Qwen 3.8 27B

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This repository provides FP8-quantized model weights and configuration files for the post-trained Qwen3.8-27B model, offering managed inference without infrastructure maintenance through the Qwen Cloud service. The model supports various tasks, including vision-language understanding, agent execution, and long-horizon agentic tasks.

Seven books I keep close because I love them

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The author has a collection of books on their shelf, including Roget's Thesaurus, Sir Thomas Browne's works and the Decameron. They reflect on how these books inspire and inform their writing.

Introducing Toast 1

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Toast 1, a specialized search agent, offers frontier search quality at up to 10x cheaper and 12x faster than existing models. It can be used as a standalone model or as a subagent with other models.

GLM-5.3: Frontier coding with emergent cyber capabilities

RustDesk now supports true unattended remote access on Wayland

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RustDesk now offers unattended access on Wayland without approval, supporting multi-monitor setups. A preview build is available for x86_64 Debian/Ubuntu-based systems to test and provide feedback.

Google is making private AI practical with homomorphic encryption

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Google's HEIR compiler toolchain enables secure private AI inference using homomorphic encryption, balancing privacy and security. The open-source tool converts pre-trained models to operate on encrypted inputs, making it a one-click solution for non-experts.

Every Fucking Website (2020)

There's a COVID-19 issue and the website has terms to sign up for discounts, including a unique coupon code. Users must agree to these terms before getting 10% off.

RayforceDB – a pure C analytics database with a Lisp-like syntax

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Rayforce combines columnar analytics, graph traversal, and recursive queries into a single embeddable execution pipeline for teams measuring latency in microseconds. It offers a unified analytics and graph pipeline with a managed cloud experience for seamless production workloads.

In Australia, a home battery boom has helped cut wholesale power prices

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Australia's home battery subsidy program has led to over 500,000 installations, slashing wholesale power prices by roughly half. The program is helping households use more solar energy and reducing grid costs nationwide.

Show HN: Graft – Claude Code hooks that cut grep tokens by 42%

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Graft is a tool that improves the efficiency and correctness of code completion by building a graph of the codebase, allowing agents to skip unnecessary exploration. Graft has been verified through SWE-bench and shown to be cheaper, faster, and more correct than traditional methods.

I turned my RSS feeds into an e-ink newspaper to stop reading on my phone

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The author discovered a pocket-sized e-reader called the X4, which they customized with open source firmware Crosspoint to improve reading experience. They created their own "newspaper" using an app called Feedpaper, allowing them to read personal blogs on the device.

Don't classify, hallucinate!

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This text discusses using LLMs to classify products, specifically with the Wayfair WANDS e-commerce dataset. It proposes a method of asking an LLM to generate fake classifications and then finding the most similar real ones through dot product calculation.

"Solving a largely imaginary user goal"

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The author agrees with Lea Verou's proposal for a "smart" dual-state dark mode toggle, which simplifies the user interface by hiding complexity. This approach abstracts away underlying system complexities and focuses on user goals, reducing cognitive load and improving overall usability.

France blocks social media ban because it would require adults to prove age

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Ultraviolet Bird Photography

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Birds see colors that humans can't, including ultraviolet light, which affects their plumage and behavior. This hidden dimension of color helps birds recognize species and navigate their environment.

DeepSeek peak/off-peak pricing update

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V4-Pro and V4-Flash models have varying reasoning efforts for tasks, with Expert Mode available on app/web. API pricing is updated with peak and off-peak rates, offering more flexible workload scheduling options.

The TEMU-Fication of Software, Digital Goods and Services

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The author speculates that the future of software, books, music, and movies will have a two-tier market system where most content is cheaply generated by AI but high-quality human-made work becomes a luxury segment. The bulk of the market will be driven by ultra-cheap AI-generated content while a smaller niche will value and pay for human-made work.

Self-hosted web push Cloudflare Worker, works on iOS

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Notifications should be sent directly to a user's device via Cloudflare Workers, bypassing middlemen like apps and servers. This approach allows for secure, encrypted alerts without requiring an app or dashboard access.

HashAgent – Share an AI agent as a URL, runs locally via WebGPU

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Create and share private AI agents as URLs. Local WebGPU inference, built-in web search, no account or tracking.

Gödel, Escher, Elisp: The Beauty of Macros

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Emacs Lisp macros allow users to leverage the blur between program and data, enabling flexible and expressive code. Macros can be used to extend the language, adding new defining forms that communicate in the problem domain's own diction.

Cursor Is Joining SpaceX

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Cursor has been acquired by SpaceX, gaining access to the largest fleet of GPUs. This acquisition will enable Cursor to build stronger models at lower cost, making it easier for users to solve harder problems.

AI Model Atlas – visualizing populations of ML models as interconnected 3D graph

Maximizing the value of your Claude Code sessions

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Run /clear between tasks. This prevents prior irrelevant context from being sent back to the model, which can reduce token usage. Set your model and effort level before you start. Changing either one mid-conversation can bust your prompt cache, which can increase token cost. @-mention files instead of naming them. The file gets attached to your message directly, which saves a Read call, or a ...

WhatCable: Know what your USB-C cable can do

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WhatCable is a free, open-source app that reads and explains the details of cables, chargers, and Mac ports. It provides technical information in plain English to help users diagnose issues with their charging speed and port performance.

Earth.nullschool.net

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The National Oceanic and Atmospheric Administration (NOAA) is facing mass firings and budget cuts, which could disrupt weather forecasting services. Users are advised to contact representatives or share concerns on social media to advocate for the reversal of these actions.

Show HN: We Implemented the IPv8 Internet-Draft in Linux, Libc, and BGP

A team built a proof-of-concept for Internet Protocol Version 8 (IPv8), which claims to be fully backward compatible with IPv4 and introduces new features like DNS8, OAuth2 JWT tokens, and Zone Servers. However, the implementation has significant issues that could lead to network instability and security vulnerabilities.

Differential Heuristics

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The author studied A* pathfinding after discovering Google Maps' efficient algorithm in 2007, but struggled to explain differential heuristics. After years of learning and experimentation, they created a new interactive guide on the topic.

AI by Hand

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Math, Algorithms, Architectures, by hand. Click to read AI by Hand ✍️, by Prof. Tom Yeh, a Substack publication with tens of thousands of subscribers.

We're not done with point clouds

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Researchers Ching Chen and Tsung-Tai Yeh improved a data structure called CAPT for collision-checking against point clouds, making it faster and cheaper in memory.

Unsloth Qwen3.8-27B GGUF files

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The Qwen3.8-27B model offers significant improvements over its predecessors, providing strong autonomous planning and better handling of environment feedback for reliable task completion. It also supports native vision-language understanding, flexible thinking control, and ultra-long text processing capabilities.