At a Port Huron rally, President Trump called Michigan Senate candidate Abdul El-Sayed a "jihadist" and questioned his loyalty, prompting condemnation from Bishara Bahbah, a founder of Arab Americans for Trump. The article notes there is no evidence El-Sayed has any Muslim Brotherhood affiliation.
— via PBS NewsHour, Joey Cappelletti, Associated Press
An open-source email agent scores messages with TabPFN, summarizes important ones with a local Gemma model, and parks the lowest-scoring 20% on Temporal timers. On 1,981 held-out Enron emails, about 85% of the parked mail truly got no reply.
— via dev.to, Khushighosh
OpenAI and Anthropic repeatedly cut LLM prices between June and September 2026, with reductions of up to 80% on some models. The author attributes the cuts to commodity-like models, competing open-weight providers on OpenRouter, and cheaper cache reads, and rejects the idea that prices will suddenly rise.
— via Hacker News (top 30), minimaxir
Prime Minister Carney opens a busy week with a closed-door meeting of premiers and First Nations leaders, the first of its kind since the 2005 Kelowna Accord talks. He also hosts the Canada-EU summit in Montreal, with the "associate membership" wording still contested, and congratulated B.C.'s Lorne Doerkson on his election win.
— via iPolitics, Kady O'Malley
A dermatologist tested two frontier LLMs and a fine-tuned 2015 Inception v3 CNN on 200 biopsy-proven lesions. The CNN named the correct diagnosis for 125 (62%), against 84 and 85 (42%) for the LLMs, though it was a small, single-run test.
— via Hacker News (top 30), sungam
PHP issued emergency releases on October 21 fixing two critical unauthenticated remote code execution flaws (CVE-2026-109618 and CVE-2026-109619), with Amazon reporting an exploitation attempt from October 17. Disclosure leaked early, patches arrived unevenly across distros, and public exploits reportedly fail against default installs.
— via InfoQ, Steef-Jan Wiggers
California county election officials say they will keep counting ballots despite Justice Department letters demanding they sequester ballots tied to about 20,000 suspected noncitizens. Officials dispute the list's accuracy, citing errors and a sampled analysis, while federal prosecutors threaten legal action.
— via PBS NewsHour, Safiyah Riddle, Associated Press
A flaw in the reference C Brotli decoder lets a crafted stream write past an eight-byte buffer, enabling memory leaks or code execution in Node.js, Python packages and other software that bundles it. Fixes are in Brotli 1.2.1 and patched Node.js releases, and the article lists affected projects, checks and mitigations.
— via Hacker News (top 30), theanonymousone
Nobel laureate María Corina Machado returned to Venezuela from exile for the first time since December, after seven reported failed attempts. Acting President Delcy Rodríguez remains in office with no election scheduled, as U.S. officials stress economic stabilization first.
— via PBS NewsHour, Regina Garcia Cano, Associated Press
California county election officials say they will keep counting ballots despite a Justice Department demand to sequester ballots tied to about 20,000 alleged noncitizen voters. Officials dispute the list's accuracy, and a 9th Circuit panel is set to hear arguments in the legal fight.
— via LAist
Metro Vancouver cities differ sharply on Halloween fireworks. Vancouver, Richmond and Delta ban them outright, while Burnaby, New Westminster and the District of North Vancouver allow limited use on Oct. 31, and Coquitlam, Port Coquitlam and Langley require permits.
— via Daily Hive Vancouver, Amir Ali
The 2026 London Register of Subsurface CO₂ Storage reports a record 43.6 million metric tons stored underground in 2024, bringing the three-decade total to 421.7 million. Brazil's Petrobras Santos Basin project and U.S. projects dominate, while the report flags accounting uncertainties and revised earlier figures.
— via Phys.org
A Yale-led study in Current Biology used machine learning trained on living animals, plus a World War II-era statistical technique, to estimate how extinct species used water. It found Spinosaurus spent most of its time submerged, while mesosaurs and other Paleozoic marine reptiles kept returning to land.
— via ScienceDaily
A study commissioned by the U.S. government estimates that averaging 14 drinks weekly carries a 1 in 25 lifetime risk of alcohol-related death, with risks rising above one drink daily. Researchers found no significant overall health benefit at any drinking level.
— via ScienceDaily
Former President Obama campaigned in Ohio and Michigan for Democrats ahead of the Nov. 3 midterms, condemning cruelty and indecency from Trump and his allies. He criticized Vivek Ramaswamy's ad featuring Amy Acton's estranged mother and defended Senate candidate Abdul El-Sayed.
— via PBS NewsHour, Jacqueline Ganun, Associated Press
New York City suicide deaths dropped from a peak of 601 in 2022 to 535 in 2024, though disparities persist by borough, age, gender and ethnicity. The Latino suicide rate rose from 3.8 to 5.4 per 100,000 between 2015 and 2024, and a Maimonides psychiatrist discussed culturally matched care.
— via Gothamist, Jill Webb
A study of the microbial product Kopros B in a dairy cattle house found manure changes suggesting ammonia emissions fell by roughly 30% or more and possibly lower methane. The figure was inferred from manure composition rather than measured directly, so controlled trials with direct emissions measurements are still needed.
— via Phys.org
A preprint proposes an attention-free sequence model, the Causal Grassmann layer, which encodes local token pairs as subspaces on a Grassmann manifold. Models with 13 to 18 million parameters land within about 10 to 15 percent of Transformer perplexity on Wikitext-2 and slightly beat a Transformer head on SNLI.
— via Hacker News (top 30), westurner
PaperPilot is an open-source, Apache-2.0 PDF toolkit written in pure Rust whose single engine powers an MCP server, CLI, local REST API, browser WASM tools and a Tauri desktop app. Files are processed locally with no uploads, and v0.6 covers merge, split, compress, OCR and security features.
— via Hacker News (top 30), vardhan1237
Research finds that major-league arenas and stadiums in Canada and the U.S. are increasingly located downtown, rising from 51 per cent in 1997 to 61 per cent now. Team owners are pairing venues with real estate projects, which can revitalize cores but also displace social housing and limit who can access downtown life, as in Edmonton's ICE District.
— via The Conversation — Canada, Rylan Graham, Associate Professor, School of Planning and Sustainability, University of Northern British Columbia
Quinn Hughes, the former Canucks captain traded to the Minnesota Wild in December, returned to Rogers Arena and was met with boos, chants and a mixed tribute. He said he remains grateful for his 6 1/2 seasons in Vancouver, where the winless-streaking Canucks have struggled since.
— via Vancouver Is Awesome, author
At the ISU Short Track World Tour stop in Vancouver, Canada's mixed relay team was fourth in the 2,000 metres, but Courtney Sarault won the women's 1,500 metres and took 500-metre silver. Canada's men were second in the 5,000-metre relay behind South Korea.
— via Vancouver Is Awesome, author
Quinn Hughes reached 500 NHL points in his first game back in Vancouver since being traded, as the Minnesota Wild beat the Canucks 4-2. The Canucks, now 2-10-1, have lost ten straight, and fans booed Hughes while also giving him a video tribute.
— via Vancouver Is Awesome, author
Knicks center Andre Drummond was pulled after jogging back on defense in a 111-102 loss to Orlando and said no explanation was given. Coach Brown cited transition defense, handed minutes to James Wiseman, and said Drummond stays first backup against the Pistons.
— via NY Post, Stefan Bondy
Medieval people had no single test for death and relied on combined signs such as missing pulse or breath, cold body, darkened skin and altered eyes. Fifteenth-century Italian canonization records show families, midwives and physicians often reached collective judgements.
— via Medievalists.net, Medievalists.net
