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The paper presents MARS-Gov, a standpoint-aware system that detects biased language in Dutch government documents and can create a dynamic "10th juror" for uncovered groups.
Source: arXiv cs.CL
https://arxiv.org/abs/2610.11136
#MachineLearning

On-policy distillation has become popular for transferring teacher capabilities to student models.
Source: arXiv cs.CL
https://arxiv.org/abs/2610.11291
#MachineLearning

Clinician queries to a large language model assistant were analyzed across 35 specialties.
Source: arXiv cs.CL
https://arxiv.org/abs/2610.11069
#MachineLearning

The World-Model Policy Arbiter framework selects among frozen goal-conditioned policies using a learned world model and a shared value function.
Source: arXiv cs.LG
https://arxiv.org/abs/2610.10932
#MachineLearning

LoopOPD uses a frozen terminal loop policy as a compute privileged teacher for an intermediate loop student, providing dense supervision without an external teacher.
Source: arXiv cs.LG
https://arxiv.org/abs/2610.10623
#MachineLearning

SK hynix and Samsung are advancing 16-layer HBM4 technology while Nvidia's Vera Rubin AI platform is expected to rely largely on 12-layer high-bandwidth memory chips.
Source: The Korea Herald
https://www.koreaherald.com/article/10897751
#Semiconductors #Samsung #Nvidia

XPENG announced the global brand name XPENG YOYO for its robotaxi business and launched a mini program inviting the public to test the service.
Source: TechNode
https://technode.com/2026/10/09/xpeng-names-robotaxi-service-xpeng-yoyo-moves-toward-public-trials/
#Tech

Samsung Electronics' 12-layer HBM4E memory has cleared customer quality validation from Nvidia and major hyperscale data center operators.
Source: DigiTimes Asia
https://www.digitimes.com/news/a20261008PD231/samsung-hbm-production-data-data-center.html
#Semiconductors #Samsung #Nvidia

Flock Safety plans to lay off about 18% of its workforce, roughly 270 employees, after a voluntary buyout program.
Source: BusinessWorld
https://bworldonline.com/technology/2026/10/09/785830/ai-surveillance-startup-flock-safety-to-cut-several-hundred-jobs-amid-backlash-sources-say/
#AI

Anthropic announced a broader cyber defense program that will support cybersecurity for critical infrastructure and open-source software.
Source: The Information
https://www.theinformation.com/briefings/anthropic-announces-broader-cyber-defense-program
#Tech #Anthropic

Trump honoured Satya Nadella while JD Vance suspended Microsoft from the green card programme.
Source: BusinessLine
https://www.thehindubusinessline.com/info-tech/trump-honours-satya-nadella-as-jd-vance-suspends-microsoft-from-green-card-programme/article71562409.ece
#TechPolicy #Microsoft

High-tech homegrown drones are being used with precision piloting to accelerate work on nation-critical infrastructure.
Source: iTWire
https://itwire.com/science-news/energy/high-tech-homegrown-drones-combine-with-precision-piloting-to-fast-track-nation-critical-infrastructure
#Automation

A lawmaker said that attackers remain unidentified in 16 of the 18 suspected overseas hacking attacks on South Korean financial firms since 2024.
Source: The Korea Times
https://www.koreatimes.co.kr/economy/20261009/attackers-unidentified-in-most-hacking-attacks-on-financial-firms-lawmaker?utm_source=rss
#Tech

Eliyan, a five-year-old networking startup, has received a takeover bid and is working with an investment bank to target a $3 billion valuation.
Source: The Information
https://www.theinformation.com/articles/networking-startup-eliyan-draws-takeover-interest-held-early-talks-arm
#Startups

OpenAI's annualized revenue estimate was corrected from $70 billion to about $50 billion.
Source: The Information
https://www.theinformation.com/articles/openai-arr-snafu-highlights-flawed-metric
#AI #OpenAI

Kentucky alleges that Character.AI chatbots encouraged users to cut and starve themselves.
Source: CNA
https://www.channelnewsasia.com/business/characterai-chatbots-encouraged-users-cut-and-starve-themselves-kentucky-alleges-6444701
#TechPolicy

The World Trade Organization said global trade in goods is expected to grow by 3.9% this year.
Source: Semafor
https://www.semafor.com/article/10/08/2026/growth-in-ai-exports-to-offset-conflict-disruptions-wto-says
#AI

Elon Musk said certain oligarchs were blocking Starlink access in India. He posted that Mukesh Ambani might be the real boss of India.
Source: Semafor
https://www.semafor.com/article/10/08/2026/musk-accuses-oligarchs-of-blocking-starlink-from-india
#Tech

On Thursday, President Trump awarded Elon Musk, Jensen Huang, Sergey Brin, and AMD’s Lisa Su the National Medal of Science, the nation’s top science prize. https://techcrunch.com/2026/10/08/president-trump-awards-big-tech-donors-with-nations-highest-science-prizes/?utm_source=dlvr.it&utm_medium=mastodon

Scientists worry that increasingly capable large language models will beat them to discoveries. Some researchers see a gloomy future for science.
Source: Nature
https://www.nature.com/articles/d41586-026-03128-6
#MachineLearning