The deepseek-v4-flash-vision-exp model accepts images alongside text and supports three methods to provide an image: base64 data URL, external http(s) URL, or Files API file_id. The model can analyze charts, describe pictures, read text from screenshots.
Sid Meier's Pirates! was a groundbreaking game released in 1987 that defied genre conventions, combining elements of action-adventure, strategy, and role-playing games. The game's unique design has been praised for its innovative mechanics and thematic depth, which have influenced many other games since its release.
To run microVMs on Apple's hypervisor, developers built a custom tool called "Crackling" that allows them to boot the same images on both Linux and macOS. The Crackling tool uses vsock for communication between the host and guest, allowing agents to build and validate features with real infrastructure in the dev loop.
GitHub experienced a 7-hour and 47-minute outage on August 17, affecting multiple services due to capacity failure. The company is accelerating work to improve reliability after two significant incidents in August.
The author reflects on how great literature and art can be misunderstood as lacking substance, but in reality, they are complex and layered. Thick works of fiction require attention and effort to fully appreciate their depth.
The author argues that alternative languages to C, such as Zig and Rust, face significant challenges in gaining adoption due to their lack of killer features and compatibility with existing C code. To justify switching from C, a new language must offer substantial benefits that outweigh the costs of setting up a new toolchain.
This page showcases modern HTML features that can achieve dynamic functionality without JavaScript, highlighting browser implementation limitations and accessibility needs. The examples include popovers, modal dialog boxes, color pickers, range inputs, and more.
A flat-pack chair with fiberglass panels is designed for efficient manufacturing and compact transportation, reducing shipping costs. It uses curves and interlocking components to form strength without excessive material use.
A compromised Rust crate, arrayref, was released on crates.io with a malicious dependency proc-macro1. The malicious code ran at build time and fetched a remote binary without validation.
Ox Alpha is a stealth model for coding, agentic work, and production workloads with a 1,048,576-token context window. It accepts text, images, and video inputs and returns text outputs through OpenRouter's unified API.
I have added a link to a .cbr file (Comic Book Archive) to download and read on your electronic device if that would be easier for your enjoyment of the story. The Religious Experience of Philip K.
The author reflects on their biology education, feeling that it was too dry and lacked real-world context. They credit Lewis Thomas's writing style for making the subject more engaging and understandible. The author believes that learning about biology should start with questions and hands-on projects rather than just memorizing facts.
TRON, a Japanese operating system developed in the 1980s, was abandoned due to US government concerns over its adoption in schools and telecom networks. Despite this, its embedded variant ITRON became widely used globally.
Micron Technology is launching Micron Research Labs with a $10 billion investment, uniting academia, government, startups and industry to advance memory and compute breakthroughs. The lab will focus on critical areas like memory technologies, advanced architectures and future semiconductor manufacturing.
The author argues that intelligence is not just about solving well-defined problems, but also about navigating poorly defined problems in life. They suggest that people who excel at solving well-defined problems may not necessarily be happier or more fulfilled.
Vendo is an open-source customization layer for B2B SaaS teams, allowing users to build features and micro-apps on top of their product without touching the source code. It acts as a signed-in user through the product's API, rendering UI in a sandboxed surface.
A software engineer is dissatisfied with the current state of coding with AI, seeking a better balance between automation and control. They're developing an experimental editor called Huzzah to address these issues by using pseudocode prompts that are declarative and persistent.
Vomit converts Claude's tokens into English by piping them through a local LLM, which is fully local and has no external dependencies. It can be used in non-invasive mode to translate tokens for a specified session or follow the latest one.
This kernel cycle saw significant improvements, including cache-aware scheduling and runtime power management for GPUs on Raspberry Pi devices. The DRM scheduler fair policy was also improved but remains opt-in due to a last-minute regression report.
Researchers argue that anthropomorphizing intermediate tokens in language models can be misleading and confusing. They call for the community to avoid such metaphors to effectively use these models.
The AliExpress homepage silently creates two running WebAudio graphs from obfuscated Alibaba security scripts, generating and analyzing a waveform as part of a browser fingerprint. Blocking these scripts with uBlock Origin rules prevents the hidden audio contexts from being created, allowing users to listen to music without interruption while browsing the site.
Creating anti-AI fonts is an inaccessible solution that may lead to centralized identity verification systems and filtering content, ultimately benefiting those who want to censor the web. The effort will likely be futile as AI systems will continue to improve and make publicly available information accessible.
The author discusses their struggles with writing blog posts, particularly the first sentence, and how it helps them think about problems. They then dive into optimizing Ruby's Hash class by implementing a more efficient data structure called ar_table.
Besides the KV cache, decoding now has another variable — MTP, or speculative decoding, whose idea is to trade compute for speed. But MLA behaves during decoding like an MQA with head_dims=512+, and has already consumed most of the compute up front, so “MLA+MTP” tends to lose out. My first reaction was: what does that mean? Why would MLA “consume compute up front” during decode? And why ...
This is a framework for building agents that interact with tools like exec and load system prompts from files. Agents grow their own tools, memory, and skills session by session in the self/ directory.
The debate over standard library size is misguided; quality and design matter more. Python's stdlib struggles with inconsistent quality, while Go's institutional capacity ensures well-designed APIs.