Hacker News
1Kagi Translate now supports LinkedIn Speak as an output language
- Kagi Translate is a translation service that offers multiple features including text translation, proofreading, dictionary lookup, document translation, and website translation. Users can input up to 20,000 characters of text or URLs, choose between different translation quality levels like LinkedIn speak, Standard, and Best, and access the service through a web interface with options to log in or try for free.
Creative translation examples
Users shared humorous translations of famous texts like the Gettysburg Address and Navy Seal copypasta into LinkedIn corporate speak, with particular praise for phrases like "accountability phase" and "team members who gave everything to ensure the brand could live on."Kagi translate's flexibility
Discussion revealed that Kagi's translator accepts any custom "language" in URL parameters, allowing translations into styles like "Trump speak," "pirate speak," and "Hacker News speak," essentially functioning as an uncensored LLM wrapper.Iterative translation degradation
Users discovered that repeatedly translating between English and LinkedIn speak creates progressively more absurd results, demonstrating how corporate jargon can spiral into meaningless buzzword combinations through multiple iterations.
2Reddit User Uncovers Who Is Behind Meta's $2B Lobbying for Age Verification Tech
- A Reddit researcher revealed Meta spent over $2 billion through nonprofit shells across 45 states to push age verification laws requiring Apple and Google to build surveillance systems into devices, while exempting Meta's own platforms from the same requirements.
Duplicate content handling
Multiple users pointed out this was a duplicate of a discussion from 4 days ago with 554 comments. There was debate about whether duplicates are acceptable for big stories, with references to xkcd about not being dismissive of reposts.Identity of perpetrators
A user noted that the article doesn't answer who is behind the incident being discussed.Meta-commentary on duplicate flagging
Users observed the irony of posting duplicate "[dupe]" comments and questioned one account's pattern of primarily posting such notices.
3Leanstral: Open-source agent for trustworthy coding and formal proof engineering
Formal verification vs traditional testing
Discussion centers on how executable tests and formal specifications provide better documentation and regression prevention than traditional docs. Participants debate whether tests should encode implementation details vs behavior, with emphasis on TDD approaches.Model performance and cost trade-offs
Users compare Leanstral's performance against Opus and other models, questioning whether cost savings justify lower performance. Discussion includes debate over quality vs control/trust and the practical value of running models locally.AI-generated code correctness
Conversation explores challenges with AI coding agents breaking existing features, the importance of human review, and whether formal verification can address issues like security vulnerabilities that aren't explicitly specified in requirements.
4US SEC preparing to scrap quarterly reporting requirement
- The SEC is preparing a proposal to make quarterly earnings reporting optional for companies, allowing them to report results twice yearly instead. The proposal could be published next month and would require a public vote after comment period. Trump and SEC chair Atkins support the change to reduce short-term focus and costs, though critics worry about reduced transparency.
Information transparency vs. manipulation concerns
Debate over whether less frequent reporting benefits insiders with non-public information while harming retail investors, or if quarterly reporting creates perverse short-term incentives that damage long-term business strategy.Operational burden of quarterly reporting
Discussion on whether reducing reporting frequency from quarterly to bi-annual would free up corporate resources currently spent on 3-6 weeks of report preparation, allowing executives to focus better on business operations.24/7 trading and market liquidity concerns
Concerns that extended trading hours and 0DTE options expansion could create dangerous volatility during low-liquidity periods, potentially causing retirement savings crashes from 3am panic selling over non-news.
5Kagi Small Web
- Kagi Small Web is a platform that highlights genuine human voices from lesser-known corners of the internet, featuring recent posts from real people rather than corporate content. It aims to humanize the web by surfacing authentic stories and helping users discover personal blogs and individual creators in their search results.
Kagi's "small web" definition is too restrictive
Users criticize Kagi's narrow definition requiring RSS feeds and recent posts, excluding interesting static sites like expert resources and web experiments. Many feel it misses the essence of the "small web" as creative, non-commercial content.Kagi search quality concerns
Long-time Kagi users report declining search quality, with increasing AI-generated content and less relevant results. Some question whether it's still better than Google, though others remain satisfied with the service.Nostalgia for better web discovery
Discussion of StumbleUpon-like discovery tools and the decline of web search quality since 2010. Users miss when search engines could find specific content from half-remembered queries.
6The “small web” is bigger than you might think
- The author explored whether it would be possible to create a feed aggregator for the "small web" (non-commercial, personal websites) similar to what exists for the Gemini protocol. After analyzing Kagi's list of about 32,000 small web sites, they found that approximately 9,000 active sites produce around 1,251 updates daily, making a single-page aggregator impractical due to volume, though this demonstrates the small web's vitality and growth.
Discovery tools for small web content
Users shared various methods for discovering personal blogs and small websites, including shell scripts that pull random sites from indieblog.page, Kagi's SmallWeb directory with 32K curated sites, and Marginalia search engine that prioritizes authentic content over SEO-optimized results.Technical philosophy and encryption debate
A debate emerged about whether small web should reject encryption to limit commercial exploitation, with arguments for content-level signatures vs TLS, while others defended HTTPS as necessary protection against ISP injection and surveillance.Community authenticity and monetization concerns
Discussion focused on small web as a mindset prioritizing sharing over monetization, with debates about sustainable funding models, the challenge of maintaining personal sites without appearing abandoned, and nostalgia for authentic online communities.
7The American Healthcare Conundrum
- This healthcare cost analysis project has identified $98.6 billion in annual savings through three key issues: Medicare overpaying for over-the-counter drugs ($0.6B), US paying 7-581x more than other countries for identical prescription drugs ($25B), and commercial insurers paying 254% of Medicare rates for hospital procedures ($73B). The project uses open-source analysis of federal healthcare data to quantify waste and propose specific policy fixes to address the $3 trillion annual gap between US and peer nation healthcare spending.
Insurance perverse incentives
The ACA's medical loss ratio rule creates perverse incentives where insurers profit more from higher healthcare costs, since they can keep 15-20% of premiums. This encourages insurers to allow costs to rise rather than negotiate lower prices, as their absolute profits increase with higher spending.Administrative overhead and bureaucracy
The US healthcare system suffers from massive administrative waste, spending $1,055 per capita on administration versus $306 in Germany and $82 in Japan. This includes $496 billion annually on billing/insurance costs alone, with physicians spending $68,000 yearly on administrative tasks.Prescription drug pricing manipulation
Pharmacy Benefit Managers and insurers create elaborate systems that force patients into more expensive drug purchasing channels. A medication costing $25 at a local pharmacy might cost $125 through mandated PBMs, with cash payments often excluded from deductibles.