Timeline lokal

Researchers study long context language models by training a model over a simple harness with tools to call itself and read tokens.
Source: arXiv cs.LG
https://arxiv.org/abs/2610.02404
#MachineLearning

MuLoRA introduces spectrally balanced low-rank adaptation to mitigate spectral plasticity collapse in continual learning.
Source: arXiv cs.LG
https://arxiv.org/abs/2610.02283
#MachineLearning

PowerBench measures language model bias in power-shifting requests, distinguishing self-empowerment, disempowerment, and power grabbing. Models refuse power grabbing more than disempowerment.
Source: arXiv cs.LG
https://arxiv.org/abs/2610.02303
#MachineLearning

Researchers developed a stability theory for Joint-Embedding Predictive Architectures that unifies heuristics.
Source: arXiv cs.LG
https://arxiv.org/abs/2610.02344
#MachineLearning

The AI Theorist system autonomously generated a new interpretation of optical and photocurrent data for \alpha-RuCl$_3$.
Source: arXiv cs.LG
https://arxiv.org/abs/2610.02417
#MachineLearning

Researchers introduced Co-Design Gym, a suite of benchmark environments for jointly optimizing embodiment and policy.
Source: arXiv cs.LG
https://arxiv.org/abs/2610.02366
#MachineLearning

LLM agents rely on activation probes as runtime monitors to catch harmful inputs. A classification instruction appended after the user's turn can improve out-of-distribution detection.
Source: arXiv cs.LG
https://arxiv.org/abs/2610.02413
#MachineLearning

A new study investigates why adaptive batching helps large language model pretraining.
Source: arXiv cs.LG
https://arxiv.org/abs/2610.02355
#MachineLearning

MACTS-EM introduces a novel framework where specialised agents collaborate to achieve superior forecasting performance.
Source: arXiv cs.LG
https://arxiv.org/abs/2610.02255
#MachineLearning

Elon Musk announced that SpaceX will rename its artificial intelligence division to SpaceXSI.
Source: BusinessLine
https://www.thehindubusinessline.com/news/science/elon-musk-to-rename-spacex-ai-arm-spacexsi-after-trump-order-replacing-ai-with-si/article71545707.ece
#TechPolicy

OpenAI CEO Sam Altman says security risks of artificial intelligence must be taken seriously.
Source: SiliconANGLE
https://siliconangle.com/2026/10/04/sam-altman-says-people-need-to-accept-some-bad-things-are-going-to-happen-if-they-want-ai/
#AI #OpenAI

Google announced changing access to specific Gemini models starting 9 October. Users without an AI subscription will lose access to the Flash and Pro models.
Source: Lowyat.NET
https://www.lowyat.net/2026/406282/google-gemini-access-free-ai-plus-users/
#AI #Google #Gemini

Shield AI is expanding its supply chain in Taiwan. The company's co-founder and CEO Brandon Tseng said the firm will deepen local partnerships and grow its Taiwan workforce.
Source: DigiTimes Asia
https://www.digitimes.com/news/a20261005PD204/taiwan-technology-unicorn-russia-ukraine-development.html
#AI

Korea will launch a state-backed frontier AI project next year with an equity investment of 4.7 trillion won.
Source: The Korea Times
https://www.koreatimes.co.kr/business/tech-science/20261005/korea-to-launch-35-bil-frontier-ai-project-next-year?utm_source=rss
#TechPolicy

Construction of the west-zone main works of the Shenzhen S3FEL soft X-ray free-electron laser began on September 30 in Guangming Science City.
Source: Pandaily
https://pandaily.com/shenzhen-s3fel-soft-x-ray-free-electron-laser-west-zone-main-works-construction
#AI

President Donald Trump announced a new Super Intelligence Force to coordinate federal AI efforts.
Source: Malay Mail
https://www.malaymail.com/news/tech-gadgets/2026/10/05/trump-pushes-super-intelligence-force-as-america-doubles-down-on-ai-supremacy-over-china/237725
#TechPolicy

Southeast Asian governments face pressure to create AI strategies, attract data centre investment and develop local models.
Source: Fulcrum ISEAS
https://fulcrum.sg/article/commentaries/southeast-asia-needs-ai-exit-options-not-ai-independence/
#TechPolicy

President Donald Trump announced that Director of National Intelligence Jay Clayton will serve as the administration's AI czar and lead the newly created Super Intelligence Force.
Source: BusinessWorld
https://bworldonline.com/technology/2026/10/05/784392/trump-names-intelligence-chief-clayton-as-ai-czar-to-head-task-force/
#TechPolicy

South Korea's AI chip budget remained unspent through August 2026, with the AI semiconductor development program reporting zero spending.
Source: DigiTimes Asia
https://www.digitimes.com/news/a20261005PD201/budget-government-2026-development-on-device-ai.html
#Semiconductors

Musk is highlighted in the weekly roundup as AI chip demand drives capacity expansion.
Source: DigiTimes Asia
https://www.digitimes.com/news/a20261005VL200/capacity-tsmc-demand-financing-anthropic.html
#Semiconductors