#beam search
38 related articles
·7 min
GitHub Copilot in Practice: The Capability Boundaries of AI Programming and the Irreplaceable Value of Humans
A developer's real case of building a dental clinic management system with GitHub Copilot and Azure SQL, revealing AI coding limits in cloud security config and how Human-in-the-Loop breaks through.
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·7 min
Tencent DiscoBench: The First Benchmark for Evaluating LLM Search Agents' Ambiguity Clarification Capabilities
Tencent Hunyuan and Tsinghua jointly release DiscoBench, the first benchmark evaluating search agents' dynamic ambiguity clarification. Covering 463 ambiguity instances across 11 domains, it reveals real weaknesses of mainstream LLMs.
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·5 min
How an MD Is Reshaping Biological Research with AI Codex: A Practical Path to Accelerating the Fight Against Cancer
Immunologist Derya Unutmaz shares how he used OpenAI Codex to build research-grade apps for flow cytometry analysis and CRISPR design, exploring AI-driven digital twins and personalized cancer treatment.
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·5 min
Retracing the Armada's Homeward Route: A Modern Voyage Reconstructing the 1588 Shipwreck Course
After the 1588 Spanish Armada's devastating defeat, survivors were forced around Scotland and past Ireland's west coast, losing dozens of ships to storms. This article explores a modern voyage retracing that route, combining shipwreck archaeology with digital technology.
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High-Speed Atomic Force Microscopy: A …
·2 min
High-Speed Atomic Force Microscopy: A Real-Time Revolution in Nanoscale Dynamic Imaging
High-Speed AFM (HS-AFM) raises imaging frame rates to tens of frames per second, enabling real-time video of nanoscale dynamics like steel etching and live bacteria. A deep dive into HS-AFM's principles, breakthroughs, and applications.
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·3 min
DAQIRI Platform Explained: Deep Integration of High-Speed Data Acquisition and Real-Time AI Inference
Deep dive into how the DAQIRI platform embeds NVIDIA GPU-accelerated computing into high-speed data acquisition pipelines, enabling real-time AI inference for industrial inspection, scientific experiments, and autonomous driving.
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·3 min
Fusion Startup Funding Landscape: A Deep Dive into the $7.1 Billion Flow and Industry Dynamics
Global fusion startups have raised $7.1B, heavily concentrated in top players. A deep analysis of funding patterns, tech pathways, commercialization challenges, and the investment logic behind this ultimate energy bet.
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·3 min
Loopcraft Explained: Loop-Stacking Architecture Design in AI Agent Development
Deep dive into Loopcraft loop-stacking architecture for AI Agent development, covering retry, self-validation, and meta-learning loops to boost reliability.
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·2 min
Yingshi Jufeng's Swiss Macro Photography Journey: From CERN's Particle Collider to Jaeger-LeCoultre's Watchmaking Workshop
Yingshi Jufeng's Tim explores Switzerland through macro lenses, visiting CERN's 27km particle collider and Jaeger-LeCoultre's workshops to reveal the Calibre 185 four-face watch and Swiss precision culture.
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Tutorials·2 min
Claude Code + Typst: An AI Typesetting Workflow Where Speaking Creates Slides
Use Claude Code to drive Typst with natural language, paired with Skim for real-time preview, to generate academic slides just by speaking. A five-step workflow from idea to professional presentation.
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Deep Dives
Where Did the Antimatter Go? The Most …
·2 min
Where Did the Antimatter Go? The Most Profound Unsolved Mystery of the Universe
The Big Bang should have produced equal matter and antimatter, yet antimatter nearly vanished. Explore antimatter's discovery, CERN experiments, production challenges, and the matter-antimatter asymmetry puzzle.
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Deep Dives
The Vacuum Energy Crisis: Why Quantum …
·4 min
The Vacuum Energy Crisis: Why Quantum Field Theory's Prediction Exceeds Dark Energy by 10^120
QFT's vacuum energy prediction exceeds dark energy observations by 10^120 — physics' worst prediction. Explore the cosmological constant problem, why even optimistic estimates leave a 10^60 gap, and the theoretical solutions being pursued.
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Deep Dives
How the Large Hadron Collider Works: T…
·3 min
How the Large Hadron Collider Works: The Science Behind One Billion Collisions Per Second
A deep dive into how the Large Hadron Collider works—from E=mc² energy-matter conversion to multi-stage acceleration and a three-level trigger system filtering one billion collisions per second.
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Research
The Full Story of the Higgs Boson Disc…
·3 min
The Full Story of the Higgs Boson Discovery: An Insider's Account of the 'God Particle'
A Fermilab physicist's insider account of the Higgs boson discovery: the transatlantic race with CERN, behind-the-scenes details of the 2012 announcement, 14 years of verification, and the true origin of the 'God Particle' name.
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Product Reviews·2 min
Google Beam Experiment Upgraded: Life-Size Visuals + Spatial Audio Reshape Hybrid Meeting Experience
Google Beam's latest experiment uses life-size visuals and spatial audio to give remote participants true face-to-face presence in hybrid meetings, solving participation inequality.
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Deep Dives·4 min
XANI: How GPU-Accelerated X-Ray Nanoscale Imaging Is Revolutionizing XFEL Data Analysis
Explore how the XANI project uses NVIDIA GPUs to accelerate XFEL data analysis, compressing nanoscale imaging from days to hours and advancing fusion materials and semiconductor research.
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Product Reviews·4 min
Bose Lifestyle Ultra Speaker Series Launched: Pricing, Specs, and Comparison with Sonos
Bose launches Lifestyle Ultra series: $299 Speaker, $1,099 Soundbar, and $899 Subwoofer, directly competing with Sonos. Full breakdown of pricing, positioning, and buying advice.
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Product Reviews·4 min
Hugging Face Transformers: The Technical Architecture & Practical Guide Behind 160K Stars
Deep dive into Hugging Face Transformers: core architecture, Pipeline API, model fine-tuning, and multimodal support. A practical guide to the 160K-star AI framework.
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