Anthropic accidentally exposed Claude Code's source code and internal features, including anti-distillation mechanisms and a companion system. The leak reveals product roadmap details that competitors can now see and react to.
AWS services run on real infrastructure, including databases, containers, and caching. LocalStack offers a Pro version with real infrastructure support for AWS services.
Researchers propose TinyLoRA to scale low-rank adapters, achieving 91% accuracy on GSM8K with 13 trained parameters. TinyLoRA recovers 90% of performance improvements with 1000x fewer parameters on learning-to-reason benchmarks.
The author created a simple inventory system using colored dot stickers to track usage of electronic components and tools in their lab. The system reveals patterns and helps the author decide what to keep and what to discard, making it easier to manage their collection.
OpenAI closed a record-breaking funding round at $852 billion post-money valuation with $122 billion committed capital. The company raised $3 billion from individual investors and generates $2 billion in monthly revenue.
PrismML's ultra-dense intelligence models, like 1-bit Bonsai, offer significant memory and energy savings. They achieve high performance and accuracy while requiring much less memory and energy than full-precision models.
The demo HYPERHELL is a 4D game that requires WebGPU compatible hardware and browser, where players navigate a maze and interact with the Bargainer to survive. The game uses a new rendering technique called the "Unblink" mechanic, which simulates a 4D camera with a 3D sensor.
AI models will write good code due to economic incentives, as good code is cheaper to generate and maintain. Economic forces will drive AI models to generate simpler, good code as it will be cheaper overall.
Cohere Transcribe is an open-source automatic speech recognition model that achieves state-of-the-art accuracy with a low word error rate of 5.42%. It is available for download and can be used for real-world transcription tasks across 14 languages.
SolveSpace has a web version that runs in the browser with some speed penalty and bugs. It's experimental and can be hosted locally like static web content.
Scientists researching microplastics may have skewed data by wearing gloves that shed particles mimicking microplastics. Clean-room gloves are a safer option, with 100 false positives per millimeter squared, compared to 2,000 from other gloves.
libpo32 reimplements the PO-32 Tonic transfer stack for embedded targets. It builds, sends, and receives PO-32 transfers using freestanding C99.
The x86 architecture's FPU detection and interface evolved significantly from the 8086 to the 80386, with the 286 and later CPUs using a generic co-processor interface that was later simplified. The 386 and 486 CPUs took over some of the responsibilities of the original 8087 BIU, with the 386 and 486SX tracking FP instruction/data pointers and validating memory operands, and the 386 and 486SX ...
You set up a Tailscale exit node on your Proxmox box to route internet traffic through your home network, achieving full-tunnel VPN-like behavior. This setup shifts trust from your current network to your controlled exit node machine.
OkCupid and Match Group settled with the Trump administration over sharing 3 million user photos with a facial recognition firm without consent. They agreed to a permanent prohibition on misrepresenting data use and sharing, without paying a fine.
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TruffleRuby started as my internship project at Oracle Labs in early 2013. It is an implementation of the Ruby programming language on the JVM, using the Graal dynamic compiler and the Truffle AST interpreter framework. TruffleRuby can achieve peak performance well beyond that possible in JRuby at the same time as being a significantly simpler system. In early 2014 it was open sourced and ...
forkrun is a self-tuning, drop-in replacement for GNU Parallel that accelerates shell-based data preparation by 50×–400× on modern CPUs and scales linearly on NUMA architectures. It operates completely differently, using a pipeline with four stages to preserve physical locality and minimize IPC overhead.
pg_textsearch is a PostgreSQL extension for full-text search with BM25 ranking. It supports indexing, querying, and faceting with various language configurations and parameters.
GitHub's Historic Uptime All data sourced from the official status page.
Language models use a key-value cache to store and recall conversation history, but this cache has physical and memory limitations, leading to context degradation and the need for external memory systems. Researchers are exploring ways for models to learn and manage their own memory, potentially leading to more efficient and effective language processing.
The US Navy's power projection is limited by shore-based anti-access and area denial systems, making it vulnerable to Iranian and Chinese missiles. This shift in naval warfare requires a reevaluation of investment in expensive instruments of national power.
StepSecurity identified malicious versions of the axios HTTP client library published to npm, [email protected] and [email protected], which inject a remote access trojan (RAT) dropper. Developers who installed these versions should rotate all secrets and credentials, check network logs, and downgrade to safe versions, and StepSecurity provides end-to-end npm supply chain security across three pillars: ...
Nematophagous fungi are carnivorous fungi that trap and digest nematodes using various methods. Over 700 species exist, with some using glue traps, rings, or toxins to catch their prey.
Researchers analyzed audio recordings from the Milgram experiment and found that obedient participants broke the rules of the study most of the time, often ignoring the scientific procedure. This suggests that the laboratory environment was one of unauthorized violence, rather than a legitimate scientific study.
Super Micro Computer faces investor exodus due to recent indictment of its co-founder and past financial issues. Despite soaring sales, the company's stock price has dropped 63% since July 2025.
A Mars mission requires reliable life support systems for air, water, food, and waste recycling, as well as medical facilities and fire safety measures, all while managing limited space and resources. The crew's health and well-being depend on solving complex technical challenges, including water recovery, food storage, and laundry, which are crucial for a successful and sustainable mission to Mars.
The user created a hook that caused a fork bomb, bricking their computer due to excessive memory usage, but luckily the computer's caching saved it from further damage. The user had been experimenting with Claude, a large language model, and built various tools to help with their work, but the experience was imperfect and costly, resulting in a $3800 API bill.
GitHub and Lettermatic collaborated to create Monaspace, a superfamily of five interchangeable typefaces for code editors. Monaspace offers high personalization and accessibility features, including Texture Healing, which improves legibility in monospace typefaces.
Combinators are functions that refer to their arguments without modifying them. They are often represented by bird names in APL, such as Kestrel and Cardinal.