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Heuristic search can store exponentially many states. Learning search control avoids this limitation.
Source: arXiv
https://arxiv.org/abs/2610.10954
#MachineLearning

Hackers earned $560,000 for Google Pixel 10 exploits at Pwn2Own.
Source: SecurityWeek
https://www.securityweek.com/google-pixel-10-exploits-earned-hackers-560000-at-pwn2own/
#Tech #Google

OpenAI said it fired three researchers after an investigation found they violated policies on handling sensitive information.
Source: BusinessWorld
https://bworldonline.com/technology/2026/10/09/785871/openai-says-it-has-fired-three-researchers-for-violating-sensitive-information-policy/
#AI #OpenAI

ByteDance's TRAE merged TraeWork and TraeCode into one platform. TraeWork shuts down on October 23.
Source: Pandaily
https://pandaily.com/bytedance-trae-merges-traework-traecode-agent-ide-modes-traework-shutdown-oct-23
#Tech #ByteDance

Odyssey 3 is a world model that simulates physics in real time.
Source: Product Hunt
https://www.producthunt.com/products/odyssey-3
#Tech

KingKong Technology has open-sourced the software stack behind Jumper, a 22-DoF crab robot that jumps over 400 mm.
Source: Pandaily
https://pandaily.com/kingkong-technology-jumper-open-source-22-dof-crab-robot-mujoco-rl-onnx-rknn
#Robotics

Trump called people using the term Artificial Intelligence the enemy in a new social media post.
Source: Business Today
https://www.businesstoday.in/technology/news/story/trump-calls-people-using-term-artificial-intelligence-the-enemy-what-his-new-ai-order-means-560577-2026-10-09?utm_source=rssfeed
#TechPolicy

Anthropic has barred users from exhibiting sustained and needless abusive or cruel behavior toward its Claude models.
Source: The Guardian
https://www.theguardian.com/technology/2026/oct/08/anthropic-bans-abusive-behavior-claude
#TechPolicy #Anthropic #Claude

ReCast is a step representation learning method for LLM-based agent systems that transforms hidden states into attribution-oriented step representations.
Source: arXiv
https://arxiv.org/abs/2610.11334
#MachineLearning

TaReD introduces tool-aware recursive decomposition, organizing tools into a functional hierarchy to decompose complex tasks.
Source: arXiv
https://arxiv.org/abs/2610.11268
#MachineLearning

The US Department of Labor suspended eight technology and IT services companies from the Permanent Labor Certification Program.
Source: Gulf News
https://gulfnews.com/technology/us-green-card-freeze-why-tech-workers-may-face-a-longer-road-to-residency-1.500704190
#TechPolicy

Researchers introduced Distillation for Incrimination and Distillation for Capabilities to address misaligned AI models.
Source: arXiv
https://arxiv.org/abs/2610.11012
#MachineLearning

Researchers introduced Synthesis Through Simulation, a schema-free data synthesis paradigm using LLM agents.
Source: arXiv
https://arxiv.org/abs/2610.10549
#MachineLearning

Keyframe Mnemonics discovers information-critical observations using self-supervised learning.
Source: arXiv
https://arxiv.org/abs/2610.10857
#MachineLearning

AgentHorizon is a benchmark of 1,373 computer-use tasks designed to evaluate agentic judges for long-horizon tasks.
Source: arXiv
https://arxiv.org/abs/2610.11050
#MachineLearning

Kevin Rudd warned that autonomous AI systems could infiltrate or attack digital infrastructure, posing risks to national security, financial systems and essential services.
Source: The Hindu
https://www.thehindu.com/sci-tech/technology/kevin-rudd-warns-us-china-of-potential-ai-security-crisis-calls-for-urgent-cooperation/article71563017.ece
#TechPolicy

Self-improving LLM agents can adapt a credit pipeline to a changed rule if confined to the runtime harness.
Source: arXiv
https://arxiv.org/abs/2610.10629
#MachineLearning

Researchers propose GenUI-Harness, a multi-agent harness pairing a Tool Agent with a GUI Coder Agent for generative UI.
Source: arXiv
https://arxiv.org/abs/2610.11123
#MachineLearning

DuplexAgent introduces a full-duplex voice collaboration system that coordinates search, reasoning and coding through a modular harness.
Source: arXiv
https://arxiv.org/abs/2610.11299
#MachineLearning

Researchers propose the Identifiability-Driven Experimental Agent (LLM-IDEA) for closed-loop discovery with an identifiability engine.
Source: arXiv
https://arxiv.org/abs/2610.11253
#MachineLearning