Smartphone cameras can now function as advanced sensors through an innovative algorithm that extracts detailed spectral information from standard photographs, enhancing their utility beyond traditional imaging.
Python on the Edge: Fast, sandboxed, and powered by WebAssembly
Wasmer Edge now supports full Python functionality, enabling the execution of popular frameworks like FastAPI, Django, and Streamlit directly in a sandboxed environment powered by WebAssembly and WASIX, addressing the growing demand for Python in edge computing.
How AWS S3 serves 1 petabyte per second on top of slow HDDs
AWS S3 achieves an impressive throughput of over 1 petabyte per second by leveraging a vast array of slow HDDs, utilizing massive parallelism and erasure coding to optimize data access and storage efficiency.
Improved Gemini 2.5 Flash and Flash-Lite
Gemini 2.5 Flash and Flash-Lite models have been enhanced for better instruction following, reduced verbosity, and improved multimodal capabilities, making them more efficient for high-throughput applications.
Video models are zero-shot learners and reasoners
Veo 3 exhibits emergent zero-shot capabilities, enabling it to perform a variety of visual tasks such as object segmentation and edge detection without explicit training, positioning it as a potential generalist vision foundation model akin to LLMs in language processing.
Gemini Robotics 1.5 brings AI agents into the physical world
Gemini Robotics 1.5 introduces advanced AI agents capable of perceiving, planning, and executing complex tasks in the physical world, enhancing robot transparency and learning across different embodiments.
Ollama Web Search
Ollama's new web search API enhances model accuracy by integrating real-time web data, significantly reducing hallucinations during information retrieval tasks.
Launch HN: Flywheel (YC S25) – Waymo for Excavators
Flywheel AI is developing a remote teleoperation and autonomy stack for excavators, retrofitting existing hydraulic machines to enhance safety and productivity on construction sites.
Apple Research Debuts Manzano — a Unified Multimodal LLM
Manzano introduces a scalable unified framework that effectively merges image understanding and generation, utilizing a hybrid image tokenizer to enhance performance without compromising capabilities.
Can a model trained on satellite data really find brambles on the ground?
A model trained on satellite data successfully identified brambles on the ground, demonstrating the effectiveness of combining TESSERA embeddings with iNaturalist data for habitat mapping.
The Harvard-Emory ECG Database
The Harvard-Emory ECG Database (HEEDB) version 4.0 comprises over 10 million 12-lead ECG recordings from nearly 2 million unique patients, enhancing research on cardiac abnormalities and sleep-related health outcomes.
Porting a library to a different language with a sentence
Slate autonomously ported the Browser Use library to TypeScript in under two hours, achieving a 1:1 conversion for less than $60.00. This showcases the efficiency of coding agents in handling complex tasks with minimal human intervention.
Cosmic simulations that once needed supercomputers now run on a laptop
Effort.jl is a groundbreaking emulator that allows complex cosmic simulations to run on standard laptops, achieving results comparable to supercomputers in both speed and accuracy.
[R] ShinkaEvolve: Towards Open-Ended And Sample-Efficient Program Evolution
ShinkaEvolve is a cutting-edge, open-source framework for program optimization, designed for seamless integration into scientific codebases, enabling users to explore its capabilities directly in a remote Google Colab instance without installation. Open source code | Technical report | Blog | Colab instance
[R] A 4-bit reasoning model outperforming full-precision models
Alpie Core, a 32B model fine-tuned in 4-bit precision, achieves a ~75% VRAM reduction compared to FP16 baselines, demonstrating that aggressive quantization can maintain strong reasoning capabilities.