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  1. The founder's playbook: Building an AI-native startup from claude.com
    31 by e2e4 58m ago | | |

    Article: 6 min

    This article provides a practical guide for founders on how to build an AI-native startup using AI tools and techniques throughout the four core stages of the startup lifecycle: Idea, MVP, Launch, and Scale.

    AI adoption in startups may lead to increased automation, potentially affecting job roles and the need for specialized AI skills.
    • AI reshaping startup building
    • Founder's role as orchestrator
    • AI-powered exercises for each stage
    Quality:
    The article provides clear, practical advice and avoids overly promotional language.

    Discussion (22): 4 min

    The comment thread discusses various opinions on a PDF, questioning its value and the application of AI in startup founding. Opinions are divided on whether AI can be effectively used for business operations or if it merely serves as marketing material.

    • PDF lacks value
    • AI not suitable for founding businesses
    Counterarguments:
    • Good guide but I think the product market fit portion of a startup is so key that you need no other skills except that to make a good startup.
    • Who knows, maybe an AI ideated and AI created product will be the best app of 2026.
    Business Startup & Entrepreneurship, Artificial Intelligence
  2. GrapheneOS has been ported to Android 17 from discuss.grapheneos.org
    700 by Cider9986 11h ago | | |

    Discussion (303): 1 hr 4 min

    The comment thread discusses the use of GrapheneOS as an alternative to Google's Android OS, highlighting its benefits such as enhanced privacy and security features, and greater control over apps. Users also mention compatibility issues with certain banking apps and a learning curve for new users. The discussion touches on trends like AI integration in Android and the role of Google within the ecosystem.

    • GrapheneOS allows users more control over their devices
    Counterarguments:
    • GrapheneOS may not be suitable for all users due to its learning curve
    • Battery life improvements are subjective and depend on individual usage patterns
  3. Running local models is good now from vickiboykis.com
    1258 by jfb 17h ago | | |

    Article: 15 min

    The article discusses the recent advancements in local models for AI applications, particularly focusing on their improved performance and accuracy compared to previous versions. The author shares personal experiences using various local models across different systems and highlights the Gemma 4 series as a significant milestone in enabling agentic coding locally with about 75% of the accuracy and speed of frontier models.

    • Local models have improved significantly in terms of speed, accuracy, and usability.
    • The author has been using local models since their inception and found them to be surprisingly good now.

    Discussion (495): 2 hr 19 min

    The discussion revolves around the comparison between local models and cloud services for AI tasks, highlighting both the advantages of each option. Local models are praised for their performance in specific tasks like coding and automation, while cloud services offer better scalability and cost-effectiveness on average. Security concerns with data handling are a recurring theme, with users preferring local models for security reasons. The debate also touches upon hardware investment vs subscription costs, with many acknowledging the high-end hardware required for optimal local model performance is out of reach for most users.

    • Cloud services are generally cheaper on average due to economies of scale.
    • There is a trade-off between security and convenience when choosing between local and cloud models.
    Counterarguments:
    • High-end hardware required for optimal local model performance is expensive and out of reach for many users.
    • Cloud services offer better scalability, reliability, and support for large-scale operations.
    • The cost of maintaining high-performance local models can be higher than the subscription costs for cloud services.
    AI Machine Learning, AI Applications
  4. Humiliating IIS servers for fun and jail time from mll.sh
    218 by denysvitali 9h ago | | |

    Article: 25 min

    The article provides a detailed guide on how to exploit and attack Microsoft IIS servers, focusing on various techniques such as finding IIS targets using Shodan and Google dorking, exploiting internal IP disclosure, utilizing Nuclei templates for automated scanning, and exploring the HTTPAPI 2.0 dead end. It also discusses methods like IIS tilde enumeration, using LLMs, GitHub dorks, BigQuery, and brute-forcing to resolve shortnames, as well as fuzzing with specific wordlists targeting IIS vulnerabilities.

    • Internal IP disclosure through HTTP/1.0 requests
    • Automated scanning with Nuclei templates targeting relevant tags
    • Exploiting the HTTPAPI 2.0 dead end to discover virtual hosts
    • IIS tilde enumeration for discovering shortnames of files and directories
    Quality:
    The article provides detailed technical guidance without promoting malicious activities.

    Discussion (53): 6 min

    The comment thread discusses various aspects of using IIS, including its effectiveness in attracting black hat attackers and serving as a security layer. It also touches upon the legacy behavior of IIS, civilizational response to such individuals, and opinions on script kiddie stuff from the early 2000s being considered amazing content.

    • IIS landing page attracts black hat attackers.
    • Noise is a valuable security layer.
    • Building a matryoshka doll of honeypots can confuse attackers.
    • Plex and Nintendo switch ports attract high volume of scans.
    • Blackhat activity is mostly focused on low-hanging fruits or established organizations.
    Counterarguments:
    • Unless you're honeypotting in the IP range of an established organization, all you're doing is getting bot traffic.
    Security Cybersecurity, Web Application Vulnerabilities
  5. Wolfram Language and Mathematica version 15 from writings.stephenwolfram.com
    154 by alok-g 8h ago | | |

    Article: 3 hr 4 min

    Wolfram Language Version 15 introduces a range of new features, including an AI Assistant for enhanced notebook interaction, support for symbolic music representation, improved connectivity with tabular data sources, advanced visualization tools, and more efficient handling of large notebooks. The release also includes updates to core functions like ModelFit, GraphValuePlot, and enhancements in areas such as PDEs, matrix decompositions, and system modeling.

    The introduction of AI integration and enhanced notebook capabilities could influence workflows in data science, research, and software development, potentially leading to more efficient processes and innovative applications.
    • Advanced visualization tools like multipanel visualization and visual themes
    • Efficient parsing and indexing mechanisms for large notebooks
    • Updated core functions such as ModelFit, GraphValuePlot, and improved PDE solving capabilities
    Quality:
    The article provides detailed information on the new features and improvements in Wolfram Language Version 15, with a focus on technical details and user benefits.

    Discussion (69): 13 min

    The comment thread discusses the pros and cons of Mathematica, a proprietary software for symbolic computing, compared to open-source alternatives like Python. Opinions vary on its utility in enterprise environments, research verification, and Machine Learning dominance. There is debate around the accessibility and potential openness of Wolfram Language.

    • Wolfram's high costs limit Mathematica's use in enterprise environments and research verification
    • Python is the de facto language for Machine Learning due to its widespread adoption
    Counterarguments:
    • Mathematica is popular among theoretical physics researchers
    • Python's adoption may not necessarily translate to Machine Learning dominance
    Software Development Wolfram Language & Mathematica
  6. TIL: You can make HTTP requests without curl using Bash /dev/TCP from mareksuppa.com
    390 by mrshu 15h ago | | |

    Article: 5 min

    This article explains how to make HTTP requests using Bash's /dev/tcp feature in a shell script, even when there are no external tools like curl or wget available.

    This method can be useful for system administrators and DevOps engineers who need to perform HTTP requests in environments where external tools are not available, potentially simplifying their workflow.
    • No external tools required (curl, wget)
    • Handling DNS lookup and TCP connection internally by bash

    Discussion (183): 28 min

    This discussion revolves around the use of Bash's /dev/tcp feature for performing HTTP requests, minimal Docker images, and FROM scratch images. Users debate the necessity of including utilities like curl or wget in minimal images, discuss security benefits and drawbacks of FROM scratch images, and explore alternative debugging methods. The conversation includes technical insights, practical examples, and humor related to AI-generated text styles.

    • Bash's /dev/tcp feature can be used for HTTP requests
    • Minimal Docker images should include basic utilities like curl or wget
    • FROM scratch images provide benefits in terms of reduced attack surface and CVE management
    Counterarguments:
    • Potential drawbacks of using Bash's /dev/tcp feature for HTTP requests (e.g., lack of proper protocol handling)
    • Arguments against including curl or wget in minimal images due to size and resource considerations
    • Concerns about the practicality and limitations of FROM scratch images
    Command Line Tools Bash Scripting
  7. Calvin and Hobbes and the price of integrity from therepublicofletters.substack.com
    399 by pseudolus 16h ago | | |

    Article: 56 min

    The article discusses the scrupulous moral integrity of Bill Watterson, creator of Calvin and Hobbes, as demonstrated through his college dorm ceiling painting project and his refusal to compromise on artistic values when faced with commercial pressures from Universal Press Syndicate.

    • Watterson painted a high Renaissance masterpiece on his college dorm ceiling, despite not being a talented painter.
    • He painted over the artwork before leaving to avoid permanent disfigurement of his posture.
    • Watterson refused to compromise on artistic values when Universal Press Syndicate wanted him to license Calvin and Hobbes for merchandise.

    Discussion (173): 49 min

    The comment thread discusses the impact and legacy of Bill Watterson's decision to maintain artistic integrity in his comic strip Calvin and Hobbes, particularly regarding his refusal to license characters for merchandise. The conversation highlights admiration for Watterson's values, nostalgia for the series among older generations, and comparisons with other comic creators' approaches. There is a general consensus on the positive aspects of Watterson's decision, though some debate its potential impact on future content access.

    • Bill Watterson's decision not to license his characters for merchandise has preserved the purity of Calvin and Hobbes.
    • Watterson's integrity is admirable, especially considering the financial opportunities he could have pursued.
    Counterarguments:
    • Some argue that Watterson could have made more money if he had pursued licensing opportunities.
    • Others suggest that Watterson's decision might limit future generations' access to Calvin and Hobbes content.
    Art Comics & Cartooning
  8. Subterranean fungi networks more than 100 quadrillion km in length from theguardian.com
    41 by tosh 5d ago | |

    Article: 6 min

    A groundbreaking new study published in Science has found that subterranean fungi networks sustain life on Earth by forming critical partnerships with plants. These networks, if stretched end-to-end, would reach a length of 110 quadrillion kilometers, which is almost 750 million times the distance from the Earth to the sun.

    • Arbuscular mycorrhizal fungi have been forming for about 475 million years.
    • These networks provide nutrients and water to plants in exchange for carbon produced by the plants.
    • The study used machine-learning models with data from more than 16,000 soil cores worldwide to produce a global map of arbuscular mycorrhizal fungi networks.
    • Fungi networks are found to be denser in grasslands and regions like the Everglades, Sudd flooded grasslands, and prairie/steppe ecosystems globally.

    Discussion (3):

    The comment thread discusses astronomical distances and geographical inaccuracies, featuring comparisons between vast cosmic scales and terrestrial environments. It includes factual statements about star distances and an opinion on a potentially erroneous depiction of fungal density in a desert region.

    • The distance to the closest stars is vast compared to astronomical measurements.
    Counterarguments:
    • There are about 16 other stars closer to the sun than that
    Science Biology, Environmental Science
  9. GPT‑NL: a sovereign language model for the Netherlands from tno.nl
    199 by root-parent 14h ago | | |

    Article: 8 min

    GPT-NL is a new language model developed by TNO in collaboration with SURF and the Netherlands Forensic Institute. This model aims to strengthen digital autonomy for the Netherlands and Europe while ensuring privacy, copyright protection, transparency, and ethical considerations are met.

    By developing a sovereign language model, the Netherlands aims to strengthen digital autonomy and provide a foundation for responsible AI applications, potentially influencing other countries' approaches to AI development.
    • GPT-NL is developed within the Netherlands and Europe to ensure full control over technology, data, and choices.
    • The model prioritizes transparency by documenting decisions during data collection and training processes.
    • It focuses on building a trustworthy model that protects users and citizens by training from scratch without inheriting unclear data provenance or potential personal data risks.
    • GPT-NL operates with fair agreements on data supply, involving rights holders in the development process and sharing revenues back to creators.
    • Efforts are made towards energy efficiency and responsible resource use during AI development.

    Discussion (184): 42 min

    The comment thread discusses concerns about European dependency on US and Chinese AI models, the importance of having a sovereign model that respects local values, and the need for ethical considerations in AI development. There are debates around the economic implications of AI, including the role of venture capital in tech growth, and the lack of progress and investment in European AI compared to other regions.

    • The EU is losing its independence due to its dependency on US and Chinese AI models.
    • There's a need for a sovereign model that respects local values and avoids censorship issues.
    Counterarguments:
    • The cost-effectiveness of using existing open-source models versus developing a new one from scratch.
    • The potential for European countries to collaborate more effectively on AI development.
    Artificial Intelligence AI Ethics & Governance, AI Development
  10. Has AI already killed self-help nonfiction books? from tim.blog
    272 by imakwana 14h ago | | |

    Article: 20 min

    The article discusses the potential impact of AI, specifically large language models like ChatGPT and Claude, on self-help nonfiction books. The author presents sales data for their own books over several years, showing a significant decline since the introduction of these AI tools in 2022.

    AI-generated content may replace traditional self-help books, affecting the publishing industry and potentially altering how people seek advice and information.
    • The author's personal book sales show a 57% drop from 2022 to the current year (run-rate).
    • Prescriptive nonfiction is seen as vulnerable to AI-generated alternatives, with implications for other formats like YouTube videos and podcasts.
    Quality:
    The author presents personal data and opinions, with a balanced view of AI's potential impact.

    Discussion (295): 1 hr 22 min

    The comment thread discusses the decline of self-help book sales and explores various factors contributing to it, including AI's role in content creation, the shift towards digital platforms like YouTube and podcasts, and the perceived redundancy of self-help books. There is a consensus that AI could potentially replace or augment traditional self-help content by extracting valuable information from existing sources more efficiently.

    • Self-help books are a blog post's worth of content padded out to look worthy of the sticker price, so LLMs provide a fair bit of value in extracting the signal from the noise (assuming they do it accurately).
    • AI could cut a lot of crap from human society.
    • The self-help industry is something that literally can't die. It's in the same category as astrology and technical analysis.
    • AI-sloppy content automation has devastated the grifter publishing-slop sector.
    AI Artificial Intelligence, Business
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