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News
AI in Design Departments: Why the Real Gap Isn’t CAD Data but Design Decision-Making Logic
7+ hour, 25+ min ago (1048+ words) Generative Artificial Intelligence is entering the design departments of the manufacturing industry, with a growing number of application scenarios ranging from drawing search, design document compilation, historical defect retrieval, to DRBFM draft generation and design review problem sorting. Drawings can…...
Astra-Generated Code Has Become Completely Incomprehensible to Humans
9+ hour, 15+ min ago (851+ words) The other day, 𝕏 user @tenobrus posted a tweet describing this phenomenon: when GPT-6 Astra writes code, if it infers that "no human will actually read this piece of code", it will "stop writing for human readers, and stop writing…...
DeepSeek V4.1 Flash Officially Launched: Cui Tianyi Enters the Top-Tier AI Model "Godfather Battle"
3+ day, 22+ hour ago (1808+ words) Just two days after DeepSeek tested the intermediate version of V4.1 Flash, V4.1 Flash was officially launched. This MoE model with a total of 552B parameters adopts a brand new asymmetric Causal-Encoder-Decoder structure. It only has 8B input activation and 16B output activation, with inference…...
New DeepSeek Model Launched: Long-Text Cache Hard Disk Occupancy Plummets by 88%
3+ day, 23+ hour ago (982+ words) ZheDongXi reports on September 10 that DeepSeek has just officially released DeepSeek V4.1 Flash. Built with a brand-new architecture, this 552B-parameter MoE model is the smallest member of DeepSeek's new model architecture family, outperforming a host of flagship models including DeepSeek V4 Pro…...
V4.1 Flash Outperforms Across the Board: Why Developers Still Criticize DeepSeek – Its Gap Is Not Capability, But Software Engineering Mindset
4+ day, 25+ min ago (580+ words) DeepSeek probably believes this is a very simple and clear deal. According to internal and external tests, V4.1 Flash has fully surpassed V4 Pro in performance, cost, speed and total latency. The internal beta notice also mentioned that the new model adopts…...
An IT Empire Built on Toothpicks: Everyone Piles Bricks on Top Yet No One Glances at Its Foundation
4+ day, 4+ hour ago (1496+ words) Have you ever thought about how many layers of tech stack the article you are scrolling through right now has gone through? Every layer sounds rock-solid. Every layer has whitepapers, certifications, and big tech vendor endorsements. But when you stack…...
GPT-6 Astra × V2Fun: How Large Language Models Are Transforming 3D Generation & Shifting the AI Modeling Paradigm
4+ day, 6+ hour ago (1687+ words) Imagine such a 3D modeling process. Then these main components are sent to a professional 3D generation model respectively, and returned in the form of independent assets after dozens of seconds. Next, GPT-6 Astra takes over. It judges the scale and spatial…...
Hands-On Test of GPT Images 2.5: It Even Deciphers Messy Scribbles – Amateur Doodlers With Unpolished Drawing Skills Finally Get Their Game-Changing Turnaround
4+ day, 8+ hour ago (791+ words) The puppy drawn on the following lost-and-found notice (to be precise, a notice to help a lost puppy find its owner) is rendered in a very sketchy, scribbled style. What ChatGPT Images 2.5 imagines the dog looks like based on the…...
Identical AI Coding Models, 70x Token Cost Difference? 3 Real-World Tests Uncover AI Code Generator Cost Black Holes
5+ day, 3+ hour ago (1076+ words) When teams evaluate the cost of AI coding agents, they often scrutinize the models closely. But three recent benchmarks show that agent frameworks, the software that guides models to complete tasks, can be equally important. Any web developer will be…...
Unveiling the Next Wave of AI: The Real Megatrend Most People Still Don’t Know About
5+ day, 4+ hour ago (780+ words) I asked GPT-6 Astra to generate a residential interior scene. In the past, no matter how good-looking the output of this kind was, it was essentially useless once imported into modeling software — all structural information was lost, and the output…...