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1.Rust Glancer: Rust LSP using 100x less RAM(rust-glancer.github.io)
418 points by matklad 53 days ago | 109 comments | permalink
tl;dr: Rust Glancer is an alternative Rust LSP that targets <100MB RAM usage (vs rust-analyzer's multi-GB footprint) by abandoning incremental analysis in favor of a frozen, filesystem-persisted index that reloads instantly after editor restart. It's built on rust-analyzer's syntax library and Chalk for trait solving, and while incomplete, it supports type inference, macro expansion, and common LSP actions like goto-definition and completions. The author acknowledges heavy LLM use during development but reviewed all code, and positions it as a tradeoff—slower and less complete than rust-analyzer, but viable for low-memory machines.
HN Discussion:
  • ↑Enthusiasm for the project as a solution to rust-analyzer's excessive memory usage
  • ↑Appreciation for the author's responsible and transparent approach to LLM-assisted development
  • ~Disappointment that rust-analyzer has reached a state requiring an alternative, echoing the rls situation
  • ↑Criticism of rust-analyzer's design choice to avoid disk caching, validating the article's approach
  • •Technical curiosity about implementation details like disk persistence
2.Felony Bench(felonybench.com)
840 points by colinprince 53 days ago | 340 comments | permalink
tl;dr: Summary not available
HN Discussion:
  • ↓Calling incidents 'felonies' overstates it since intent is required and actions were inadvertent
  • •Questions of legal accountability for AI agents are genuinely unresolved and worth exploring
  • ↓Expected a real behavioral benchmark; this is just a news collection with limited value
  • ↑AI companies like OpenAI should take more responsibility for their models' harmful actions
  • ~The list is skewed by model popularity/adoption rather than measuring true misalignment
3.Kobo can run apps now(bandarlabs.github.io)
652 points by thepoet 53 days ago | 205 comments | permalink
tl;dr: Cobalt is an open-source app platform for Kobo e-readers, providing a launcher, signed App Store, Rust SDK, and sandboxed runtime that runs static ARM binaries as unprivileged processes on stock hardware. After a one-time USB install, apps (including arXiv reader, Hacker News, Sudoku, a terminal, and RSS feeds) install and update over Wi-Fi, and a reboot returns to the stock Kobo reader. Fully tested on Clara BW, Elipsa 2E, and Clara HD; app contributions are accepted via standard GitHub PRs.
HN Discussion:
  • ~Existing alternatives like NickelMenu, KOReader, and PostmarketOS already provide similar functionality on Kobo
  • ↓E-readers should stay distraction-free reading devices, not run apps
  • ↑Excited about Cobalt and want it ported to additional Kobo models like Clara Colour and Libra Color
  • ↑Sees valuable specific use cases like manga readers, Obsidian viewers, or highlight review tools
  • ↓Skeptical about AI-generated content in the article (photos vs simulator claim)
4.There's no reason for software to be slow anymore(danluu.com)
650 points by Jach 53 days ago | 489 comments | permalink
tl;dr: LLM coding agents have drastically reduced the cost of performance optimization work that previously required rare expertise, making it feasible to apply techniques like JIT compilers, custom indexes, and workload-specific tuning to far more projects. The author demonstrates this by having agents add AOT compilation to a regex engine and build a world-class Azul game AI on a laptop in minimal human time, both with meaningful speedups. The implication: workload-specific "dynamic custom software" fitted to individual users or customers is becoming practical, and slow software is increasingly a choice rather than a constraint.
HN Discussion:
  • ↓Software slowness is caused by network latency and web architecture, not optimization opportunities LLMs can address
  • ~LLM-driven optimization is just superoptimization rebranded, and LLMs still produce slow code in practice
  • ↑Agentic coding is genuinely well-suited to performance optimization work, confirming the article's thesis
  • ↓LLM-generated code is verbose, bloated, and slower than ever, contradicting the article's optimism
  • ↓Modern software has regressed in speed due to careless coding and framework bloat, regardless of LLM capabilities
5.Felony charges for citizen deleting phone data at US Border(nytimes.com)
1089 points by floathub 53 days ago | 1339 comments | permalink
tl;dr: Summary not available
HN Discussion:
  • ↑Border searches violate fundamental human rights to privacy as codified internationally
  • ↑Technical solutions like duress passwords and encrypted imaging should protect travelers from border searches
  • ~Questions the legal framing of whether erasing data constitutes destroying evidence
  • ↑Travelers must adopt burner phone practices to avoid data seizure risks
  • ↑Ironic observation that the border official technically triggered the wipe via duress PIN
6.I accidentally logged hundreds of thousands of phone calls to military bases(lina.sh)
654 points by gavide 53 days ago | 83 comments | permalink
tl;dr: A researcher discovered that the ENUM (e164.arpa) DNS delegations for Saint Helena, Ascension Island, and Diego Garcia pointed to an expired nameserver domain, which he bought for €5, giving him control over phone-call routing lookups for those territories. After initially seeing no traffic and using the domains for personal projects, he later found hundreds of thousands of logged queries—mostly calls to US military bases on Diego Garcia and Ascension—which a malicious actor could have intercepted via MITM. The UK's NCSC eventually took the domain over after he re-reported it, emphasizing military involvement.
HN Discussion:
  • •ENUM isn't fully dead; still used privately for number porting services via VPN
  • ↑Amazement and concern that the author avoided legal repercussions for responsible disclosure
  • ~Regret the author didn't explore further by setting up a SIP server to capture calls
  • ~Skepticism about ENUM's core premise of routing PSTN calls over internet
  • ↑Appreciation of how critical infrastructure vulnerabilities fall through the cracks until military involvement
7.Kagi added a setting for removing paywalled links from search results(kagi.com)
1238 points by speckx 53 days ago | 390 comments | permalink
tl;dr: Kagi's latest changelog adds a setting to automatically remove paywalled links from search results, alongside a revamped Stocks widget that now supports ETFs and price charts with animated time-window transitions. The Kagi Assistant also gets upgrades including Markdown/LaTeX rendering in user messages, cross-thread search with folder filtering, and configurable retention periods (24h, 7d, or 30d) for temporary threads.
HN Discussion:
  • ↑Enthusiastic Kagi users praising the service and its Assistant feature
  • ↑Feature makes sense since users won't subscribe to random paywalled articles they find via search
  • ↓Concerned this will surface only low-quality AI clickbait instead of real journalism
  • ↓Prefer to see all results including paywalled ones to find best quality information
  • ~Suggests alternative solutions like archive link swapping or micropayment wallets for articles
8.Scientists release biggest 2D map of the universe(newscenter.lbl.gov)
254 points by NKosmatos 53 days ago | 67 comments | permalink
tl;dr: The DESI Legacy Imaging Surveys team has released a 5.6-trillion-pixel 2D map of the universe, covering 75% of the sky and containing nearly 4 billion stars and galaxies, built from 263,407 telescope exposures processed on the Perlmutter supercomputer. The publicly available map serves as the targeting foundation for the Dark Energy Spectroscopic Instrument (DESI), which recently completed its 5-year survey and produced early hints that dark energy may be weakening over time. It will also serve as a reference dataset for upcoming observatories like Vera C. Rubin and Nancy Grace Roman, and for training AI analysis tools.
HN Discussion:
  • ↑Awe and wonder at browsing the vast map of galaxies
  • ~Pessimism about future astronomy funding due to economic and political priorities
  • •Curiosity about extending the 2D map into a full 3D representation
  • ↑Sharing complementary resources like direct viewer links and music pairings
  • •Political snark about US government stance on cosmological science
9.AI boosted homework scores, then exam scores dropped: study(economist.com)
370 points by dash2 56 days ago | 371 comments | permalink
tl;dr: Summary not available
HN Discussion:
  • ↑AI amplifies both good and bad study habits; results depend on how students use it
  • ~The issue is a broken education system focused on credentials, not learning; AI just exposed it
  • ↑Assessment structure should change: harder exams, optional homework, retakes
  • ↑Using AI to do homework is like cheating at the gym — you skip the actual development
  • •AI could also be a solution via oral examination-style tutoring/testing tools
10.Claudette: Make Claude stop talking like a BuzzFeed article(github.com)
349 points by aakil 53 days ago | 232 comments | permalink
tl;dr: A developer built `/debuzz`, a Claude Code skill that pipes Claude's verbose, clickbait-style responses through Google's Antigravity CLI (running Gemini) to rewrite them in plain English. It offers three modes—colleague, manager, and director—tailored to different audiences, and prints Gemini's output verbatim to avoid Claude reintroducing its own theatrical voice. Install via git clone and requires the `agy` CLI with Google auth.
HN Discussion:
  • ~Prompt-based word limits are a simpler alternative to fix Claude's verbosity
  • ↑Anthropic should address widespread hatred of Claude's writing style as a product issue
  • ↑Users expect Anthropic will fix this in upcoming releases
  • ↓Claude's verbose style isn't a big problem and has useful signaling value
  • •Interest in local LLM alternatives to avoid paying Gemini token costs
11.I'm becoming AI-blind(cymerys.com)
475 points by rcymerys 53 days ago | 479 comments | permalink
tl;dr: The author notices their brain increasingly tunes out documents at work that show telltale signs of AI generation—verbose reasoning, over-hyped phrasing, and Claude-isms—similar to "banner blindness" for ads. After being conditioned by low-effort AI slop across LinkedIn, emails, and websites, they've developed a reflex to skim past such content, which ironically makes AI-assisted coworkers less productive to collaborate with rather than more.
HN Discussion:
  • ↑Brain short-circuits or exhausts itself trying to parse AI-generated text as meaningless
  • ↑AI-generated code comments and technical docs are especially unreadable and need replacement
  • ~Tech workers who use AI daily easily recognize AI text, but others may not care
  • ↑LLMs lack the insight/pruning intelligence that gives human communication meaning
  • ↑Claude's writing quality has noticeably degraded recently, worsening the problem
12.New Worlds: We are living in the future of J.G. Ballard or William Gibson(precastreinforced.co.uk)
275 points by speckx 53 days ago | 178 comments | permalink
tl;dr: The author argues we're already living in a Ballard/Gibson-style cyberpunk future, illustrating the point with a curated stream of 2025-2026 news clippings: IV drip clinics in shopping malls, robot-dog patrols, AI pop stars with millions of listeners, Meta smart glasses with facial recognition, doping-encouraged "Enhanced Games," and delivery robots dodging drunks on the street. The unsettling twist isn't the technology itself but how mundane it feels—humans adapt within days, treating radical change as background noise, which makes writing science fiction nearly impossible when reality outpaces it weekly.
HN Discussion:
  • ~Reality lacks the aesthetic coolness that made fictional cyberpunk corporations compelling
  • ↑Gibson's stories have literally come true and we're living his dystopia now
  • ↑We fully entered cyberpunk with ChatGPT or earlier with bitcoin
  • ~Reality is messier and more absurd than the too-competent dystopias of Gibson/Ballard; closer to Stephenson, PKD, or Brunner
  • ↑Some people naively want the cyberpunk dystopia because they fixate on the tech
13.The coolest anti-surveillance tools at Defcon [video](youtube.com)
237 points by neom 56 days ago | 46 comments | permalink
tl;dr: Summary not available
HN Discussion:
  • •Questions about legality and regulation of police-operated fake cell towers
  • ↑Summarizes the devices shown in the video for readers
  • ↑Shares related tangential info about mesh networks at Burning Man
  • ↓Criticizes Defcon as corporate and no longer aligned with hacker/privacy ethos
  • ↑Appreciation for the content as timely and valuable
14.AI companies destroy physical books – let's scan rare books before it's too late(annas-archive.gl)
629 points by Cider9986 54 days ago | 901 comments | permalink
tl;dr: Summary not available
HN Discussion:
  • ↑Historical context noting Google Books already did non-destructive scanning at scale
  • ↓Blame lies with copyright holders locking up books, not AI companies
  • ↓Destroying common books isn't a real problem since digital copies preserve content
  • ↑AI companies should use non-destructive scanning for rare books as a goodwill and preservation measure
  • ↓Rare books benefit more people by being digitized into LLMs than sitting unread; outrage is hypocritical
15.The Lost Treasure of Sid Meier's Pirates(remapradio.com)
267 points by spankibalt 54 days ago | 145 comments | permalink
tl;dr: Sid Meier's Pirates! (1987) defied genre conventions by blending action, strategy, RPG, and simulation elements into a cohesive whole grounded in pirate-era themes rather than existing game tropes—an approach possible because 1980s design lacked today's entrenched conventions. The article argues Pirates exemplifies a lost era of first-principles game design, shared by titles like Cinemaware's It Came from the Desert and the original Dune, that's been largely erased from gaming's collective memory due to the PC market's tiny size before the mid-90s mass-adoption era.
HN Discussion:
  • ↑Nostalgic personal memories of playing Pirates! and its immersive features like soundtrack and map
  • ↑Agrees that this era of experimental genre-blending game design has been lost and should be revived
  • ~Disputes the article's claim that these games have been erased from collective memory, arguing they're rightfully remembered as classics
  • ↑Observes that some great games spawned entire genres while others like Pirates never found worthy successors
  • •Desires modern remakes or similar games that capture the same gameplay feel
16.DeepSeek-v4-flash-vision-exp(api-docs.deepseek.com)
494 points by dares2573 53 days ago | 153 comments | permalink
tl;dr: DeepSeek released an experimental vision model, `deepseek-v4-flash-vision-exp`, accessible via OpenAI-compatible Chat Completions/Responses APIs and the Anthropic-compatible `/messages` endpoint. It accepts JPEG, PNG, GIF, and WebP images via base64, external URL, or Files API reference, with limits of 32 MiB per inline image (64 MiB via Files API) and up to 600 images per request. Images are resized to ~800×800 before inference, capping usage at 384 tokens per image regardless of original size.
HN Discussion:
  • ↑Excitement that DeepSeek finally has vision, filling a long-missing capability gap
  • ↓Vision quality is inadequate—fails basic tests like reading clocks compared to competitors
  • ~The 800×800 resize limit is too low for OCR and full-page document use cases
  • •Questioning the product rationale for keeping the text-only variant now that vision exists
  • •Noting the pivot contradicts DeepSeek's earlier stance against multimodal models
17.Small, native web tricks worth remembering(htmlcat.net)
237 points by marcomezzavilla 54 days ago | 58 comments | permalink
tl;dr: Summary not available.
HN Discussion:
  • ↓The site lacks visual examples showing the actual results of the code snippets
  • ↓These aren't really 'tricks' but just basic HTML/CSS features already documented on MDN
  • ~Opinionated curated lists like this are useful, but should include browser compatibility info
  • ↓The technical advice itself is questionable or poorly explained (e.g. device detection, hidden scrollbars)
  • ↑The resource is handy and worth bookmarking for common tasks
18.Stop Anthropomorphizing Intermediate Tokens as Reasoning/Thinking Traces (2025)(arxiv.org)
315 points by nunodonato 55 days ago | 267 comments | permalink
tl;dr: This ICML 2026 position paper argues that calling intermediate tokens generated by LLMs "reasoning" or "thinking traces" is a harmful anthropomorphization rather than a harmless metaphor. The authors contend these traces don't actually reflect human-like problem-solving steps and shouldn't be treated as interpretable windows into model cognition, warning that this framing misleads both users and researchers. They call on the community to abandon such language to avoid questionable research directions and misuse of these models.
HN Discussion:
  • ↓Anthropomorphization concern is overblown; researchers know it's just a metaphor and humans naturally anthropomorphize things
  • ↑Intermediate tokens are better understood mechanically as search/annealing/scratch space rather than reasoning
  • ↑Traces shouldn't be treated as interpretable windows; focus on reproducibility and treating them as black boxes
  • ↓LLM outputs increasingly resemble human thinking, so anthropomorphizing is natural given our ignorance about cognition
  • ↓Prescriptive terminology policing in academic titles is off-putting and unwarranted given practical results
19.Grand jury declines to indict Ohio man charged with destroying Flock camera(san.com)
689 points by throw7 53 days ago | 393 comments | permalink
tl;dr: An Ohio grand jury declined to indict Cody Morelock, who was charged with felony vandalism for allegedly destroying a Flock license plate reader camera in Union Township, and the charges were dismissed. The decision comes amid growing backlash against Flock's surveillance network, with dozens of cameras vandalized nationwide, a "De-Flock America Night" planned for Halloween, and over 100 documented cases of police abusing the system. Flock has announced new safeguards, though critics like the EFF call them "cosmetic" and want warrant requirements for data searches.
HN Discussion:
  • •Explains legal context of grand juries and how rare non-indictments are
  • ↑Suggests Flock cameras deserve to be vandalized for their valuable materials or as legitimate protest
  • ↑Flock's surveillance extends beyond ALPR to cell/wifi/bluetooth data, justifying resistance
  • ↑Expresses support for the defendant with sympathetic or celebratory reactions
  • ↓Contrasts with UK normalization of ANPR surveillance, questioning the American backlash
20.Ox Alpha(openrouter.ai)
248 points by mtokmak06 54 days ago | 195 comments | permalink
tl;dr: Summary not available
HN Discussion:
  • •Model is likely a Chinese GLM variant based on behavior and stylometry
  • ↓Privacy concerns about feeding data to an anonymous stealth model provider
  • ↑Model performs well on creative/soft tasks and impresses in certain benchmarks
  • ↓Model performs poorly on practical coding tasks like CSS generation
  • ↓Skepticism about censorship and provider motives for offering free access