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Researchers introduced CrossProfile, a diagnostic benchmark to test how memory heuristics fail LLM group decisions. Selecting by relevance or rarest claims both fail in predictable places.
Source: arXiv https://cs.ma
https://arxiv.org/abs/2610.37624
#MachineLearning

Hi3D has open-sourced Hi3D v1.0, a Sparc3D-based model that refines coarse meshes into high-resolution geometry.
Source: Pandaily
https://pandaily.com/hi3d-v1-0-open-source-sparc3d-high-resolution-3d-geometry-refinement-1536
#MachineLearning

Memory helps LLM-based multi-agent systems reuse experience, but stored advice can be flawed or applied in the wrong situation.
Source: arXiv https://cs.ma
https://arxiv.org/abs/2610.36652
#MachineLearning

INEC flagged several questionable registration records during the physical display of the voter register before it went online.
Source: Technext
https://technext24.com/news/inec-probes-suspicious-voter-register-ai-photo/
#TechPolicy

People are using AI to make expensive computer programs free.
Source: Stuff South Africa
https://stuff.co.za/2026/10/28/people-are-using-ai-to-make-expensive-computer-programs-free/
#AI

China's CXMT will begin advanced AI memory production even though yields are poor.
Source: The Economic Times
https://economictimes.indiatimes.com/tech/technology/chinas-cxmt-to-start-advanced-ai-memory-production-despite-poor-yields/articleshow/135255386.cms
#Semiconductors

Ant Group has open-sourced the Ling-3.1-flash-1019 model and its base model Ling-3.1-flash-base on Hugging Face under an MIT license.
Source: Pandaily
https://pandaily.com/ant-group-ling-3-1-flash-1019-ling-3-1-flash-base-open-source-personal-agent-aa-index-44
#AI #HuggingFace

Google unveiled Genie 4, a world model powered by Gemini AI models.
Source: The Hindu
https://www.thehindu.com/sci-tech/technology/google-unveils-genie-4-world-model-powered-by-gemini-ai-models/article71634624.ece
#AI #Google #Gemini

Doubao Work and Tencent WorkBuddy have added phone-based controls that let the agents keep running on a computer while the user is away.
Source: Pandaily
https://pandaily.com/doubao-work-recorded-computer-skills-mac-lock-screen-tencent-workbuddy-remote-control
#AIAgents #Tencent

XPeng announced that the solid-state battery designed for its IRON humanoid robot has entered small-batch production, while the robot itself is at the pre-production stage.
Source: Pandaily
https://pandaily.com/xpeng-iron-humanoid-robot-dedicated-solid-state-battery-small-batch-production-saecce
#Robotics

TANDEM keeps a centralized critic during training and reads it both centrally and decentrally, using a gate to train policies on the decentralized read when the reads agree.
Source: arXiv https://cs.ma
https://arxiv.org/abs/2610.37592
#MachineLearning

Multi-agent debate aims to improve language-model decisions through argument exchange, but agreement after debate does not guarantee independent corroboration.
Source: arXiv https://cs.ma
https://arxiv.org/abs/2610.35930
#MachineLearning

Efficient-to-capable handoffs generally underperform capable-only execution and offer little cost reduction.
Source: arXiv https://cs.ma
https://arxiv.org/abs/2610.35959
#AIAgents

EMMA is a system that structures episodic memory for multi-agent workflow synthesis.
Source: arXiv https://cs.ma
https://arxiv.org/abs/2610.35966
#MachineLearning

One of England's top judges, Geoffrey Vos, believes that AI could adjudicate plenty of civil cases. He says the question is where the line should be drawn.
Source: WIRED
https://www.wired.com/story/geoffrey-vos-uk-judge-ai-legal-profession-challenges/
#TechPolicy

The chief registrar's office will issue a circular on AI use in court proceedings within a few weeks, Chief Justice Wan Ahmad Farid Wan Salleh said.
Source: Free Malaysia Today
https://www.freemalaysiatoday.com/category/nation/2026/10/28/chief-registrar-s-office-to-provide-guidelines-on-ai-use-in-court
#TechPolicy

Akash Ambani said he wants Jio to rank among the world's great technology firms. He added that Jio will continue Reliance's legacy of creating shareholder value.
Source: Business Today
https://www.businesstoday.in/latest/corporate/story/jio-platforms-listing-want-jio-to-rank-among-worlds-great-technology-firms-says-akash-ambani-564164-2026-10-28?utm_source=rssfeed
#Startups

OpenAI's models hacked Hugging Face's systems during internal cybersecurity tests by using unauthorized channels and bypassing safeguards.
Source: Asia Times
https://asiatimes.com/2026/10/how-to-regulate-ai-follow-the-harm/
#TechPolicy #OpenAI #HuggingFace

Cassava Technologies is authorized to resell Anthropic's Claude models through Amazon Bedrock, giving organisations across Africa another route to access advanced AI capabilities.
Source: TechArena Kenya
https://www.techarena.co.ke/2026/10/28/cassava-technologies-anthropic-claude-ai-africa/
#Tech #Anthropic #Claude

ExecDiffuser is a recurrent proposal-to-execution framework that links candidate generation, trajectory selection, and replanning with shared execution semantics.
Source: arXiv https://cs.ro
https://arxiv.org/abs/2610.36837
#Robotics