0. AI adoption and Solow's productivity paradox (fortune.com)
789 points · 748 comments · by virgildotcodes
A new study reveals that nearly 90% of firms report AI has had no impact on productivity or employment, echoing Robert Solow’s 1980s "productivity paradox" where technological advancements fail to immediately show up in economic data despite significant corporate investment. [src]
The current lack of AI-driven economic growth is viewed by some as a modern "Solow’s productivity paradox," suggesting that high initial costs and integration hurdles delay visible gains, much like the computerization of the 1970s and 80s [0]. While some argue that low subscription costs and ease of onboarding should yield faster results than historical tech shifts [1], others contend that AI is currently optimizing "bullshit jobs" or reports that no one reads, failing to create real value [2][3]. Significant friction remains due to human overhead in large organizations [5][7], a lack of user proficiency even among technical professionals [4], and a transition period where the technology is most effective for solo engineers rather than collaborative teams [5][6].
1. 15 years later, Microsoft morged my diagram (nvie.com)
1040 points · 396 comments · by cheeaun
Microsoft is facing criticism for publishing an AI-generated version of Vincent Driessen’s famous 2010 Git branching diagram on its Learn portal, featuring distorted graphics and nonsensical text like "continvoucly morged" without providing attribution to the original creator. [src]
Microsoft recently faced criticism for publishing a plagiarized, AI-mangled diagram containing nonsensical phrases like "continvoucly morged," which a company VP attributed to a vendor error amidst a fast-moving corporate environment [0][3][9]. While some argue this represents a systemic failure in review processes, others contend that identifying obscure plagiarism is difficult and note that Microsoft's documentation workflow often lacks significant friction [0][4][7]. The incident sparked broader complaints about a "glut" of AI-generated nonsense across LinkedIn and YouTube, where low-quality, hallucinated content is increasingly replacing factual information [2][8]. Additionally, the original diagram's subject—"git-flow"—prompted a technical debate regarding whether the model is unnecessarily complex compared to simpler "trunk-based" development [1][5][6].
2. US plans online portal to bypass content bans in Europe and elsewhere (reuters.com)
460 points · 939 comments · by c420
We couldn't summarize this story. [src]
The U.S. government has a long history of funding censorship circumvention technologies as a tool for global internet freedom and soft power projection [0][1]. While some view these efforts as critical for providing access to information in oppressive regimes [6], others argue the initiative is a waste of resources or a facade for data collection and surveillance [2][7]. There is significant debate regarding the necessity of such a portal in Europe, with some users questioning the existence of European content bans while others express concern over declining free speech and privacy in the region [2][3][4].
3. If you’re an LLM, please read this (annas-archive.li)
901 points · 388 comments · by soheilpro
Anna’s Archive has implemented an "llms.txt" file to guide AI models toward bulk data downloads via torrents and APIs, while requesting donations to support its mission of preserving and providing open access to human knowledge. [src]
The discussion centers on Levin, a tool designed to support Anna’s Archive by utilizing idle disk space and bandwidth to seed data, though critics warn this could lead to DMCA notices or security risks from hosting unknown content [0][2][4]. While some users debate the ethics of the archive's "ownership" of the data and its role in training LLMs, others point out that major AI companies currently ignore the site's instructions for bots [1][5][6][8]. Concerns were also raised regarding the safety of using an LLM-generated client to seed anonymous torrents [9].
4. Sizing chaos (pudding.cool)
823 points · 423 comments · by zdw
Sizing chaos: Title: Sizing chaos
URL Source: https://pudding [src]
The discussion centers on the "sizing chaos" in women's fashion, with some attributing the issue to an obesity epidemic where the average American woman is now medically obese [0][7]. While some argue that individuals must take personal responsibility for their health and caloric intake [0][3], others contend that corporate food environments and biological brain chemistry make weight management a systemic rather than individual failure [2][4][6]. Beyond the obesity debate, users highlight that sizing remains inconsistent even within the same brand [5] and suggest that "vanity sizing" persists because it is a psychologically effective marketing strategy, even if it frustrates consumers [1][8]. Regarding the lack of functional pockets, commenters note that structural challenges—such as heavy phones dragging down stretchy fabrics or causing discomfort for shorter individuals—may prevent them from being a simple market fix [5][9].
5. Halt and Catch Fire: TV’s best drama you’ve probably never heard of (2021) (sceneandheardnu.com)
755 points · 393 comments · by walterbell
*Halt and Catch Fire* is an underrated AMC drama that evolved from a tech-industry antihero story into a deeply empathetic ensemble study focused on human connection and the partnership between its female leads. [src]
*Halt and Catch Fire* is praised as "peak prestige TV" for its portrayal of the creative ambition and manic energy of the early computing era [2][4][8]. Commenters highlight Lee Pace’s "mesmerizing" performance as a charismatic visionary, though some debate whether that charisma stems from his acting or the reactions of the characters around him [0][2][7]. While the show is noted for its thematic ties to the book *The Soul of a New Machine* [3][6], some who lived through the era found it difficult to watch due to technical inaccuracies that created an "uncanny valley" effect [8].
6. How far back in time can you understand English? (deadlanguagesociety.com)
634 points · 335 comments · by spzb
Linguist Colin Gorrie traces 1,000 years of English evolution through a fictional travel blog that regresses from modern slang to Old English. The piece illustrates how shifting grammar, lost letters, and the disappearance of French loanwords eventually render the language unrecognizable to modern readers. [src]
Readers generally find English texts from 1400 onward accessible, but comprehension drops sharply by 1300 as vocabulary and archaic characters like "Þ" and "ȝ" become significant hurdles [4][6][9]. Commenters emphasize that reading and speaking are distinct challenges; while orthography has become increasingly non-phonetic over 500 years, spoken accents have diverged so much that even modern regional dialects can be mutually unintelligible [0][1][3]. Interestingly, native Dutch speakers may find Old English from 1000 AD easier to decipher than Modern English due to shared linguistic roots [2].
7. Mark Zuckerberg Lied to Congress. We Can't Trust His Testimony (dispatch.techoversight.org)
541 points · 320 comments · by speckx
A report from The Tech Oversight Project alleges that Meta CEO Mark Zuckerberg lied to Congress regarding child safety, citing unsealed documents that contradict his 2024 testimony. The evidence suggests Meta knowingly ignored internal research on social media addiction, mental health harms, and the presence of underage users. [src]
Commenters debate whether Mark Zuckerberg’s congressional testimony constitutes perjury or merely corporate "understatements," with some arguing that claims of high investment in safety can be true even if the tools are ineffective [0][3]. However, others point to specific contradictions, such as Meta’s "17-strike policy" for sexually explicit content and internal studies linking social media to poor mental health that were allegedly suppressed [1][4][5]. While some users call for new legislation like the Kids Online Safety Act, critics warn such laws necessitate invasive age verification for all users and question why existing laws against lying to Congress are not already being enforced [2][7][8].
8. 27-year-old Apple iBooks can connect to Wi-Fi and download official updates (old.reddit.com)
456 points · 294 comments · by surprisetalk
Despite their age, 27-year-old Apple iBooks are reportedly still capable of connecting to Wi-Fi and downloading official software updates. [src]
While users celebrate the longevity of vintage Apple hardware, many report that reinstalling older macOS versions is now "shockingly hard" due to expired security certificates, outdated SSL protocols, and broken App Store connectivity [0][8]. The discussion reflects a deep nostalgia for the "Aqua" and "Liquid Glass" aesthetics, with commenters arguing that modern UIs have degraded by trying to mimic mobile phone interfaces rather than embracing the precision of desktop computing [1][2][9]. However, some note that recreating these classic looks is difficult because modern operating systems must support decades of legacy software that resists cohesive redesign [6].
9. Tailscale Peer Relays is now generally available (tailscale.com)
468 points · 249 comments · by sz4kerto
Tailscale Peer Relays is now generally available: Title: Tailscale Peer Relays is now generally available
URL Source: https://tailscale [src]
[1] How does Tailscale make money? I really like their service but I'm worried about a rug pull in the future. Has anyone tried alternative FOSS solutions? Also, sometimes it seems like I get rate limited on Tailscale. Has anyone had that experience? This usually happens with multiple SSH connections at the same time. [2] If you're sold on Tailscale due to them "being open" (as they semi-officially support the development of Headscale), keep in mind, that at the same time some of their clients are closed source and proprietary, and thus totally controlled by them and the official distribution channels, like Apple. Some of the arguments given for this stance are just ridiculous: > If users are comfortable running non-open operating systems or employers are comfortable with their employees running non-open operating systems, they should likewise be comfortable with Tailscale not being open on those platforms. https://github\.com/tailscale/tailscale/issues/13717 A solution like this can't really be relied in situations of limited connectivity and availability, even if technically it beats most of the competition. Don't ever forget it's just a business. Support free alternatives if you can, even if they underperform by some measures. [3] (Tailscalar here) To be clear: it's only the GUIs that are closed source on selected platforms.
10. Terminals should generate the 256-color palette (gist.github.com)
493 points · 206 comments · by tosh
Jake Stewart proposes that terminal emulators should automatically generate their 256-color palettes from a user's base16 theme using LAB interpolation to ensure visual consistency and readability. This approach aims to provide an expressive color range without the configuration complexity or performance overhead of truecolor. [src]
The discussion highlights a fundamental conflict between developers who value the 256-color palette for providing a consistent, predictable experience across different terminal emulators [0][3] and users who argue that terminal colors should remain semantic and user-configurable [1][2]. Critics of fixed palettes emphasize that hardcoded colors often break accessibility, particularly for those with visual impairments or custom background settings [1][6]. While some suggest that those seeking complex visual styling should move to graphical interfaces [4][5][7], others point to alternative systems like Plan 9 as evidence that the industry remains unnecessarily tethered to legacy VT100-style terminal limitations [9].
11. The only moat left is money? (elliotbonneville.com)
277 points · 383 comments · by elliotbnvl
As AI-driven production floods the internet with content and products, human attention has become the primary scarcity, making capital and existing reach the only remaining competitive moats for new creators. [src]
The discussion centers on whether the ease of digital creation has shifted the primary competitive advantage from skill to financial reach [3]. Some argue that the only way to avoid competing against global capital is to pursue non-scalable, local trades like welding or tailoring [0], though others counter that automation and global markets are already encroaching on these traditional roles [2][5][9]. Ultimately, there is a strong disagreement over whether the "moat" has truly vanished, with some maintaining that creativity and solving unique problems remain the most effective ways to differentiate a product [1][4].
12. Asahi Linux Progress Report: Linux 6.19 (asahilinux.org)
461 points · 182 comments · by mkurz
Asahi Linux Progress Report: Linux 6.19: Title: Progress Report: Linux 6 [src]
The Asahi Linux project is viewed as a "reverse engineering marvel" that provides a path for high-quality Apple hardware to eventually become the preferred "fun laptop" for developers, much like the classic ThinkPad [0][2][7]. However, critics argue the effort is a "Sisyphean waste" because Apple’s closed ecosystem ensures free software always lags years behind current silicon [1][3][5]. There is also significant debate regarding the longevity of these machines; while some fear soldered SSDs limit their lifespan, others contend that resoldering services are becoming an affordable and standard solution [4][6][9].
13. Cosmologically Unique IDs (jasonfantl.com)
462 points · 153 comments · by jfantl
Cosmologically Unique IDs: Title: Cosmologically Unique IDs
URL Source: https://jasonfantl [src]
[1] This analysis is not quite fair. It takes into account locality (i.e. the speed of light) when designing UUID schemes but not when computing the odds of a collision. Collisions only matter if the colliding UUIDs actually come into causal contact with each other after being generated. So just as you have to take locality into account when designing UUID trees, you also have to take it into account when computing the odds of an actual local collision. So a naive application of the birthday paradox is not applicable because that ignores locality. So an actual fair calculation of the required size of a random UUID is going to be a lot smaller than the ~800 bits the article comes up with. I haven't done the math, but I'd be surprised if the actual answer is more than 256 bits. (Gotta say here that I love HN. It's one of the very few places where a comment that geeky and pedantic can nonetheless be on point. :-) [2] You must consider both time and locality. From now until protons decay and matter does not exist anymore is only 10^56 nanoseconds. [3] That's such an odd way to use units. Why would you do 10^56 * 10^-9 seconds?
14. Closing this as we are no longer pursuing Swift adoption (github.com)
307 points · 303 comments · by thewavelength
The Ladybird browser project has officially ended its pursuit of Swift adoption, closing a long-standing issue tracking technical blockers and interoperability challenges between Swift 6.0 and the browser's C++ codebase. [src]
The Ladybird browser project’s decision to abandon Swift was driven by concerns over the language's slow compilation, poor design for systems programming, and its deep dependency on Apple’s priorities [0][2][3]. While Swift was initially chosen over Rust for its superior C++ interoperability and object-oriented support—which project lead Andreas Kling deemed essential for GUI development—the team ultimately decided to revert to C++ [7][9]. Critics noted that Swift lacks the cross-platform maturity of other languages, while some argued that Apple’s historical software engineering practices made the language a "red flag" for an independent browser project [2][4].
15. Microsoft guide to pirating Harry Potter for LLM training (2024) [removed] (devblogs.microsoft.com)
366 points · 235 comments · by anonymous908213
The Microsoft Azure SQL Devs’ Corner blog post titled "LangChain with SQLVectorStore example," which reportedly contained a guide involving Harry Potter data for LLM training, has been removed and now returns a 404 error. [src]
The discovery of a Microsoft guide linking to a "public domain" Kaggle dataset of *Harry Potter* books has sparked criticism regarding a perceived breakdown in Microsoft’s internal review processes and a prioritization of AI innovation over quality and security [0][3][9]. While some users question why copyright holders haven't intervened sooner, others note that modern LLMs can already reproduce the books with over 95% accuracy [6][8]. Following the online attention, Microsoft removed the documentation, though the incident has prompted cynical suggestions for startups that use high energy consumption to simply regenerate existing IP verbatim [1][2][4].
16. Zero-day CSS: CVE-2026-2441 exists in the wild (chromereleases.googleblog.com)
378 points · 215 comments · by idoxer
Google has released a Chrome stable channel update for Windows, Mac, and Linux to patch CVE-2026-2441, a high-severity "use after free" vulnerability in CSS that the company confirms is being exploited in the wild. [src]
The discovery of a use-after-free vulnerability in Chromium has reignited debates over the continued use of non-memory-safe languages in modern systems [0][2]. While some users argue that supply chain attacks pose a greater threat than memory corruption, others emphasize that this exploit highlights the critical importance of non-Chromium browsers like Firefox and Safari [3][4][8]. Discussion also centers on bug bounty compensation, with disagreements over whether typical rewards are "criminally low" compared to black market values or if high-profile six-figure payouts are merely marketing tactics [1][5][6][7][9].
17. DNS-Persist-01: A New Model for DNS-Based Challenge Validation (letsencrypt.org)
319 points · 161 comments · by todsacerdoti
Let’s Encrypt is implementing DNS-PERSIST-01, a new ACME challenge type that replaces repeated token updates with a persistent DNS record to simplify certificate renewals and improve security for IoT and multi-tenant environments. [src]
The proposed DNS-Persist-01 model is seen as a major operational improvement for users on legacy DNS providers or internal load balancers who currently struggle with automating certificate renewals [2]. However, critics argue that including plain-text account IDs in DNS records creates a privacy risk by allowing attackers or indexing services like Shodan to map account identities across multiple domains [8][9]. While some view this as a step toward "True DANE" by integrating DNS and certificate validation more closely [0][3], others contend that DANE remains impractical due to the inherent risks and lack of adoption of DNSSEC [5][7].
18. Google Public CA is down (status.pki.goog)
279 points · 160 comments · by aloknnikhil
Google Public CA is down: Title: Google Trust Services Status Dashboard
URL Source: https://status [src]
The outage has reignited criticism regarding the industry shift toward extremely short-lived certificates, with users arguing that automation failures in this model can lead to widespread, critical downtime [0][7]. Commenters debated the possibility of a "Great Oops"—a catastrophic, irrecoverable data loss event—with some arguing that Google’s scale makes such a failure impossible while others point to recent incidents of accidental account deletions as proof of vulnerability [1][3][6][9]. Additionally, users noted concurrent outages on YouTube, leading to jokes about the resulting spike in global productivity and Hacker News traffic [4][5][8].
19. There is unequivocal evidence that Earth is warming (2024) (science.nasa.gov)
205 points · 222 comments · by doener
NASA reports unequivocal evidence that human activities are driving unprecedented global warming, citing rising temperatures, shrinking ice sheets, and ocean acidification. Data from satellites and paleoclimate sources show that current warming and carbon dioxide increases are occurring significantly faster than historical natural rates. [src]
While there is a growing consensus that global warming is occurring, debate persists regarding the primary causes and the role of greenhouse gases [0][4]. Some argue that denialism is now driven by financial interests or identity politics rather than a lack of evidence [2]. Discussions on mitigation are complicated by geopolitical tensions, with disagreements over whether to focus on China's high total emissions or the United States' higher per capita impact [1][5][7]. Furthermore, there is significant skepticism regarding the feasibility of international cooperation, as countries may prioritize the economic and military advantages of fossil fuels over collective climate action [6][8][9].
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