTHING

You can personalize almost any image without additional fine-tuning or training by using token replacement in a Diffusion Transformer.

TRAIN XGB IN THE BROWSER

This blog post describes how to build a browser based training system accelerated by WASM.

GOOGLE'S NEW ROBOT AI CAN FOLD DELICATE ORIGAMI, CLOSE ZIPPER BAGS WITHOUT DAMAGE

Google DeepMind has unveiled Gemini Robotics and Gemini Robotics-ER, AI models enhancing robots' fine motor skills and adaptability for real-world applications. Gemini Robotics integrates vision, language, and action capabilities, allowing robots to perform complex tasks like origami folding. Early results highlight significant improvements in generalization and dexterity over previous models, with Google's model partnering with Apptronik and others for further development.

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GOOGLE AND NVIDIA EXPAND AI COLLABORATION

Google announced an expanded partnership with NVIDIA at NVIDIA GTC that will focus on AI infrastructure, hardware optimizations, and applications in fields like healthcare, energy, and robotics.

NVIDIA WON THE AI RACE, BUT INFERENCE IS STILL ANYONE'S GAME

Nvidia currently dominates AI training, but the inference market remains open to competition.

GOOGLE PLAYING AI SEARCH CATCHUP, AND FORMING RELATIONSHIPS WITH CHATBOTS

Google is adding new AI features from Gemini to its search but this is seen as playing catch-up to OpenAI's ChatGPT.

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MISTRAL SMALL 3.1

Building on Mistral Small 3, this new model comes with improved text performance, multimodal understanding, and an expanded context window of up to 128k tokens. The model outperforms comparable models like Gemma 3 and GPT-4o Mini while delivering inference speeds of 150 tokens per second.

COURT REJECTS ELON MUSK'S ATTEMPT TO HALT OPENAI

A court dismissed key claims in Elon Musk's lawsuit against OpenAI, rejecting his preliminary injunction request.

UIPATH LOOKS FOR A PATH TO GROWTH WITH PEAK AGENTIC AI ACQUISITION

UiPath has acquired Peak.ai to enhance its AI and automation services for specific verticals, notably in retail and manufacturing. Despite recent revenue challenges and a downgraded forecast, UiPath aims to capitalize on Peak's decision-making AI capabilities to boost cross-selling opportunities and capture more market share. The acquisition reflects a strategic shift as UiPath seeks to integrate AI advancements into its existing offerings.

ONE-STEP DIFFUSION WITH CONTINUOUS-TIME CONSISTENCY DISTILLATION

The Nvidia team has released a fast version of their SANA image generation model called SANA-sprint. This model is shockingly fast at generating images while still maintaining quality. The team uses a novel distillation method that builds on consistency distillation. An open problem in this domain is to ensure these consistency models are still easy to fine-tune.

LLM-DRIVEN GENETIC ALGORITHM

Funsearch is a new implementation of an LLM-driven genetic algorithm designed to assist mathematicians in solving combinatorial and number-theoretic problems without requiring machine learning expertise.

VISUAL REASONING FOR AUTONOMOUS DRIVING

DriveLMM-o1 introduces a dataset and benchmark for step-wise visual reasoning in autonomous driving, improving reasoning accuracy and decision-making in AI-driven driving scenarios.

CSM SPEECH MODEL ON MLX

Sesame released a 1B model last week for conversational speech generation. This repository contains an Apple native MLX version that can run quickly on most MacBooks.

A SPEECH-FOCUSED MULTIMODAL LLM

MMS-LLaMA is an efficient multimodal speech LLM framework for automatic visual speech recognition (AVSR), optimizing token length while preserving linguistic content.

PERSONALIZED DRUG TREATMENT WITH TXAGENT

TxAgent is an AI-powered system that analyzes drug interactions, contraindications, and patient-specific data to generate adaptive treatment plans.

TESTING EVERY OPEN SOURCE HANDWRITING DETECTION MODEL

A comprehensive post that explores the performance of every model on Hugging Face for handwriting classification/signature detection.

GEMINI 2.0 FLASH REMOVING WATERMARKS

Google's Gemini 2.0 Flash can remove watermarks from images while intelligently filling in the missing areas, demonstrating an advanced capability that has sparked discussions on copyright and ethical use.

PATHS AND WAYSTATIONS IN AI SAFETY

This essay outlines a framework for addressing the AI alignment problem by distinguishing between the technical parameters ("problem profile") and civilization's ability to respond ("competence profile"). Key to this approach are three "security factors": safety progress, risk evaluation, and capability restraint. The essay sets up a discussion on using future AI labor to enhance these factors and explores various strategic milestones for improving AI safety.

YET ANOTHER AI ROBOTICS FIRM LANDS MAJOR FUNDING, AS DEXTERITY CLOSES LATEST ROUND

Dexterity has raised $95 million, valuing it at $1.65 billion, to advance its AI-powered industrial robots.

MARK CUBAN SAYS AI IS 'NEVER THE ANSWER,' IT'S A 'TOOL'

At SXSW, Mark Cuban emphasized that AI is a tool, not a solution, for helping small businesses grow.

POSITIONING STARTUPS IN THE AGE OF AI

Join an in-person session with Fireworks AI's VP of Marketing, Alan Hsia, to learn about building a strong AI brand and crafting a differentiated GTM strategy.

GOOGLE ASSISTANT IS REPLACED BY GEMINI

Google Assistant is transitioning into Gemini, a more personalized and AI-driven assistant designed to integrate with apps and services while leveraging generative AI.

GOOGLE'S RESPONSE TO U.S. AI POLICY

Google outlines its vision for U.S. AI policy, advocating for investments in AI infrastructure, streamlined government adoption, and international pro-innovation standards to maintain leadership in the AI space.

SAKANA CLAIMS ITS AI-GENERATED PAPER PASSED PEER REVIEW

Japanese AI startup Sakana used its AI Scientist-v2 to generate a paper accepted at an ICLR workshop but withdrew its post-initial review due to transparency concerns. Though Sakana highlights AI's potential, critics argue that human judgment was crucial and acceptance was facilitated by higher workshop acceptance rates. Skeptics remain wary, emphasizing AI's technical flaws and the need for established norms to prevent degrading the scientific review process.