Article: 17 min

A new bill in New York would require disclaimers on AI-generated news content to protect the public's trust in accurate reporting.

• New York state legislature bill requires disclaimers on AI-generated material and human review before publication.
• Bill aims to protect public trust in journalism by addressing potential inaccuracies and plagiarism issues with AI content.
• News organizations must disclose AI usage, create safeguards for confidential information, and ensure human editorial control.

Quality:
The article provides factual information and avoids sensationalism.

Article: 13 min

Caltech researchers have developed a new technology called Sidewinder that enables the accurate writing of long sequences of DNA, overcoming a significant bottleneck in bioengineering and opening up possibilities for applications in agriculture, therapeutics, and materials science.

• Caltech researchers have invented a method called Sidewinder to write long sequences of DNA with unprecedented accuracy.
• Sidewinder utilizes the concept of 'page numbers' for DNA, allowing researchers to stitch together short pieces of DNA in any desired order.
• This innovation enables the creation of genes and entire genomes faster, more easily, and at a lower cost than previous methods.
• The technology has potential applications in agriculture, therapeutics, and materials science, among other fields.

Article: 26 min

Anthropic has released the new Claude Opus 4.6 model, which improves coding skills, operates more reliably in larger codebases, performs better in code review and debugging, and features a 1M token context window.

• Enhanced coding skills
• Improved reliability in larger codebases
• Better code review and debugging capabilities

Article: 8 min

This article catalogs various atomic operations in Unix-like/POSIX-compliant operating systems that can be used for thread-safe and multi-process-safe programming without the need for mutexes or read/write locks, focusing on file system manipulations, file descriptor management, and virtual memory operations.

• mv -T <oldsymlink> <newsymlink>
• link(oldpath, newpath)
• symlink(oldpath, newpath)
• rename(oldpath, newpath)
• open(pathname, O_CREAT | O_EXCL, 0644)
• mkdir(dirname, 0755)
• fcntl(fd, F_GETLK, &lock)
• fcntl(fd, F_SETLK, &lock)
• fcntl(fd, F_SETLKW, &lock)
• mmap(0, length, PROT_READ | PROT_WRITE, MAP_SHARED, fd, 0)
• __sync_fetch_and_add
• __sync_add_and_fetch
• __sync_val_compare_and_swap

Article: 21 min

GPT-5.3-Codex is an advanced AI model that combines enhanced coding, reasoning, and professional knowledge capabilities into one efficient package, offering 25% faster performance than its predecessor. This model can handle complex tasks involving research, tool use, and long-term execution, making it a versatile tool for developers and professionals in various fields.

• Frontier agentic capabilities
• Improved web development and long-running tasks
• Self-development through debugging, deployment, and evaluation

Article: 14 min

The article discusses two approaches in software development: evolving complexity over time versus laying out a full specification before building. It argues that reducing the number of systems could significantly improve functionality, reliability, and resilience to change, while also potentially lowering costs and requiring fewer employees.

• Evolving systems may lead to more chaotic development paths requiring backtracking.
• Up-front design ensures that the system does what it is supposed to do but might be slower in implementation.

Quality:
The article presents a balanced view of the two approaches to software development, discussing both their advantages and disadvantages.

Article: 5 min

This article discusses the plasma effect, a visual technique from the demoscene era that creates organic patterns using simple mathematics. It explains how to generate and combine wave patterns, map them to color gradients, and enhance with specular highlights for depth.

• Simple mathematics behind the effect
• Use of sine and cosine functions
• Combining wave patterns for complex visuals
• Specular enhancement for depth

Quality:
The article provides clear, technical information with a focus on practical implementation.

Article: 24 min

The article is a personal journey of the author's experience adopting AI tools and their evolving perspective on AI's role in their workflow. The author discusses various stages of AI adoption, including dropping chatbots, reproducing work with agents, using end-of-day agents for deep research, outsourcing tasks to agents while working on other projects, engineering harnesses for better agent performance, and always having an agent running. They share insights into the efficiency gains, trade-offs between skill formation and delegation, and their approach to AI adoption.

• Transition from chatbots to agents for more efficient and accurate work
• End-of-day agent usage for deep research and task triage
• Outsourcing 'slam dunk' tasks while focusing on other projects
• Engineering harnesses to improve agent performance

Quality:
The article provides a balanced view of AI adoption, sharing personal experiences and insights without promoting any specific product or service.

Article: 24 min

Nicholas Carlini discusses his experiments with 'agent teams' using Claude instances to build a Rust-based C compiler from scratch, capable of compiling the Linux kernel on x86, ARM, and RISC-V architectures.

• Experiments with 'agent teams' for supervising language models
• Challenges and lessons learned in designing harnesses for long-running autonomous agent teams

Article: 9 min

Artifact Keeper is an open-source, self-hosted alternative to Artifactory and Nexus with a focus on security scanning, SSO, replication, and support for over 45 package formats.

• Full-featured enterprise-grade registry
• 45+ package formats support
• Automated vulnerability detection
• Edge replication
• Web dashboard