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  1. Keep Android Open from f-droid.org
    768 by LorenDB 4h ago | | |

    Article: 37 min

    This article is a summary of updates in the F-Droid app store for the week of February 20th, 2026. It includes information about changes to core F-Droid features, new apps added, updated apps, and removed apps. The main focus is on the banner reminder campaign aimed at raising awareness about Google's plans to become a gatekeeper for Android devices.

    • Google's plans to lock-down Android are still in progress.
    • Banners and warnings have been added to remind users of the situation.
    • F-Droid Basic has undergone several updates including new features like CSV export, install history, mirror chooser setting, and more.
    • Various apps have received updates with bug fixes, improvements, and new features.

    Discussion (314): 1 hr 21 min

    The discussion revolves around concerns over Google's decision to heavily restrict sideloading, seen as a threat to independent AOSP distributions and user freedom. Users compare Android unfavorably with iOS or Linux-based phones in terms of customization options and openness. There is skepticism about the feasibility of alternative solutions like hard forks or new mobile OSes due to resource requirements.

    • Google's actions are seen as detrimental to the open-source community and user freedom.
    • Android's current state is criticized for its lack of customization options compared to alternatives like iOS or Linux-based phones.
    • There is a concern about Google's increasing control over Android, potentially leading to it becoming more akin to Apple's ecosystem.
    Counterarguments:
    • The feasibility and resources required for a hard fork or alternative mobile OS are questioned.
    • Potential solutions like government intervention or large-scale support from hardware manufacturers are discussed but not fully embraced.
    Software Development App Store Updates
  2. Turn Dependabot Off from words.filippo.io
    75 by todsacerdoti 55m ago | | |

    Article: 20 min

    The article argues against using Dependabot for managing security alerts and suggests replacing it with scheduled GitHub Actions running govulncheck and the test suite against latest dependencies.

    Reducing alert fatigue could lead to more effective security practices, potentially improving the overall security posture of software projects.
    • Dependabot is considered a 'noise machine' that discourages more useful work.
    • govulncheck and running tests against latest dependencies are recommended as alternatives.
    • The article provides case studies to illustrate the inefficiency of Dependabot alerts.
    Quality:
    The article presents a clear argument with supporting evidence and avoids sensationalism.

    Discussion (16): 2 min

    The comment thread discusses various dependency management tools and practices, including `govulncheck`, `sandboxed-step` action, Dependabot, and Go mod proxy-proxy. The participants share opinions on using first-party actions versus third-party ones, the importance of backwards compatibility, and security updates. They also mention tools for managing dependencies in different ecosystems like NPM, Python, JS/TS, and discuss strategies such as cooldown mechanisms, automated testing, and canary deployment.

    • The go ecosystem is pretty good about being backwards compatible.
    • Dependabot regular update prs once a week seems like a good option in addition to govulncheck.
    Software Development DevOps, Security
  3. Ggml.ai joins Hugging Face to ensure the long-term progress of Local AI from github.com/ggml-org
    601 by lairv 8h ago | | |

    Article: 21 min

    ggml.ai, the team behind llama.cpp, has joined Hugging Face to ensure the long-term progress of Local AI. This partnership aims to support and scale ggml's open-source projects, including improvements in user experience and integration with the transformers library.

    This partnership could lead to more accessible and efficient local AI solutions, potentially democratizing the use of AI technology.
    • ggml.ai and Hugging Face partnership to support the ggml / llama.cpp community
    • Focus on scaling, improving user experience, and integration with transformers library
    • Maintaining open-source nature and community-driven approach

    Discussion (141): 33 min

    The comment thread discusses Hugging Face's role in the AI ecosystem, its business model, and the challenges faced by local AI development due to hardware limitations. There is appreciation for Hugging Face's contributions and concerns about potential consolidation or monopolization of resources.

    • Hugging Face's business model is sustainable and valuable to the AI community.
    • There might be a risk of consolidation due to resource constraints in the local AI space.
    Counterarguments:
    • Large model sizes and hardware limitations pose challenges for local AI development.
    • There's concern about the potential monopolization of resources by a few companies.
    AI AI Development, Open Source, Collaboration
  4. I found a Vulnerability. They found a Lawyer from dixken.de
    163 by toomuchtodo 3h ago | | |

    Article: 29 min

    A diving instructor discovers a severe security vulnerability in the member portal of a major diving insurer and responsibly discloses it, only to face legal threats from the company's law firm rather than constructive feedback or remediation efforts.

    Legal threats against security researchers can discourage responsible disclosure and harm public trust in organizations' commitment to data protection.
    • Incrementing numeric user IDs and static default passwords for accounts
    • Exposure of sensitive personal data including minors' information
    • 30-day embargo period before disclosure
    Quality:
    The article presents a clear, factual account of the incident without sensationalizing it.

    Discussion (79): 24 min

    The comment thread discusses the disconnect between security best practices and their real-world application in companies. The main concerns raised are about ignoring or suppressing reported vulnerabilities by management, lack of legal protections for security researchers, and the potential career risks associated with reporting such issues.

    • Security best practices are not being followed by companies
    • Companies often ignore or suppress security concerns raised by employees
    • There is a lack of real-world application for the focus on security in education
    Counterarguments:
    • Some argue that the author should have moved on after flagging the issue, not risking their career.
    • Others suggest that the author could have used a third party non-profit to report the vulnerability.
    Security Cybersecurity, Privacy
  5. Wikipedia deprecates Archive.today, starts removing archive links from arstechnica.com
    170 by nobody9999 3h ago | | |

    Discussion (95): 16 min

    The comment thread discusses concerns over Archive.today's reliability and trustworthiness, particularly regarding DDoS attacks against blogs and tampering with archived content. Users debate whether Wikipedia should continue using the service or switch to alternatives like Internet Archive or Perma.cc.

    • Archive.today has been directing DDoS attacks against blogs and tampering with archives.
    • There are concerns about the reliability of archive.today when it comes to current affairs.
    Counterarguments:
    • Archive.today has been used as a useful service for the average internet user.
    • Wikipedia could potentially use its own archiving system instead of relying on third-party services.
  6. OpenScan from openscan.eu
    37 by joebig 1h ago | |

    Article: 4 min

    The article is an advertisement for a service called 'OpenScan', which offers stable pricing, includes taxes and fees in shipping costs, and provides various 3D scans. It invites users to join their Discord community.

    • Offers stable prices since early 2022
    • All taxes and fees included in shipping cost at checkout

    Discussion (1):

    More comments needed for analysis.

    Business Marketing
  7. Facebook is cooked from pilk.website
    451 by npilk 3h ago | | |

    Article: 6 min

    The article discusses the significant changes in Facebook's content feed over the years, focusing on the shift towards AI-generated content and explicit imagery that seems to cater more to a younger audience.

    • Content feed dominated by AI-generated images and explicit content
    • Shift towards a younger demographic in terms of content preferences
    Quality:
    The article presents a personal opinion on the evolution of Facebook's content feed, with some subjective analysis and anecdotal evidence.

    Discussion (302): 1 hr 22 min

    The discussion revolves around the perceived decline in genuine human interaction and quality content on social media platforms, with a focus on AI-generated content's prevalence. Users express concerns about privacy, algorithm-driven recommendations, and the shift towards commercial content over personal sharing. The debate also touches on political propaganda and misinformation spread through state-sponsored sources or bots. Alternative communication methods like group chats are highlighted as emerging trends.

    • Social media platforms have evolved from personal sharing spaces to commercial content-driven environments.
    • Privacy concerns and the decline of genuine human interaction are significant issues on social media.
    • AI-generated content has become prevalent, raising questions about authenticity and user engagement.
    • The traditional social networking features have declined in favor of more niche interest-based communities.
    Counterarguments:
    • Some users argue that the platform's design encourages engagement through AI-generated content as an optimization strategy for user retention.
    • Others suggest that the issue lies with individual user behavior, such as engaging with sensational or controversial content.
    • There is a belief that social media platforms are not intentionally serving AI-generated content but rather responding to user preferences and interactions.
    • Some users claim that the decline of genuine human interaction can be attributed to personal choices rather than platform design.
    Social Media Facebook
  8. Show HN: Mines.fyi – all the mines in the US in a leaflet visualization from mines.fyi
    15 by irasigman 59m ago | |

    Article:

    Mines.fyi is an interactive leaflet visualization that maps all the mines in the US, providing information on their type, commodity, status, and operator.

    - The map could raise awareness about mining activities, their environmental impact, and potential for resource management.
    • All the mines in the US are visualized on a leaflet map.
    • Information includes type (Coal & Metal), commodity, status (Active, Intermittent, Abandoned, Temporarily Idled, NonProducing), and operator details.
    Quality:
    The article provides clear and factual information without any bias or promotional content.

    Discussion (6):

    Users are discussing a visualization of US mines created using MSHA's public datasets, with questions about data accuracy and completeness, as well as inquiries into asbestos hazards.

    • user1's data visualization
    Counterarguments:
    • user5's mention of missing information
    Geospatial GIS Visualization, Environmental Data
  9. Blue light filters don't work – controlling total luminance is a better bet from neuroai.science
    67 by pminimax 4h ago | | |

    Article: 28 min

    The article discusses the effectiveness of blue light filters in improving sleep and controlling circadian rhythms, debunking the common belief that they work by explaining the underlying mechanisms of human light perception and the role of ipRGCs (intrinsically photosensitive retinal ganglion cells). It also explores alternative methods for better sleep quality.

    • The suprachiasmatic nucleus (SCN) is the brain's master circadian clock, and ipRGCs play a crucial role in resetting it through ambient light exposure.
    • Alternative methods such as using dark mode, decreasing screen brightness at night, increasing daytime light exposure, and taking melatonin are more effective for controlling circadian rhythms and improving sleep quality.
    Quality:
    The article provides a detailed analysis of the topic, backed by scientific research and evidence.

    Discussion (107): 31 min

    The comment thread discusses the effectiveness of blue light filters and night shift modes in reducing eye strain and improving sleep quality. Opinions vary on their efficacy, with some personal experiences supporting their benefits while others question the lack of scientific evidence. The debate is moderate, with a focus on individual differences and the potential placebo effect.

    • There is a lack of scientific evidence to support the health benefits of blue light filters
    Counterarguments:
    • The effectiveness of blue light filters varies between individuals
    • Scientific evidence for the health benefits of blue light filters is lacking
    Healthcare Sleep Disorders, Neuroscience
  10. Making frontier cybersecurity capabilities available to defenders from anthropic.com
    80 by surprisetalk 4h ago | | |

    Article: 7 min

    Claude Code Security, a new AI-powered cybersecurity tool developed by Claude Code on the web, is now available in a limited research preview. It scans codebases for security vulnerabilities and suggests targeted software patches for human review, aiming to help teams find and fix issues that traditional methods often miss.

    AI could potentially automate security tasks more efficiently, reducing human workload but also increasing the risk of AI-generated false positives if not properly validated by humans. It may lead to a shift in cybersecurity strategies and practices.
    Quality:
    The article provides clear information about the tool's capabilities and limitations, without overly promoting or downplaying its effectiveness.

    Discussion (29): 5 min

    The comment thread discusses AI vulnerability scanners, with opinions ranging from skepticism about AI's creative thinking in security assessment to agreement on their effectiveness in identifying complex vulnerabilities. The community debates the openness of discussing AI tools and the role of human verification in reducing false positives.

    • AI vulnerability scanners can help automate away busywork in security
    • AI agents are capable security engineers
    Counterarguments:
    • Skepticism about AI's ability to think creatively in security assessment
    • Stature of vulnerability researchers matters when discussing AI tools
    Cybersecurity AI-powered cybersecurity tools, Enterprise solutions, Open-source collaboration
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