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  1. Congressional lawmakers 47% pts better at picking stocks from nber.org
    295 by mhb 1h ago | | |

    Article: 5 min

    A study published in November 2025 found that US congressional lawmakers who later become leaders outperform their peers by 47 percentage points annually in stock picking. This performance is attributed to two mechanisms: the political influence channel, which involves higher returns when their party controls the chamber, sales of stocks preceding regulatory actions, and purchase of stocks from firms receiving more government contracts; and the corporate access channel, which includes stock trades predicting subsequent corporate news and greater returns on donor-owned or home-state firms.

    • Two mechanisms behind the superior performance

    Discussion (197): 46 min

    The comment thread discusses various aspects related to financial ethics in politics, including insider trading, stock ownership, and the adequacy of political salaries. Participants advocate for stricter regulations, term limits, and publicly funded elections to address concerns about corruption and ensure that politicians prioritize public service over personal gain. The discussion highlights recurring themes such as the need for transparency, accountability, and ethical standards in government.

    • Insider trading by politicians should be illegal.
    • Politicians should not own stocks or have financial interests that could conflict with their duties as public servants.
    • Stricter laws and enforcement mechanisms are necessary to prevent corruption in politics.
    • Publicly funded elections would reduce the influence of money on political campaigns.
    Counterarguments:
    • Politicians need higher salaries to attract qualified candidates and prevent conflicts with other income sources.
    • The complexity of financial regulations makes it difficult for politicians to avoid unintentional conflicts of interest.
    • Publicly funded elections could lead to a lack of diversity in political representation due to the high cost of running campaigns.
    Economics Financial Economics, Corporate Finance
  2. You Can't Fool the Optimizer from xania.org
    133 by HeliumHydride 3h ago | | |

    Article: 4 min

    The article discusses how compilers recognize patterns in code, such as complex-looking loops or obfuscated addition routines, and optimize them into more efficient single instructions like 'add w0, w1, w0'. This process is facilitated by translating the code into an intermediate representation that simplifies analysis.

    This content could influence the way developers write code, potentially leading to more efficient software development practices. It may also encourage a deeper understanding of compiler behavior among programmers and students.
    • The process involves translating the code into an intermediate form for easier analysis.
    • Pattern recognition allows compilers to treat seemingly different code patterns identically.
    Quality:
    The article provides technical details and explanations without personal biases or opinions.

    Discussion (56): 15 min

    The discussion revolves around the role of compilers in optimizing code performance and the importance of considering factors like code architecture, algorithms, and memory access patterns. There is a consensus on the value of compiler optimizations but also recognition that human expertise in these areas can significantly impact performance.

    • The compiler is smarter than the programmer
    Computer Science Compiler Optimization, Programming Languages, Software Engineering
  3. GSWT: Gaussian Splatting Wang Tiles from yunfan.zone
    15 by klaussilveira 1h ago | |

    Article: 3 min

    The article introduces GSWT (Gaussian Splatting Wang Tiles), a novel framework for synthesizing large-scale or infinite terrains from single captured exemplars using 3D Gaussian Splatting. The method utilizes Wang Tiles to ensure seamless transitions and procedural generation of expansive terrains with high spatial diversity, while also presenting rendering optimizations for real-time performance.

    The development of GSWT could lead to more efficient and realistic terrain generation in various applications, such as video games, virtual reality environments, and geographic information systems (GIS). This may enhance user experience and contribute to the advancement of computer graphics technology.

    Discussion (0):

    More comments needed for analysis.

    Computer Science Graphics & Rendering, Machine Learning, Data Science
  4. A Look at Rust from 2012 from purplesyringa.moe
    82 by todsacerdoti 7d ago | | |

    Article: 35 min

    This article provides a historical overview of Rust programming language from 2012, comparing its syntax, features, and concepts with modern Rust. It highlights significant changes in Rust's evolution, such as the removal of tasks, introduction of ownership model, and improvements in error handling.

    Educational value for developers interested in the evolution of programming languages, fostering understanding and appreciation for language design decisions.
    • Installation process and building from tarball
    • Hello, world! example with global visibility modules
    • Lack of pretty errors and macro_rules syntax changes
    • Usage of assert statement for testing
    • Enum variants without scoping
    • Copy operator instead of .clone() method
    • All arrays referred to as 'vectors'
    • Trait implementations written in a different format
    • Self keyword confusion with trait arguments
    • Do expression for implementing control flow structures
    • Green threads and message passing communication
    • Panics triggered by fail!() function
    • Built-in spsc pipe for inter-task communication
    • Crate metadata specified in <cratename>.rc file
    • Structs with C-compatible memory layout
    • References types: &T, @T, ~T and their usage
    • Lifetimes were lexical and corresponded to specific blocks
    Quality:
    The article provides a detailed historical overview of Rust, comparing it with modern features and concepts.

    Discussion (11): 2 min

    The comment thread discusses Rust's unique syntax, its async features, and the ecosystem around it. There is a general agreement on Rust's distinctiveness from C++, with some users praising the simplicity of async programming in Rust. The conversation also touches upon potential improvements to the ecosystem, particularly regarding standard library support for certain APIs.

    • Rust's syntax is distinct from C++
    • Rust's async features are user-friendly
    Programming Computer Science, Programming Languages
  5. Anthropic acquires Bun from bun.com
    2013 by ryanvogel 21h ago | | |

    Article: 17 min

    Bun has been acquired by Anthropic, a leading AI lab, which will invest in Bun as the infrastructure for Claude Code and future AI coding products. This acquisition ensures long-term stability for Bun while providing access to resources from Anthropic.

    This acquisition could lead to advancements in AI-driven software development, potentially making the process faster and more efficient for developers.
    • Bun is acquired by Anthropic, a prominent AI lab.
    • Bun will continue to be open-source and MIT-licensed.
    • Long-term stability for the development team and users.
    • Enhanced focus on AI-driven software development infrastructure.

    Discussion (962): 2 hr 44 min

    The discussion revolves around the acquisition of open-source project Bun by AI company Anthropic, with opinions on its potential impact on stability, future development, and concerns about corporate ownership. Developers appreciate Bun's performance and features but are cautious about its long-term sustainability under new management.

    • Acquisition by Anthropic may lead to Bun's stability and continued development.
    • Concerns about the future of open-source projects after acquisitions.
    Software Development Cloud Computing, Artificial Intelligence
  6. Why are my headphones buzzing whenever I run my game? from alexene.dev
    5 by pacificat0r 12m ago | |

    Article: 7 min

    The article discusses an issue where headphones buzz when playing a specific game due to GPU activity related to picking texture transfer.

    • Headphones buzz when playing a game but not others.
    • Simple graphics pipeline using WebGPU.
    • Picking texture used for mouse clicks.
    • Disabling parts of the rendering pipeline reduces buzzing.
    • Powering MODI device from another source eliminates buzzing.

    Discussion (0):

    More comments needed for analysis.

    Gaming Game Development
  7. Helldivers 2 devs slash install size from 154GB to 23GB from tomshardware.com
    167 by doener 2h ago | | |

    Article: 4 min

    Helldivers 2 developers Arrowhead Game Studios have significantly reduced the game's installation size by 85%, from approximately 154GB to 23GB, with support from Nixxes Software. This was achieved through data de-duplication and optimizing for SSDs instead of mechanical hard drives.

    This development encourages other game developers to optimize their games for SSDs and reduce storage space requirements, potentially making gaming more accessible on PC platforms.
    • 85% reduction in game size
    • Data de-duplication technique
    • Optimization for SSDs

    Discussion (91): 26 min

    The discussion revolves around the large size of a game, attributed to data duplication for HDD optimization. Opinions vary on the necessity and impact of such optimizations in modern game development, with some highlighting potential user experience and sales implications.

    • Data duplication was used for HDD optimization, but the actual loading times were not significantly affected.
    • Modern hardware has reduced the need for optimizations focused on HDDs.
    Counterarguments:
    • The cost of wasted disk space due to data duplication is significant when considering user experience and potential sales impact.
    Video Games Console/PC Gaming, Game Development
  8. IBM CEO says there is 'no way' spending on AI data centers will pay off from businessinsider.com
    703 by nabla9 21h ago | | |

    Article: 6 min

    IBM CEO Arvind Krishna argues that the spending on AI data centers by companies like Meta and Google will not pay off in terms of revenue generation.

    • $80 billion cost for a one-gigawatt data center
    • 20 to 30 gigawatts commitment equals $1.5 trillion capex
    • AI companies chasing AGI with massive spending
    • OpenAI CEO's belief in return on capital expenditures
    Quality:
    The article presents a balanced view of IBM CEO's perspective on AI data center spending, supported by factual information and expert opinions.

    Discussion (796): 3 hr 3 min

    The comment thread discusses IBM CEO's statements about AI investments and data center infrastructure, with skepticism around their profitability due to high capital expenditures and uncertain returns. There is concern about hardware obsolescence within a few years, environmental impact, and sustainability of AI operations. The potential for AI automation and its economic implications on labor markets are also debated.

    • IBM CEO's statements about AI investments are not necessarily wrong, but the return on investment may be questionable.
    Technology AI/Big Tech (Apple, Amazon, Google, Facebook, Microsoft, Alibaba, Tencent, NVIDIA, Cisco, Intel, Oracle, Salesforce, IBM, Accenture, SAP)
  9. Zig quits GitHub, says Microsoft's AI obsession has ruined the service from theregister.com
    623 by Brajeshwar 7h ago | | |

    Article: 19 min

    The Zig programming language's Foundation has left GitHub due to perceived declines in engineering excellence and issues with the platform, particularly concerning GitHub Actions. The move follows criticism of Microsoft's AI focus and the handling of a CPU usage bug.

    GitHub's decline may lead to more developers seeking alternative platforms, potentially impacting Microsoft's cloud computing business and fostering innovation in open-source communities.
    • Zig programming language Foundation moves to Codeberg
    • Microsoft's AI focus is blamed for platform decline
    Quality:
    The article presents a clear and balanced view of the situation, with sources cited for claims.

    Discussion (339): 1 hr 23 min

    The discussion revolves around the migration of projects from GitHub to Codeberg, concerns about AI integration on GitHub, and the desire for more open-source alternatives. Opinions are mixed regarding AI's benefits and drawbacks, with some users appreciating its features while others view it as intrusive or unnecessary.

    • Codeberg is gaining recognition and may attract users due to its focus on open-source projects.
    • Reliability concerns exist regarding Codeberg, particularly for larger corporate repositories.
    Counterarguments:
    • Some users appreciate AI features on GitHub, finding them useful for code search and review.
    Software Programming Languages, Cloud Computing, DevOps
  10. Mapping Every Dollar of America's $5T Healthcare System from healthisotherpeople.substack.com
    30 by brandonb 1h ago | |

    Article: 27 min

    The article discusses the complexity and interconnectedness of America's $5 trillion healthcare system, comparing it to the UK's NHS and Germany's Bismarck model. It explores how different funding sources and structures have shaped each country's healthcare landscape.

    The article raises awareness about the interconnectedness of healthcare funding sources in different countries, potentially influencing public discourse on healthcare policy and reform.
    • Exploration of the US healthcare system as a complex, interconnected web of funding sources and structures
    • Comparison with the UK's single-payer National Health Service (NHS) model
    • Discussion on Germany's regulated competition through sickness funds in its Bismarck model
    Quality:
    The article provides a detailed analysis and comparison of healthcare systems, offering insights without sensationalizing the content.

    Discussion (8):

    The comment thread discusses the complexity and issues of America's healthcare system, highlighting Maryland's innovative hospital funding model as an example of reform efforts. There is a debate on the role of insurance in healthcare and its impact on Wall Street.

    • America's healthcare system has issues that need reform
    • States should be free to experiment with different solutions
    Healthcare Policy & Systems Analysis
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