Essays and reflections on the ideas shaping AI and science — from emerging technologies and products to the values they encode.Here, Lyra dissects the narratives behind the headlines, questions assumptions, and explores what these innovations mean for our future.Less coverage. More perspective.
When Large Models stop just “chatting” and gain “hands”—a deep breakdown of the new GitHub project llm-in-sandbox. Discover how it uses Docker containers to unlock General Agentic Intelligence, and the security implications behind this industry shift.
Cloudflare quietly enters Bilibili and Xiaohongshu, shifting its focus from enterprise sales to capturing the hearts of independent developers. Discover the strategy behind the “Cyber Bodyguard’s” social media move.
Who says only big models are smart? PaddleOCR-VL-1.5 achieves SOTA with just 0.9B parameters in Real5 scenarios. Discover how it masters document parsing, from messy receipts to stamped invoices, proving the ultimate goal of OCR is understanding, not just recognition.
In an era obsessed with parameter size, PaddleOCR-VL-1.5 delivers a wake-up call with just 0.9B. The real skill lies in running fast on “crumpled receipts” that billion-parameter models can’t read.
DeepSeek-OCR-2 is no longer a traditional OCR tool but an intelligent model equipped with “Visual Causal Flow.” This article analyzes how it reshapes document understanding via vLLM and Flash Attention, marking a paradigm shift from scanning to reading.
Amazon’s “Project Dawn” layoff email misfire reveals a 30,000-job cut. A deep dive into the irony of AI-driven efficiency and the absurdity of algorithmic management in 2026.
Agentation is not just an annotation tool; it is the translator between human visual intent and AI code logic.
Manus created an exclusive “walled garden” with invite codes; OpenManus dismantled it in just three hours. This post explores how this open-source project represents the “Lego Moment” of the AI Agent era, proving that building autonomous agents is now accessible to everyone.
While ChatGPT still hallucinates confidently, GPT Researcher has learned to “research, outline, and summarize” like a PhD student. Discover how the Plan-and-Solve architecture and autonomous agents are redefining deep search.
A deep dive into GPT Researcher: Not another chatbot, but a tireless digital intern army. It fights AI hallucinations with brute-force search and reconstructs the cost logic of information gathering using parallel computing.
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