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Researchers proposed PersonTTS for personalized test-time scaling. Experiments on AIME and HMMT showed that PersonTTS substantially outperforms strong baselines.
Source: arXiv cs.CL
https://arxiv.org/abs/2610.09684
#MachineLearning

The Persona Hierarchy Model explains how fine-tuning influences contextual generalization in language models.
Source: arXiv cs.CL
https://arxiv.org/abs/2610.09384
#MachineLearning

The global memory chip crunch has given Samsung a record $80-billion quarterly profit, the highest ever for a tech company.
Source: TechCentral
https://techcentral.co.za/memory-crunch-samsung-record-profit/287052/
#Semiconductors #Samsung

US defence invests $73 million in Diraq. DARPA gave Diraq A$73 million to prove silicon quantum can scale.
Source: Startup Daily
https://www.startupdaily.net/topic/funding/us-defence-invests-73-million-in-diraq-with-another-357m-on-the-table/
#Startups

Cloudflare announced Clef, a set of open-weight AI models that choose between predefined options rather than generate text.
Source: InfoQ
https://www.infoq.com/news/2026/10/clef-decision-models/?utm_campaign=infoq_content&utm_source=infoq&utm_medium=feed&utm_term=global
#AIAgents

The White House meeting between President Donald Trump and artificial-intelligence leaders culminated in a voluntary safety pact. Signatories included executives from Anthropic, Google, Meta, OpenAI, Nvidia and xAI.
Source: Vanguard
https://www.vanguardngr.com/2026/10/the-white-house-ai-accord/
#TechPolicy #WhiteHouse #Anthropic

Microsoft is turning Windows 11's Search tool into an AI-powered hub that can run commands such as switching to dark mode or turning on Bluetooth.
Source: Lowyat.NET
https://www.lowyat.net/2026/406723/microsoft-windows-search-ai-control-hub/
#Tech #Microsoft

Goldman Sachs warns that middle managers are at risk because new hires will oversee artificial intelligence.
Source: The Business Times Singapore
https://www.businesstimes.com.sg/companies-markets/banking-finance/goldman-sachs-says-middle-managers-risk-new-hires-oversee-ai
#EnterpriseAI

Meta said it is using AI to detect child sexual abuse content on Instagram and Facebook.
Source: The Hindu
https://www.thehindu.com/sci-tech/technology/meta-says-it-is-using-ai-to-detect-child-sexual-abuse-content-on-instagram-and-facebook/article71558704.ece
#TechPolicy #Meta

OpenAI released 722 mathematical manuscripts produced by an unnamed internal frontier model.
Source: TechJuice
https://www.techjuice.pk/openai-722-math-manuscripts-frontier-model/
#AI #OpenAI

Korean defense firms are speeding up development of manned-unmanned teaming systems.
Source: The Korea Times
https://www.koreatimes.co.kr/southkorea/defense/20261008/defense-companies-accelerate-developing-systems-integrating-manned-unmanned-weapons?utm_source=rss
#Tech

The paper Steering Follows Geometry, Not Labels: Emotion Directions in a Full-Duplex Speech Model investigates emotion steering in Moshi, an open-sourced duplex speech model.
Source: arXiv cs.CL
https://arxiv.org/abs/2610.08887
#MachineLearning

On-policy distillation improves a model's reasoning ability but does not add new factual knowledge.
Source: arXiv cs.CL
https://arxiv.org/abs/2610.09639
#MachineLearning

The paper introduces ARCS, a benchmark for text-to-SQL that targets ambiguous user questions.
Source: arXiv cs.CL
https://arxiv.org/abs/2610.09396
#MachineLearning

Manus, the AI agent startup that recently separated from Meta Platforms, announced it has raised more than $500 million in a new funding round.
Source: The Information
https://www.theinformation.com/briefings/manus-raises-500-million-unwinding-meta-deal
#Startups #Meta

SwarmReconGuard is a reproducible black-box benchmark that observes only service-boundary telemetry.
Source: arXiv cs.MA
https://arxiv.org/abs/2610.09138
#MachineLearning

Starlink is still awaiting security clearance before it can seek spectrum and begin commercial services in India. https://techcrunch.com/2026/10/07/india-rejects-elon-musks-claim-of-discrimination-over-starlink-launch/?utm_source=dlvr.it&utm_medium=mastodon

Elon Musk said unnamed oligarchs are blocking Starlink in India, accusing rivals of maintaining a monopolistic chokehold.
Source: Free Malaysia Today
https://www.freemalaysiatoday.com/category/business/2026/10/08/musk-attacks-indian-oligarchs-for-locking-out-starlink
#TechPolicy

Google announced Playground, an experimental platform that turns AI prompts into playable browser games without coding.
Source: Gadgets 360
https://www.gadgets360.com/internet/news/google-labs-playground-ai-prompt-game-creation-features-12154385#rss-gadgets-all
#Tech #Google

BeatFlow-ECG is a conditional rectified-flow model that reconstructs single-channel ECG from synchronized PPG and inertial measurements.
Source: arXiv cs.LG
https://arxiv.org/abs/2610.09052
#MachineLearning