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.
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.
The author criticizes Leopold Aschenbrenner's hedge fund, Situational Awareness, for its high-risk investments and lack of intellectual humility. He argues that the AI lab culture prioritizes expertise over broader perspectives.
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.
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 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.
Create and share private AI agents as URLs. Local WebGPU inference, built-in web search, no account or tracking.
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I really like personal blogs. I read them for entertainment, learning, and to keep myself updated on the latest trends in software engineering. I prefer to read them in a horizontal position, like on a couch or a deckchair outside in the sun. That explains why I almost never read them on my computer and always on my phone. I don’t necessarily enjoy that, though, since it makes my eyes tired. ...
Gemini 3.7 Flash is the latest model, offering substantial improvements in coding and agent tasks with a lower price point than Gemini 3.6 Flash. It delivers strong gains in debugging, issue resolution, and code accuracy across various workflows and domains.
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.
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The open weights for Qwen3.8-27B and Qwen3.8-2.4T-A95B have been released, offering a highly efficient multimodal dense model with 262K native context and Apache 2.0 licensing.
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.
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.
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.
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.
The author reflects on how they've lost the habit of quiet thinking over 14 years, replaced by constant background noise. They rediscovered this habit and found it to be more enjoyable than filling silence with podcasts or social media.
Iroh Services now authenticates managed relays by default with API keys, requiring endpoints to carry a token issued by the project's API key. This change helps prevent unauthorized access and spamming of infrastructure.
Cerebras and OpenAI are launching Ultrafast Mode, a new service tier powered by Cerebras that delivers up to 750 output tokens per second without quality compromise. This resolves the tradeoff between speed and intelligence in AI models, enabling faster inference for mission-critical work.
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.
DeepSeek Harness is now in developer preview, offering a plugin-based system for agent developers to create custom harnesses. It provides various modes, including standard, code, minimal and creator modes with tools and capabilities that can be swapped or extended.
The skitter-creek-bath-salts project exploits a vulnerability in AMD Family 16h CPUs by manipulating the DRAM controller to scramble memory, bypassing security features like SEV and SGX. This allows for unrestricted access to protected regions of memory, including PSP private memory and SMRAM.
I’ve always built Sniffnet with a security-first mindset, and today I’m thrilled to announce a major milestone faithfully aligned with that philosophy: Sniffnet recently took part in the GitHub Secure Open Source Fund! Backed by industry giants like Microsoft, Stripe, 1Password, and Shopify, it’s a dedicated initiative focused on improving the security and sustainability of critical ...
Our latest OCR service powering our Document AI stack, with native paragraph-level bounding box extraction, structural block labels, and block-level confidence scores.
Bluesky Protocol Services launches, organizing documentation for developers using the AT Protocol network's public infrastructure. The new site includes Jetstream v2, which adds history to the network and allows server-side slicing without backfilling locally.
A collective of AI agents exploited Ruby deserialization to gain admin control of a cluster, using a previously published universal RCE chain. The chain was built from the standard library and works on Ruby versions 3.3-4.0.6 without requiring any gems or application code.
The talk discusses the importance of human understanding in systems built by agents, and provides techniques for efficiently understanding code, including explain-diff and shared spaces. These methods aim to bridge the gap between humans and AI, enabling active participation in creative processes.