Every Friday, two layers argue about what moved on Hacker News this week. One is stateless math: embeddings, clustering, and week-over-week scores. The other is an LLM analyst with a memory file, which reads the same numbers and says where it thinks they’re wrong. Both verdicts are below. How it’s built.
The analyst’s read
Written by the analyst layer and published unedited: an LLM’s read of the numbers above, not mine.
What to Notice This Week
Three things deserve a busy curator’s attention. First, the AI trade cracked this week, and the macro-financial story the ledger has tracked under operational cost has now gone fully systemic. Two new clusters capture it: “Big Tech financial performance and market volatility” (13 items, z 9.73 — Nasdaq into correction, “Nasdaq Sinks 5% as Investors Retreat from AI Trade After Election,” “$2.5T wiped from US stocks,” the Intel/$3.5T chip rout, a $300B private-equity debt wall) and the still-live financing clusters (AI company funding, data-center debt offloading). This is the sharpest expression yet of the AI-bubble anxiety — it has moved from “who holds the GPU credit risk” to a broad market repricing of the AI trade. It is the window’s dominant business signal and the math, by splitting it from the financing and layoff buckets, undersells the convergence.
Second, the $6.3B Binance heist is a real, large crypto-security event that connects to the North Korean supply-chain-attack thread the ledger already tracks. “Major cryptocurrency exchange wallet breaches” (19 items, z 7.94 — the fake-job-interview vector, the 20-minute execution, blockchain-intelligence attribution to North Korea) is near-duplicate coverage of a single heist, but the fake-interview social-engineering vector ties it to the broader offensive-security and supply-chain storyline. Worth a mention as an event, not a standing theme.
Third, the data-center backlash scored a concrete political win. Inside “Data center environmental and community impact” (71 items), “US voters roundly reject data centers in ballot measures” lands the same week as the EPA scrapping public-review rules and the Google-Finland halt. The infrastructure-politics story now has electoral teeth.
Ledger housekeeping: the board is mechanically flooded with “fading” statuses — a 12-week-window aging artifact, not a collapse of interest — and I’m reading those skeptically. No new durable themes this window; the market-volatility and Binance spikes are folded into existing storylines or flagged as events. All non-retired themes carry forward. AI and Mathematics stays Accelerating. Cryptographic Trust & Runtime Failures, AI Systems Evaluation & Operational Cost, and Surveillance, Privacy Law & Accountability remain the live load-bearing beats.
AI financing, cost & the market repricing
The dominant signal, now escalated. “Big Tech financial performance and market volatility” (13 items, z 9.73) is a genuine new macro bucket — the post-election retreat from the AI trade, the Intel collapse spreading into a $3.5T chip rout, the private-equity debt wall. It sits atop “AI company funding and acquisition deals” (218 items: Nvidia/Hugging Face chatter, OpenAI revenue shortfalls, Anthropic-as-supply-chain-risk) and the data-center-debt offloading inside the infrastructure cluster. Folding the market-volatility arm into the operational-cost theme as its systemic-risk escalation — this is no longer a niche financing concern but a broad repricing event.
Cryptographic Trust & Runtime Failures
Quieter this window but live. “CPU and hardware security vulnerabilities” (26 items, emerging, z 4.1: the TCP use-after-free CVSS 9.8, Linux kernel vulnerabilities, DRAM fault injection, pwn.college) carries the runtime-and-hardware arm; the RSA/factorization thread (“RSA factorization and cryptographic key breaking,” 14 items: Claude revealing ECDSA curve origins, forging 1024-bit RSA signatures) and the residual eMudhra certificate cluster persist. No new CA or compression-library RCE this week, but the storyline holds. Keeping Emerging.
AI and Mathematics
Still accelerating in substance. “Computational Complexity and Algorithm Efficiency” (7 items: “The Exponential Time Hypothesis Is False,” OpenAI’s faster-FFT math, “three new discoveries”), “Lean Explained with TypeScript” (10 items: Classification of Finite Simple Groups in Lean, Lean verified kernels, the Stacks Project formalized, Tao on Lean reliability), “AI Settles a 25 Year-Old Problem” (130 items: the Navier–Stokes solution, formalizing Fermat), and “Integer multiplication below n log n” (5 items) keep the proof-and-verification storyline live. Keeping Accelerating.
Surveillance, Privacy Law & Accountability
Still the strongest coherent policy beat. “Flock Pitched a Plan to Turn Uber and Lyft Drivers into Roaming” (137 items: the Flock camera hack, “License plate reader searches should require a warrant,” a YouTuber visited after building a Flock-style tracker) anchors it; “ICE will release body cam video only when seen in the agency’s favor” (124 items: the ICE anti-left surveillance operation, the secret FISA ruling) carries the state-surveillance arm; “Illinois just told every operating system to start reporting” (30 items: age-verification laws, the California Linux/GPL exemption, Ofcom conceding on 4chan, a Toronto VPN quitting Canada) is the lawful-access-and-age-verification rider. Keeping Emerging.
Carried-forward ledger themes
AI-Enabled Offensive Security — “Fuzzing the Gleam Compiler” (101 items, steady: OpenAI agents attacking RubyGems, the LiteLLM PyPI credential-stealer, OpenCode credential leak, “containment failures are to blame for AI hacking reports”), “Delta probes Wi-Fi deauth attack” (222 items: the Ledger spy-chip implant, residential proxies on the White House network), and the Binance fake-interview vector keep it well-supported; keeping Emerging. AI Systems Evaluation & Operational Cost — the market-repricing arm (above) plus “AI agents fake identities, target real people” (916 items: Microsoft quarter-workforce buyouts, “Anthropic’s best model struggles to attract users,” Ed Zitron predictions) and “Netflix Has Peaked” (9 items: Netflix ~6% cut, Canva 22%); keeping Emerging. Open-Weights Model Efficiency Race — “LFM2.5 2.6B model competitive with 4x larger models” (397 items: GPT-6 Astra/Sol/Luna, Mistral Large 4 open weights, weight-space programming) and “The CPU is back: Rethinking the CPU-GPU split for LLM inference” (49 items: ternary LLMs, breaking the 1.58-bit barrier); keeping Emerging. Cloud & Critical Infrastructure Under Attack — residual signal this window inside the war-infrastructure cluster (“Ukraine’s Strikes Wipe Out Wildberries’ Warehouses,” 79 items: Yandex datacenter strikes, Starlink arson) and “Incident with Pull Requests and Issues” (20 items: the GitHub August outage, GitHub-cooked tracker); the dedicated attack cluster has cooled; keeping Emerging. Lightweight Sandboxing & MicroVMs — “Docker Sandboxes” (4 items: disposable isolated sandboxes for AI agents, the Docker Agent, “Docker has always used microVMs”) and “We Rebuilt the Linux MicroVM Stack on Apple Silicon” (21 items: Mac-at-any-scale, Asahi progress); keeping Emerging. PostgreSQL Internals for Practitioners — “Making Postgres 300x faster for analytics” (48 items: PostgreSQL for Everything, sharded Postgres/Neki, “Postgres 19 is late”), “Asynchronous I/O in DuckDB” (12 items: DuckDB 2.0 LTS, AWS acquiring DuckDB), and “We turned off Pub/Sub” (7 items: Jepsen ParticleDB, wide events); keeping Steady. Language Rewrite Politics (Rust/Zig/Go) — “Enabling the next iteration of the Rust borrow checker on nightly” (45 items: Rust tier-1 at Microsoft, TypeScript-to-Rust port, Oxide Series D), “To Save C, We Must Save ABI” (104 items: Bend, 70 years of Fortran, C++26 disapproved), “C3 0.8.3” (6 items: Zig 0.17.0, MicroZig no-AI policy), “RISC-V is now officially supported by CPython” (10 items: Python 3.15, JIT removal), “Go 1.27” (5 items: SIMD in Go, generic methods), and “Rewriting in Rust” (17 items: Bun 1.4, Deno-to-Node); keeping Steady. Data Centers as Infrastructure Politics — “Data center environmental and community impact” (71 items: US voters rejecting data centers in ballot measures, EPA scrapping public-review rules, Google halted in Finland, banks offloading datacenter debt) plus “Facing 474 GW of interconnection requests, Texas hits pause” (17 items); keeping Steady, with the ballot-box win as a notable escalation. Web Bot Management & Scraper Defense — “A year of fighting scrapers on my 1.5 million-page website” (27 items: Cloudflare bot-traffic shifts, fingerprints-are-the-new-cookies, “breaking the open web won’t stop the bad bots”) re-qualified this window; holding Fading but noting the pulse. Open-Source AI Governance — “Debian has begun voting on the future of AI/LLM contributions” (24 items: Debian’s responsible-AI vote, “r/opensource bans all solo projects and projects using LLMs,” “I will no longer upload to NEW”) and the Debian/MicroZig policy items; keeping Emerging. AI and Mathematics — Accelerating (above). Surveillance, Privacy Law & Accountability — Emerging (above). AI-Enabled Offensive Security — Emerging (above). Prediction Markets Regulation — “CFTC declares market emergency, orders Kalshi to continue” (21 items: Utah’s felony charges against Kalshi and co-founders, the 9th Circuit siding with states, Polymarket’s paid-retweet program, the Kalshi-addiction NPR piece) plus the gambling-harm rider (“ER visits for gambling disorders doubled,” 8 items); keeping Emerging.
Noise and out-of-scope calls
Major cryptocurrency exchange wallet breaches (19 items, new, z 7.94) is a real, large event — the $6.3B Binance heist — but near-duplicate coverage of a single incident; surfaced as an event with an offensive-security tie, not a standing theme. Big Tech financial performance and market volatility (13 items, new, z 9.73) is a genuine signal but folded into the operational-cost theme rather than stood up separately. Visual and spatial capture applications (24 items, z 8.29) is a mislabeled cluster dominated by the viral HackerTube/HackerBooks/Wikihack “HN-content-as-media” meme — a one-week Show HN fad, not a spatial-computing trend; noise. Location and surveillance detection techniques (5 items: the Doppler-geolocation-from-aircraft-noise viral video, hidden-camera detection) is a small but genuinely interesting technical thread, borderline; watching. vaccine hesitancy and misinformation policy (11 items: measles resurgence, vitamin-K refusal, RFK Jr), Electric vehicles replacing combustion engines (17 items: BYD outselling US EVs, Europe EV share), US labor market trends (12 items), Declining birth rates (6 items), Modern dating trends (6 items), and the Israel/Gaza, USS-Lincoln, Trump-flight, yen-intervention, and tax-the-wealthy clusters are all out of scope for a data/AI radar. Notable figures deaths (25 items: Margaret Hamilton, Dolly Parton, Patrick Stewart retrospective, Salon’s goodbye) is the recurring obituary bucket — Hamilton’s passing is notable to the audience but the cluster is out of scope. The perennial fading buckets — retro computing (Commodore 64, Atari Falcon, os8088), BSDs (OpenBSD 8.0), Emacs 31, Haiku, quantum computing, amateur radio, e-readers, fonts, JPEG XL, Nixpkgs, terminal multiplexers, SDR, retro gaming/decompilation — remain noise. The mega-clusters “Retire the Abstractions” (332, programming-opinion grab-bag), “Show HN: 514” (526, Show HN), “Tax cuts for the wealthy” (246, macro-economics sentiment), “Workers Drilling in Romania Broke into a Cave” (92, general-curiosity), “Europe is the fastest warming continent” (80, climate), and “Does Silicon Valley Dream of Philip K Dick?” (38, tech-culture essays) are general-sentiment and showcase buckets whose exemplars don’t match their labels.
Disagreements: Market volatility (real escalation, folded into operational-cost rather than stood up alone); Binance heist (event, not a theme); HackerTube meme mislabeled as spatial capture; data-center ballot-box win (understated inside the big cluster); board-wide ‘fading’ statuses (window artifact).
Where math and analyst disagree
- Big Tech financial performance and market volatility (13 items, z 9.73, flagged new) — math: A new, extremely high-z standalone cluster about Nasdaq corrections, the chip rout, and stock wipeouts.; analyst: Real and important, but it is the systemic-risk escalation of the AI-financing storyline the ledger already tracks, not a separate trend — I’m folding it into AI Systems Evaluation & Operational Cost. (The exemplars (retreat from the AI trade, Intel/$3.5T chip rout, PE debt wall) are the same solvency-and-financing anxiety the operational-cost theme has carried for months, now expressed as a broad market repricing. Treating it as a standing theme would fragment one continuous storyline.)
- Major cryptocurrency exchange wallet breaches (19 items, z 7.94, flagged new) — math: A large new security cluster about exchange wallet breaches.; analyst: Near-duplicate coverage of a single event — the $6.3B Binance heist — not a durable trend; worth a mention as an event with a tie to the North Korean fake-interview supply-chain vector. (All 19 items are the same heist re-reported (the 20-minute execution, NK attribution, the fake job interview). The only durable connective tissue is the social-engineering vector, which belongs under AI-Enabled Offensive Security / supply-chain attacks rather than a new crypto theme.)
- Visual and spatial capture applications (24 items, z 8.29, flagged emerging) — math: An emerging cluster about visual and spatial capture applications.; analyst: Mislabeled — the cluster is dominated by the viral HackerTube/HackerBooks/Wikihack ‘HN-content-as-media’ Show HN meme, a one-week fad, not a spatial-computing trend. (The top exemplars (HackerTube, HackerBooks, HackerTV, Wikihack) are a self-referential HN meme burst; the single genuine spatial-capture item (dual-lens iPhone fusion) is from August. The high z is a transient novelty spike, not a durable storyline.)
- Data center electoral backlash (inside the 71-item infrastructure cluster) — math: Part of a steady ‘Data center environmental and community impact’ cluster.; analyst: The ‘US voters roundly reject data centers in ballot measures’ item is a notable escalation — the infrastructure-politics story now has electoral teeth — that the aggregate cluster view obscures. (A ballot-box rejection is a qualitatively different signal than permit disputes or protests; it marks the backlash maturing into formal political power, which merits specific callout rather than being averaged into a steady cluster.)
- Board-wide ‘fading’ statuses — math: The large majority of qualifying clusters are mechanically marked fading.; analyst: This is overwhelmingly an artifact of the 12-week window aging out the summer’s high-volume clusters, not a real collapse of interest; I’m holding most themes at substantive status. (Many ‘fading’ clusters (Postgres, Rust rewrites, AI math, surveillance) still carry fresh, high-quality exemplars this window. The mechanical growth ratio penalizes anything that peaked earlier in the window regardless of current relevance.)
Theme ledger
Added: none
Status changed: none
The clusters
Big Tech financial performance and market volatility
- Nasdaq plummets 4% into correction territory · 221 pts
- Intel stock collapse worsens as $3.5T chip rout spreads · 216 pts
- A $300B ‘Debt Wall’ Is Looming over Private-Equity Backed Companies · 171 pts
- Nasdaq Sinks 5% as Investors Retreat from AI Trade After Election · 161 pts
- $2.5T has been wiped from US stocks · 159 pts
- Nvidia and Micron Make Up 34% of America’s Earnings Boom · 157 pts
- Apple captures 50% of consumer revenue of the top half of the S&P 500 · 68 pts
- Wall Street closes sharply lower as AI cash burn fears spark tech selloff · 63 pts
- Investors wipe $2.5T off Nasdaq as blue tsunami prompts AI fears · 45 pts
- US Hedge Funds Just Sold Every AI Stock They Bought Since 2025 · 37 pts
- Global stocks tumble as AI panic grips markets after Democrats’ midterm success · 34 pts
- Chip stocks get slaughtered as Wall Street in worst post-midterm day since 1896 · 30 pts
- Wipeout for AI stocks sends Wall Street reeling and S&P 500 tumbles more than 3% · 20 pts
- Why Wall Street Is Ignoring Big Tech’s Debt · 13 pts
- Big Tech’s Capex Is Half of Wall Street’s Profit Growth · 13 pts
- AI stock selloffs fuel fears Big Tech’s best quarters are over · 13 pts
Major cryptocurrency exchange wallet breaches
- Binance-hacker-1029 – $5.6B stolen from Binance · 1529 pts
- North Korean fake job interview led to $6.3B Binance heist · 617 pts
- The $6.3B Binance hack was pulled off in just 20 minutes · 491 pts
- Blockchain intelligence firms link North Korea to $6.3B hack on Binance · 193 pts
- Steal My Bitcoin CTF PoC · 139 pts
- Hackers have withdrawn ~4k BTC (~$320M) from the Liquid Federation wallet · 118 pts
- Binance hackers used fake job interview to breach PC before $6.3B attack · 92 pts
- ‘Elite North Korean hackers’ blamed for $6.3B Binance hack · 66 pts
- Over $5B drained from Binance in apparent hack · 39 pts
- Bitcoin Suisse CEO: Switzerland has lost interest in cryptocurrencies · 28 pts
- October Binance Security Incident: Initial Findings and Response Update · 25 pts
- Binance says hackers used fake job interviews, AI tool to steal $6.3B · 24 pts
- Binance hot wallet drained of about $2.5B in tokens on Ethereum · 20 pts
- Crypto firm Binance covers 90% of losses after $6.3B hack · 20 pts
- North Korea Steals USD 6.36B from Binance in the Largest Hack in History · 19 pts
- Coldcard hardware wallet firmware flaw sees 2k BTC (~$130M) drained · 17 pts
- North Korea used LinkedIn, fake job interviews to trick Binance engineer · 15 pts
- Liquid Network Security Incident Assessment · 12 pts
- One of Binance Hot Wallets drained to a new account, funded by Tornado Cash · 12 pts
- French bank Crédit Mutuel Arkéa victim of a hack of more than 118M euros · 12 pts
Visual and spatial capture applications
- Show HN: HackerBooks – HackerTube, but for books mentioned on HN · 1634 pts
- HackerTube: YouTube built from videos recommended by HN · 1580 pts
- Show HN: HackerTV – HN’s most-recommended Youtube videos as 24/7 TV channels · 381 pts
- Show HN: iPhone app takes simultaneous images from 2 lenses, fuses into 1 photo · 304 pts
- Show HN: Wikihack – HackerTube, but for Wikipedia articles mentioned on HN · 303 pts
- Show HN: HN.watch – Videos of all Hacker News posts · 198 pts
- Show HN: Radius – A Meetup.com Alternative · 148 pts
- Show HN: HackerHack – HackerBooks but for Posts Posted on HN · 137 pts
- Show HN: I built a new version of my fun spatial 3D online meeting app · 96 pts
- Show HN: OnKey – I’m a bad singer, so I built an app to show where I’m off-key · 86 pts
- Show HN: SlideBySide – Present slides without sharing your screen · 75 pts
- Show HN: Swurf – Swipe through the real web · 72 pts
- Show HN: Indigene – Native plants for where you stand · 64 pts
- Show HN: Point your camera at a landscape to learn about its geology · 43 pts
- Show HN: LiveWorld – Every 24/7 YouTube live camera on one globe · 34 pts
- Show HN: My local climbing gym from photogrammetry · 26 pts
- Show HN: Fraktur, a DJ mixing app in the browser · 22 pts
- Show HN: Every push-up becomes an attack in a camera-counted RPG game · 21 pts
- Show HN: TubeHaus – an open-source YouTube client with no Google account · 21 pts
- Show HN: VHS Camera – Run your camera or videos through a simulated VHS signal · 20 pts
- Show HN: Skatanica – Browse and share skate clips by location · 13 pts
- Show HN: Build a world on your phone, explore it in XR on Vision Pro and Quest · 13 pts
- Show HN: Kvittas, an Expense Splitting App · 12 pts
- Show HN: Unclickbait – Replace clickbait YouTube thumbnails · 12 pts
- Show HN: OldRoll, a free vintage photo editor for the browser · 11 pts
- Show HN: I built a camera that you talk with instead of seeing your own face · 10 pts
Programming languages and development tools
- Show HN: OmniDiff – Opensource, super fast, content aware Git difftool, in Rust · 277 pts
- Queryable Executables · 252 pts
- Show HN: After a decade of reversing, I got co-op working in DOS Wing Commander · 231 pts
- Show HN: Wyzer Programming Language · 203 pts
- Show HN: Quake ported to safe Rust, playable in browser · 192 pts
- PaperPilot – Zero-Cloud, Pure-Rust PDF Engine with WASM and MCP · 178 pts
- Show HN: Stuxnet – A reconstructed source code of the infamous cyber-weapon · 159 pts
- Halfspace experimental IDE for solid modeling with distance fields · 154 pts
- Show HN: Firenook – Firebase emulators in Rust: 40× faster writes, 10× less RAM · 150 pts
- Solving the Jane Street Reverse Engineering Challenge · 141 pts
- Show HN: PS2 games statically recompiled to WebAssembly · 104 pts
- Show HN: Proa – A Rust web framework with fast SSR and multi-target rendering · 102 pts
- Vinix – A modern operating system written in V · 101 pts
- Show HN: I’ve updated my Linux System Call website and API · 85 pts
- Show HN: I wrote a BASIC interpreter that boots on UEFI machines · 84 pts
- Show HN: Our space game has a built-in RISC-V emulator that runs Linux · 83 pts
- Show HN: Thoreau BASIC – What if BASIC hadn’t gone out of fashion? · 70 pts
- Show HN: Rhun, an open-source code editor written in assembly · 56 pts
- Show HN: Procinsh – A 3D Linux process inspector · 54 pts
- Show HN: Ito – Build Terminal UIs in Lua · 50 pts
- Show HN: The DNA of DOOM – How code structure survives across 44 ports · 50 pts
- Show HN: DOOM in the kernel, or fibers in eBPF · 47 pts
- Show HN: Npunlock – Run custom C kernels for Intel NPUs · 47 pts
- Show HN: Codemap – one-page interactive map of any Go repository · 43 pts
- Jaithon 3, a fast programming language with the perfect syntax · 42 pts
- Show HN: RealDiff – runtime behavior diffing for pull requests (six languages) · 39 pts
- Show HN: I built a post-mortem debugger for native Windows x64/x86 crashes · 35 pts
- Show HN: Yavashark: I’ve Built a JavaScript Engine Every Day for 950 Days · 35 pts
- Show HN: Kvist – a Lisp for systems programming that compiles to Odin · 34 pts
- Show HN: Lasm – Write formally verified webapps in Lean for Node/serverless/edge · 32 pts
- …and 24 more in this cluster
CPU and hardware security vulnerabilities
- Spaghettifying DRAM · 664 pts
- MS Paint Remote Code Execution Vulnerability · 609 pts
- TCP Use-After-Free: CVE-2026-98432 / CVSS 9.8 · 571 pts
- Several vulnerabilities have been discovered in the Linux kernel · 393 pts
- Pwn.college · 213 pts
- Photon-Emission-Guided Laser Fault Injection Enables RP2350 Secure Debug · 201 pts
- Code-execution flaw in UEFI firmware threatens most servers on planet Earth · 189 pts
- Big Fish: Exploiting a 37-Year-Old Kernel Bug in OpenBSD · 188 pts
- Hardware backdoors in some x86 CPUs · 182 pts
- Zero click, silent, remote Android DoS · 171 pts
- Forging a Microsoft Edge Full Chain with Logic Bugs Only · 137 pts
- The Lost Atomic Update on Loongson CPU · 126 pts
- The NX bit is not just about security · 76 pts
- Data-only attacks are easier than you think (2024) · 74 pts
- CVE-2025-13032: Entering and Breaking the Avast Antivirus Sandbox Part 2 · 70 pts
- Azure’s Weakest Link – Five Full Cross-Tenant Compromises · 68 pts
- Laser Fault Injection on a Budget: RP2350 Edition (2025) · 62 pts
- CVE-2026-98432: Linux TCP Use-After-Free Risk and Patch Validation · 60 pts
- Zero to Calc in Six Days: Inside XBOW’s Chrome Full Chain · 37 pts
- CVE-2026-98432: Linux IPv4 UAF · 28 pts
- Qpack amplification attacks against HTTP/3 servers · 27 pts
- Only 0.5% of 383,000 CVEs are ever exploited in real-world attacks · 16 pts
- It’s time to talk about TEEs · 15 pts
- Backporting security fixes at scale with Codex · 15 pts
- One parser, two bugs, many routers: Exploiting Broadcom WiFi across eCos, Linux · 14 pts
- PwnEscape: Guest-to-Host KVM Escape (CVE-2026-99999) · 12 pts
- Go programs are vulnerable to CVE-2026-98432 (Linux RCE) · 12 pts
- Novel Arbitrary Write in SQLite · 11 pts
- LoongLeak: A Vulnerability Affecting Chinese Loongson 3A5000 and 3A6000 CPUs · 10 pts
- KVM Escape Zero-Day · 10 pts
Open access, AI, and research ethics
- Academics have a duty to defend open knowledge systems like Wikipedia · 209 pts
- Asking authors about their own papers · 184 pts
- AI and the Enclosure of the Scientific Commons · 136 pts
- ArXiv’s Updated Rate Limit Policy · 131 pts
- The Duty of a Scholar · 129 pts
- The Public Pays to Produce Research. Shareholders Collect the Return · 65 pts
- A Book That Will Never Be Read · 55 pts
- Incentives in Academic Research · 51 pts
- AI-Assisted Paper on Z-Library Cites a TorrentFreak Article That Doesn’t Exist · 44 pts
- American views of higher ed decline, once again · 41 pts
- Who Cares Whether Academics Use AI to Write? · 21 pts
- IEEE Wipes Out 1,417 Papers over Sold Authorship · 16 pts
- AI Slop Threatens Trust in Science · 13 pts
- I Used AI to Fake a Scientific Paper. Here’s What Happened · 12 pts
- Researchers face record-low chances of getting a grant partly due to rise of AI · 12 pts
vaccine hesitancy and misinformation policy
- CDC Ignored Request from States to Validate a New Measles Test · 61 pts
- Infant Bleeding Surged as Parents Rejected Vitamin K Shots, Studies Find · 48 pts
- Senator calls for criminal investigation of RFK Jr after Guardian report · 42 pts
- Another child dies of measles as CDC reportedly holds up health alert · 40 pts
- New York governor declares state of emergency after spike in measles cases · 17 pts
- Trump signs order to limit childhood vaccines and split MMR shots · 16 pts
- Executive order calls for fewer childhood vaccines, links shots to autism · 15 pts
- Study of 2.5M children finds no link between MMR vaccine and autism · 14 pts
- Cops raid office of RFK Jr. allies planning unethical vaccine trial on babies · 13 pts
- Two unvaccinated people in Pennsylvania are first measles-related 2026 US deaths · 11 pts
- White House drafting executive order linking vaccines and autism · 10 pts
- We know that splitting up the MMR vaccine could be dangerous · 10 pts
- CDC: U.S. kindergarten vaccine exemptions hit record high as coverage falls · 10 pts
- Promises Made, Promises Broken: RFK Jr. Keeps Covid Vaccines from Children · 10 pts
- New York reports first measles death in more than 30 years · 10 pts
Location and surveillance detection techniques
- Eye of Sauron: Long-Range Hidden Spy Camera Detection (2024) · 201 pts
- Geolocation leak using plane doppler curves [video] · 51 pts
- I discovered a sound that leaks your exact location (and it’s everywhere) [video] · 18 pts
- YouTuber discovers aircraft noise trick that can geolocate videos to within 100M · 18 pts
- Smartphone LED Detects Hidden Cameras with AI · 14 pts
AI company funding and acquisition deals
- Nvidia agrees to acquire Hugging Face for $13B · 1409 pts
- OpenAI engineer arrested in bugging of executive conference room · 607 pts
- Anthropic trained Claude on illegally obtained Stanford professors’ books · 538 pts
- U.S. appeals court upholds designation of Anthropic as supply chain risk · 458 pts
- OpenAI annualised revenues $20B less than previously signalled · 406 pts
- Garry Tan wants US open-weight AI labs to ‘distill’ frontier models, too · 395 pts
- US tech giants’ hidden AI debt swells 90% to $3.2T in 6 months · 381 pts
- The SEC Should Block Anthropic’s IPO to Protect the Public · 374 pts
- DeepSeek banned from U.S. federal civilian agencies under new DHS order · 364 pts
- OpenAI Feared “Optics” of what might appear on Hacker News · 359 pts
- MongoDB CEO resigns to join Meta · 354 pts
- Anthropic’s internal AI use, at retail prices, now exceeds its employee pay · 335 pts
- Nvidia to acquire Hugging Face · 317 pts
- OpenAI models are coming to Google Cloud · 307 pts
- Corporate America is getting hooked on open-source AI · 302 pts
- Proton’s CEO Cancels AI ‘Re-Interviews’ · 284 pts
- OpenAI safety leader quits, warning AI company’s culture is ‘broken’ · 265 pts
- Anthropic assigned highest junk credit rating in June · 264 pts
- US tech stocks see sharp falls over AI cost fears · 259 pts
- OpenAI to acquire Pierre Computer Company · 259 pts
- More on Anthropic’s Scion ripping off Mononoke · 245 pts
- Anthropic reports $17B in Q3 revenue, commitments of $895B in revised S-1 · 234 pts
- Roblox downloaded 145GB models from us (including adult content) without asking · 225 pts
- Anthropic’s growth just flattened · 219 pts
- Amazon vs. Perplexity – U.S. Court of Appeals for the Ninth Circuit · 210 pts
- Nvidia wants to put a watchdog chip next to every AI agent · 204 pts
- Anthropic AI model submits false tip on unsolved Philly murder, police say · 179 pts
- Nvidia in talks to acquire US ‘open’ model startup Reflection AI · 168 pts
- Research Firm Calls Anthropic’s IPO ‘Unprecedented Test of Investor Gullibity’ · 165 pts
- OpenAI raises less than half of $30B target · 161 pts
- …and 191 more in this cluster
Electric vehicles replacing combustion engines
- Citroen revives the 2CV for an electric age · 372 pts
- I went to Mexico to test-drive the cars Americans can’t buy · 309 pts
- BYD sold more EVs last month than the US did all quarter · 272 pts
- Europe EV sales rose 70.3% in September, 32.6% of market share · 160 pts
- BYD doubles its Brazil market share to 9.7% a year after opening its local plant · 130 pts
- Nissan’s third generation e-POWER powertrain · 100 pts
- Subaru is killing off gas cars and will only sell EVs in Europe · 99 pts
- Sales of sub-€25,000 electric car models set to rise sevenfold · 72 pts
- EV Sales Are Booming in Europe with Gasoline at $10 a Gallon · 70 pts
- When electric cars were for women · 67 pts
- Analysis: EVs are now nine times cheaper than petrol or diesel to drive in UK · 50 pts
- EV batteries last longer than drivers feared · 42 pts
- Electric trucks hit 50% of China’s heavy truck sales, diesel demand falls · 36 pts
- The climate benefits of retiring an operational combustion engine vehicle · 34 pts
- Citroen revives the 2CV for an electric age · 30 pts
- Toyota is finally taking its best-seller electric · 15 pts
- High-mileage electric cars are more reliable than petrol ones, study finds · 13 pts
- China’s 2,250kW chargers are in service, US thinks about 750kW next year · 12 pts
Email services, security, and privacy
- Google is silently linking your phone number across all signed-in accounts · 485 pts
- Now Google says it might use your Gmail and Google Photos data to target ads · 360 pts
- An update on leaving Gmail for Fastmail · 274 pts
- Gmail to end support for “Send as” for third-party addresses, such as @yahoo.com · 186 pts
- Manifestos, Fear, and ‘Loser Thinking’: Inside Proton’s AI Reckoning · 180 pts
- It wasn’t AI that flipped Proton’s charge · 161 pts
- Proton goes all in on using AI · 103 pts
- All I wanted was a custom domain email · 89 pts
- How to set up SPF, DKIM, and DMARC for your sending domain · 83 pts
- Self hosted email continues to steeply decline · 75 pts
- Google has officially turned these Nest thermostats back into dumb thermostats · 71 pts
- Proton to ‘Re-Interview’ Staff About AI to See Who Gets to Keep Their Job · 69 pts
- Microsoft says email spammers are adopting ASCII smuggling · 61 pts
- Proton Colleagues, Unionize Now · 59 pts
- I’m a Proton employee and I’m breaking my silence · 54 pts
- Understanding Email Encryption · 52 pts
- Proton CEO Andy Yen: “This will be the last year that we hire engineers.” · 41 pts
- Proton Global Outage · 39 pts
- CSS: The bomb inside your inbox · 38 pts
- Don’t Use a gmail.com Address · 32 pts
- Leaving Proton Mail · 31 pts
- How to Migrate from Gmail to Proton Mail · 20 pts
- Everyone Has Email. Nobody Uses It Right · 19 pts
- German court rules: Emails must be end-to-end encrypted · 18 pts
- Google can now use your Gmail data for ads: How to turn it off · 18 pts
- Proton Outage · 15 pts
- When Google Cuts Off Access: Poland and the World · 13 pts
- Petition for Proton’s CEO Andy Yen to step down reaches 1500 votes · 10 pts
Data center environmental and community impact
- The EPA is planning to scrap public review rules for data center pollution · 474 pts
- Improper redaction reveals Google Data Center water and electricity usage · 439 pts
- Google told to halt work on datacentres in Finland over environmental concerns · 431 pts
- Banks are now trying to offload the AI data center debt they just underwrote · 373 pts
- US voters roundly reject data centers in ballot measures · 334 pts
- Google cleared 300 hectares of Finnish forest · 322 pts
- Field measurements of neighborhood-scale air temperature impacts of data centers · 306 pts
- Google illegally cut down 250K trees in Finland for data center · 254 pts
- EPA says power for data centers can sidestep pollution laws · 249 pts
- Amazon Is Creating the Biggest Pollution Source in the Country · 235 pts
- Google will buy half the electricity from one of Finland’s nuclear power plants · 217 pts
- AI needs $6T in annual revenue to justify data centre boom · 209 pts
- Amazon backs power plant that may become top source of US climate pollution · 177 pts
- The same AI request emits 8.5 times more CO2 in Texas than in Sweden · 127 pts
- New Amazon Data Center Is Set to Have the Most Polluting Power Plant in the U.S. · 121 pts
- Finland investigate Google over destruction of 250k trees · 117 pts
- U.S. gov’t moves to suppress pushback on data centers · 110 pts
- ‘People are going to get screwed’ Pennsylvania voters unite against data centres · 105 pts
- Most data centers refusing to say how much water, electricity they use · 93 pts
- New Jersey fines data center $1.1M after drone pics expose 62 gas generators · 85 pts
- Most Americans Say AI Is Bad for Society, Oppose More Data Centers · 85 pts
- Oracle on the hook to pay data centre investors even if site has no electricity · 79 pts
- Google Data Centers around the world · 73 pts
- US data centers tripled annual water consumption to 17B gallons · 70 pts
- Wall Street is growing skeptical of the data center boom · 69 pts
- The moral panic over data centres is foolish · 60 pts
- AI Data Centers Not Paying Their Costs, Will Keep Using NDAs and Seek Tax Breaks · 56 pts
- American Voters Overwhelmingly Reject AI Data Centers · 55 pts
- Texas data center boom could erase decades of progress on air quality · 53 pts
- Republican data center support collapses locally when sites are in GOP counties · 50 pts
- …and 46 more in this cluster
US labor market trends and employment data
- U.S. economy lost 23,000 jobs in July, a sudden reversal · 347 pts
- U.S. workers took home their smallest share of capital since at least 1947 · 311 pts
- 28% of job postings on company career sites have been open over 90 days · 281 pts
- True Rate of Unemployment · 275 pts
- Net worth for people aged 30–33 in the U.S. · 190 pts
- US Wages Share of GDI at 75 Year Low · 127 pts
- U.S. Lost 23,000 Jobs in July, While Unemployment Ticked Lower · 72 pts
- A Princeton PhD Applied to 2,300 Jobs. He Still Can’t Get One · 48 pts
- Wages Fall to 43% of U.S. Gross Domestic Income, Lowest Since 1929 · 47 pts
- US Jobs Pickup May Keep Fed on Track to Hike Rates Again · 36 pts
- US economy beats forecasts to grow at 3.4% rate in third quarter · 25 pts
- Americans Without Degrees Are Having One of the Best Job Markets in Years · 19 pts
- How the U.S. economy can look pretty good but feel pretty bad · 19 pts
- Women account for nearly all new US jobs in August · 11 pts
YouTube and streaming platform policy controversies
- When did Google get so weird? · 1466 pts
- Pirating the Pirates · 631 pts
- LG Says We’re Fake News [video] · 283 pts
- Disney+: New user agreement allows ads before movies in all subscriptions · 179 pts
- Disney+ and Hulu raise prices by up to 13 percent after doubling profits · 159 pts
- Nicolas Cage says he won’t work with Amazon again over AI dispute · 92 pts
- Disney+ changes subscriber agreement to allow ads on every plan · 71 pts
- MrBeast ‘spends millions reverse engineering the algorithms on each platform’ · 69 pts
- Copyright Office is restoring copyright to something you have to work to get · 63 pts
- YouTuber Davie504 slapped with ridiculous copyright claim [video] · 46 pts
- BBC licence fee to be extended with ‘YouTube tax’ to force more to pay · 35 pts
- Netflix plans to cut 5% of its workforce · 33 pts
- YouTube sued over ads in Premium: YouTube claims “promotions” are not “ads” [video] · 29 pts
- Funimation Shutdown Fuels Push for DMCA Exemption to Legally Rip Anime Content · 28 pts
- Disney Raising Prices Days After Confirming Ads Will Now Show Up on Every Tier · 27 pts
- YouTube Mistakenly Penalizes Kurzgesagt for AI-Generated Slop · 26 pts
- Microsoft just gave us the perfect name for AI thieves: Kyle · 25 pts
- YouTube’s AI Detection Kicked Us in the Face · 21 pts
- Developers Are Using AI to Strip Ads and Tracking from Smart TVs · 17 pts
- Is the Music Business Collapsing? · 17 pts
- YouTube will now count a view as soon as a video starts playing · 13 pts
- Court Rejects Fair Use Claim, Orders YouTube to Unmask Anime Recap Channels · 11 pts
- YouTube cracks down on ‘AI ghost creators’ · 11 pts
- YouTube has a Propaganda Problem [video] · 11 pts
- Why copyright makes no sense · 11 pts
- Cookie Monster Tries to Meet His A.I. Mandate · 11 pts
- The Death of Educational Content on YouTube [video] · 10 pts
- Flims and TV shows created using AI have now reached a high level of quality · 10 pts
Indie games and puzzle games
- Show HN: SimCity, but with Permits · 846 pts
- Show HN: Make cursed fonts like Times New Bastard · 753 pts
- Show HN: Guitoro, a virtual guitar you strum with your keyboard · 482 pts
- Show HN: TitleArt – Make text like it’s 1997 · 293 pts
- Show HN: Real-time Solar System with 526k asteroids and all tracked satellites · 292 pts
- Show HN: Lofi Cities – Pixel-art city nights with browser-generated lofi · 275 pts
- Catch a Bird – I made it for my own sanity · 266 pts
- Show HN: To Honor Sir Patrick Stewart, Enjoy the TNG Episode Guessing Game · 203 pts
- Show HN: The Zelda timeline to catch up before the Ocarina of Time remake · 200 pts
- Show HN: Koi.rest – watch some fish and regain your balance · 195 pts
- Show HN: OpenTIE and OpenXWA, Modern Ports of Tie Fighter and X-Wing Alliance · 191 pts
- Show HN: High-quality duck audio synthesizer · 149 pts
- Show HN: Destroy Any Website with Stickman · 148 pts
- Show HN: Voronoi Go · 140 pts
- Show HN: Jigsaw Haiku · 107 pts
- Show HN: I rebuilt my old canvas 3D library as a small WebGL 2 library – phoria2 · 97 pts
- Show HN: Pyxel – A Python retro game engine with built-in art and sound editors · 88 pts
- Show HN: NES Contra (1987) port (ASM –> C and then C –> WebAssembly) · 86 pts
- Show HN: Fly By – retro biplane flying game · 82 pts
- Walking Men · 82 pts
- Show HN: I built a multiplayer game where you’re an aerial fighter cat · 81 pts
- Show HN: A working 3D model of an Enigma machine · 76 pts
- Show HN: A CC0 museum of retro 3D tricks you can paste into a page · 72 pts
- Show HN: Brickbrag – A multiplayer brick-building world in the browser · 68 pts
- Show HN: Mic Drop, a real-time multiplayer karaoke game · 66 pts
- Show HN: Jevman – AI decision models play Pac-Man · 65 pts
- Show HN: I built a little browser game to practice Vim commands · 58 pts
- Show HN: 500 clocks in one 6.3 MB HTML file by Opus 5.5 · 53 pts
- Show HN: Corporate Mind Games – logic puzzles with a sarcastic corporate theme · 47 pts
- Show HN: Apollo Lunar Module landing simulation · 45 pts
- …and 54 more in this cluster
Cloudflare platform features and performance updates
- Cloudflare Quick Tunnels · 744 pts
- Cloudflare K2: serverless event streams · 254 pts
- Python Workers are now generally available · 243 pts
- Among European Companies That Use a CDN, Nearly 9 in 10 Use Cloudflare · 234 pts
- Bunny CDN Security Incident · 219 pts
- 5x faster Edge Functions: V8 isolates to Firecracker MicroVMs · 197 pts
- We halved DNS build delay and cut memory use by 85% · 187 pts
- Cf: The Agentic CLI for the Cloudflare API · 157 pts
- We just shipped support for the ugliest part of HTTP: Vary · 128 pts
- Cloudflare AKE cuts origin HelloRetryRequests from 52% to 3.7% · 114 pts
- Cloudflare OHTTP gateway · 109 pts
- Matthew Prince on why Cloudflare offers a free version and always will (2016) · 109 pts
- AWS Lambda Web Functions · 55 pts
- Double Buffering with Cloudflare Queues · 52 pts
- Cloudflare opens more Enterprise-only features to all customers · 24 pts
- Load balancing and failover inside Bunny CDN · 17 pts
- HTTP/3 is faster with some work and help from Cloudflare · 14 pts
- Pi Durable on Cloudflare – Earendil · 12 pts
Reddit restricting access and features
- Reddit is putting more limits on old.reddit.com · 57 pts
- Pillowfort Is Closing · 54 pts
- Reddit will require an account to access · 44 pts
- Reddit is killing RSS feeds and ending public API access because of AI bots · 32 pts
- They Killed Old Reddit · 18 pts
- Reddit Is Still Useful. It’s Also Becoming Impossible · 17 pts
- Reddit is moving to “a logged-in-only experience,” CEO says · 15 pts
- I’m leaving Reddit because of RSS · 14 pts
- Reddit is ending RSS support on November 13 · 13 pts
- Reddit will stop supporting RSS feeds on November 13th · 11 pts
- Old.reddit.com Stops Working · 10 pts
- Reddit shares drop and it plans login requirement as search traffic sinks · 10 pts
- Reddit shares plunge as Google’s AI search squeezes traffic · 10 pts
Books and reading habits in flux
- Seven books I keep close because I love them · 354 pts
- Singapore’s National Library Board offers micropayments to build reading habits · 262 pts
- Chopping up books when they’re physically too big · 198 pts
- Publishers Killed the Paperback, Then Blamed Readers · 133 pts
- Japanese used bookstores see 5x sales surge as books are being bought by the ton · 85 pts
- Cormac McCarthy’s Library · 76 pts
- The Nonfiction Book Market is Collapsing? · 43 pts
- Distributed Proofreaders · 34 pts
- I’m the Guy Who Destroys Antique Books After We Scan Them into Our Company’s AI · 32 pts
- Japan’s book scene is quietly moving from bookstores to libraries · 29 pts
- I own 28,000 books – here’s what I’ve learned · 25 pts
- Singapore is paying people to read books – can it fix the reading crisis? · 21 pts
- Overdue library magazine returned after 132 years · 15 pts
- The New Age of Reading · 10 pts
San Francisco urban decay and technology impact
- Guerrilla bike lanes: San Francisco makes illicit infrastructure permanent (2016) · 324 pts
- Jobless tech workers are being left out of San Francisco’s AI boom · 180 pts
- Algorithmic rent-pricing litigation expands under new state and local laws · 90 pts
- The death of San Francisco’s Market Street · 51 pts
- San Francisco institution ‘heartbroken and furious’ after erasure of public art · 45 pts
- S.F. Democratic Party stands behind Flock surveillance cameras in vote · 36 pts
- The AI Billboards Are Killing SF · 32 pts
- ‘This can’t go on’: thousands protest against housing crisis in Spain · 26 pts
- Group in San Francisco graftng fruit-bearing branches onto street trees · 25 pts
- OpenAI and Anthropic are ruining San Francisco · 24 pts
- Christmas Village shoppers no longer will be allowed to enter booths · 22 pts
- SF could have dense, fine-grained, family-friendly Neighborhood, Not Megaproject · 17 pts
- DoorDash to Buy Instacart for $17B, Uniting 2 Delivery Giants · 12 pts
- SF Tesla motorist fatally strikes man crossing highway while car was in FSD mode · 11 pts
- OpenAI and Anthropic are ruining San Francisco · 10 pts
- San Franciscans are having sex in robotaxis, and nobody is talking about it · 10 pts
RSA factorization and cryptographic key breaking
- Claude reveals ECDSA curve origins · 918 pts
- I’ve factored the RSA keys of a Certificate Authority from the 90s · 394 pts
- Factoring RSA 260 · 111 pts
- Forging 1024-bit RSA signatures in nearly SNFS time [pdf] · 66 pts
- The NIST Elliptic Curves Seeds Bounty Has Been Claimed · 52 pts
- Breaking the Cipher of the Napoleonic war briefing, unread for 217 years · 22 pts
- Cloud of suspicion lifted from NIST curves · 22 pts
- RSA-260 Factorized · 17 pts
- What is known about how Eric Lu factored the 862-bit RSA-260 after 35 years · 15 pts
- How RC2’s π table was made · 14 pts
- Deterministic Factoring in Time N^O(1) · 13 pts
- Your Cryptography Conspiracy Theory Is Wrong · 12 pts
- NIST Elliptic Curves Seeds Bounty (2023) · 10 pts
- There’s a new way to break RSA that’s faster than anything we’ve seen before · 10 pts
Declining birth rates and demographic trends
- Adults over 65 will outnumber children by 2029 · 90 pts
- Fertility rate dropped over 50% within 10 years in Argentina · 43 pts
- Why people don’t want to have children any more · 27 pts
- Demographic “Doomsday” Misses the Mark · 22 pts
- U.S. birth rate drops to record low, but older women are having more babies · 22 pts
- Your Pension Depends on Kids You Did Not Have · 19 pts
- A drop in US births due to smartphone use? These researchers say so · 14 pts
- 80% to 90% of women reproduce, but only about 40% of men do · 10 pts
Modern dating trends and challenges
- US report details extent of ‘devastating’ dating-app scams · 49 pts
- Japanese people still aren’t having sex. And nobody knows why · 32 pts
- Bumble gives up on women making the first move · 30 pts
- The lifelong orgasm gap: exploring age’s impact on orgasm rates · 28 pts
- Sexy, texts back, and is into your job? You might be dating a spy · 16 pts
- Dating Apps Are Dying · 14 pts
- Silicon Valley dating now means spreadsheets, AI and $5K-a-month coaches · 14 pts
Digital archiving and preservation initiatives
Radio communication and amateur radio communities
- eBay Restricts Listings of Radio Equipment, but Exempts Ham-Band-Only Gear · 234 pts
- HERMES radio enables voice and data communication over vast distances · 154 pts
- The First Social Network: In rural Argentina residents send messages w AM radio · 70 pts
- When the FM Band Goes Transatlantic · 27 pts
- 100 years of student radio history in the DLARC college radio collections · 24 pts
- National Radio Quiet Zone · 12 pts
AI agent development tools and infrastructure
- REA Reverse – Engineer Anything · 504 pts
- Pi Durable · 419 pts
- Dayjob: Tax – evaluating AI agents on 50 professional tax assignments · 247 pts
- Agents don’t need memory, they need documentation · 231 pts
- RuneScape Bench: MMOs for Agents [video] · 215 pts
- If you don’t run your own LLM proxy, how do you know whats going on? · 215 pts
- The State of Context Engineering · 214 pts
- Prospero: A new coding harness for a more civilized age · 199 pts
- Nvidia – open-source auto-ontology · 185 pts
- OpenAI CLI · 168 pts
- OpenChamber: An Agentic Development Environment · 164 pts
- OpenSpec – A lightweight and configurable AI spec framework · 163 pts
- Let your AI agents paint big arrows, boxes and text on your screen · 142 pts
- The Agent SDK · 133 pts
- 500B Tokens Later: Letting AI Agents Decompile a First-Person Shooter · 114 pts
- Superlite: A Faster Alternatie to Superpowers · 111 pts
- Agentic Monitoring · 107 pts
- Building a Multi-Agent System from Scratch: Architecture Patterns · 100 pts
- Reverse engineer anything with agents, from app behavior down to native binaries · 93 pts
- Local Indexing to reduce tool calling and token usage · 92 pts
- Harness2 by Google Research – Recursive Agent Harnessing · 75 pts
- AgentsDock: An IDE designed for agentic AI research · 70 pts
- The Git Forge for Agent-Human Collaboration · 56 pts
- ThinkRail from JetBrains · 45 pts
- Is sandboxing sufficient to contain rogue agents? · 40 pts
- Treg (OpenRouter for Tools) · 40 pts
- Aweb – Communication for AI Agents · 37 pts
- LLM agents play Pokemon showdown · 29 pts
- .md File is not a specification: Using formal analysis to find requirements gaps · 25 pts
- Swarmatory: Shared chatroom/feed for your team’s coding agents · 21 pts
- …and 30 more in this cluster
12,243 stories in the 12-week window · 225 qualifying clusters · similarity threshold 0.85 · generated by TrendsWorks.