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LMW’s Turnmill Center LR30MY L17 Wins India’s Best Design Award 2026
August 29, 2026 : LMW Limited (formerly known as Lakshmi Machine Works Limited), a leading manufacturer of advanced CNC machines and engineering solutions, is proud to announce that its Turnmill Center LR30MY L17 has bee…
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Rocket Factory Augsburg appoints new CEO
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JEOL Launches Low-Angle Ion-Milling SEM for Advanced-Chip Failure Analysis
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Syensqo Launches Natural Polymer for Laundry Detergents
Syensqo introduces Jaguar Care, a natural, non-microplastic polymer that enhances fragrance delivery, fabric softness, and garment longevity in modern laundry detergents.
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SkillScriptBench: Benchmarking Self-Evolution of Executable Agent Skill Packages Beyond Markdown
arXiv:2610.04008v1 Announce Type: new Abstract: Executable Agent Skills combine natural-language instructions and scripts into reusable packages for LLM agents, and revising them requires fixing errors without breaking …
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Behavioral History Outperforms Descriptions of the Person for LLM Synthetic Personas
arXiv:2610.03998v1 Announce Type: new Abstract: Large language models (LLMs) are increasingly used as synthetic personas representing survey respondents. Their validity as substitutes for particular respondents depends …
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ROAR: Unifying Runs across Heterogeneous AI-Driven Research Systems
arXiv:2610.03966v1 Announce Type: new Abstract: Each run of an AI-driven research system (ADRS) is an expensive search over a vast solution space, and dependable evaluation requires many runs, making run data both costl…
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SGAnalog: An End-to-End Circuit Benchmark from Open-Source Silicon Tapeouts
arXiv:2610.03934v1 Announce Type: new Abstract: Existing analog integrated circuit design benchmarks make two questions hard to answer: whether a model has learned transferable circuit skills rather than recalled famili…
- 资讯公开站gnews_semi_org
Advanced Packaging and Material Characterization for Microelectronics (Virtual Training, Asia & EU) - SEMI.org
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When Terminal-Agent Training Stalls: Demystifying Data Generation and Verification Challenge
arXiv:2610.02405v1 Announce Type: new Abstract: Using a frontier model like Claude Opus as a meta-agent to generate terminal tasks and verifiers for RL training is increasingly common. Yet a runnable Docker image and ex…
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FlashSinkhorn 2: Block-Sparse Entropic Optimal Transport
arXiv:2610.02395v1 Announce Type: new Abstract: Streaming GPU solvers for entropic optimal transport (EOT), such as FlashSinkhorn, avoid storing the dense kernel but still evaluate all $n\times m$ point pairs in every S…
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Traversing the Satisfaction-Diversity Frontier in Text-to-Image Diffusion
arXiv:2610.02372v1 Announce Type: new Abstract: Text-to-image generation enables users to explore several images generated from the same prompt. For these generated images to be useful, each one must reflect the user's …
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DeReAct: Decomposed Reasoning and Acting for Reliable AI Agents
arXiv:2610.02351v1 Announce Type: new Abstract: ReAct-based agents typically rely on a single LLM policy to propose actions, interact with the environment, and decide when a task is complete. This coupling makes action …
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Choosing Before Acting: Comparative Value Estimation for Long-Horizon Tool-Use Agents
arXiv:2610.02330v1 Announce Type: new Abstract: Large language models (LLMs) rely on long-horizon tool invocation sequences for complex tasks, where each invocation can alter the task state and condition subsequent deci…
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The job interview question you don't have to answer
Experts explain what you should do if you are asked for your current salary during a job interview.
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America Makes Launches Nationwide 3D Printing Drone Program for Students
America Makes launches nationwide 3D Printing for Drones program on National Manufacturing Day, offering high school students hands-on experience with additive manufacturing and drone technology.
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Runway introduces Praxis-1 world action model for robotics
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Conflicting Supervision Moves Commitment, Not Capability: A 12.29{\sigma} arrangement effect that is exactly zero under a convention-agnostic score
arXiv:2610.00234v1 Announce Type: new Abstract: "Train a model on the same problems written under two incompatible conventions, both correct, and ask what the ordering of that data writes into the parameters. The learni…
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Build2SPARQL: A Large-Scale Text-to-SPARQL Benchmark Dataset for Building Knowledge Graph Querying
arXiv:2610.00224v1 Announce Type: new Abstract: Building automation systems are increasingly represented as semantic knowledge graphs (KGs) using ontologies such as Brick and ASHRAE 223P, creating a machine-readable sub…
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EviGraph: Proof-Carrying Selective Recommendation over Temporal Public-Service Knowledge Graphs
arXiv:2610.00212v1 Announce Type: new Abstract: Public-service recommendations require evidence that matches the requested service, scope, and date. Yet treating every missing detail as decisive can withhold useful reco…
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Scientific Agents: Evaluating Profession-Specific System Prompts on Scientific Tasks
arXiv:2610.00084v1 Announce Type: new Abstract: Detailed profession-specific system prompts raise token use and estimated cost per response without a consistent accuracy gain. We evaluate Scientific Agents, an open-sour…
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K-Dense BYOK: An Open-Source AI Research Assistant That Runs Locally and Keeps a Hash-Chained Lab Notebook
arXiv:2610.00074v1 Announce Type: new Abstract: K-Dense BYOK (bring your own keys) is a free, open-source AI research assistant for scientists in any field that runs on the researcher's own computer. The researcher supp…
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Gradient-Aligned Pair Selection for Personalized Preference Optimization
arXiv:2610.00061v1 Announce Type: new Abstract: Personalizing large language models (LLMs) requires aligning generation behavior with user-specific preferences rather than aggregate quality. While Direct Preference Opti…
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Characterizing a Configuration Where Inference-Time PRM-Pruned Fragment Grafting Is Inert: Evidence from Three Reasoning LMs
arXiv:2610.00047v1 Announce Type: new Abstract: Diversity collapse in parallel chain-of-thought has motivated inference-time interventions built on a natural design: when a process reward model (PRM) prunes a chain, its…
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ANYbotics launches Shift to streamline robot fleet operations, scale inspections
