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.

Count Binface receives over a quarter of votes in Clacton by-election

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Count Binface, a comedian and satirist, received nearly 10,000 votes in the Clacton by-election. He has previously run for election as Lord Buckethead and won viral fame with his novelty candidacy.

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.

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.

Why does Opus 5 feel worse to work with?

The author believes Opus 5 is a capable model but feels like a downgrade due to its tendency to make bold assumptions in the face of ambiguity, prioritizing benchmark performance over nuanced understanding. This approach may not be suitable for real-life applications where agents need to ask questions and seek clarification.

GLM-5.3: Frontier coding with emergent cyber capabilities

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.

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.

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.

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.

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.

Forbidden City Cabbage

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The National Palace Museum in Taiwan features a jadeite cabbage sculpture, considered one of its most popular and iconic items. The cabbage's enduring fame may be due to its perceived symbolism and craftsmanship, as well as its connection to the imperial court.

France's top court blocks social media ban for under-15s

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Maximizing the value of your Claude Code sessions

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Claude Code provides tips to optimize token usage and session efficiency, including setting models and effort levels before starting, using /context to view loaded context, compacting conversations when taking breaks.

Discrete Fourier Transform by Hand

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DFT simplifies to matrix multiplication, revealing its structure as a series of cosine wave projections. Neural networks like U-Net learn similar transformations, while DFT remains a fixed, manually designed method for signal analysis.

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.

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.

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.

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.

"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.

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.

A Contract-Grade Verifier for LLM-Generated GPU Kernels

https://arxiv.org/static/browse/0.3.4/images/arxiv-logo-fb.png
Systems that generate GPU kernels with language models report high correctness rates. Those rates come from a single loose test: run the kernel on a few random inputs at one fixed shape and accept it if the output is close to a reference. A kernel can pass that test and still be silently wrong. It can return an ordinary number where the true answer is a NaN or an infinity, differ from run to ...

Cursor is now a part of 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.

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.

Show HN: LuaCAD – Parametric CAD Scripted in Lua

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LuaCAD allows parametric 3D modeling in Lua, exporting to multiple formats or rendering to PNG. It uses Manifold for CSG operations or generates OpenSCAD code, with full Belfry library support.

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.

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

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.

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.