How AI is Transforming the Role of a CFO in 2026.
Not long ago, the role of a Chief Financial officer was predictable. It revolved around closing books, ensuring compliance, managing… Continue reading on Medium »
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Distal-Stable Beam for Continuum Robots
arXiv:2604.01490v1 Announce Type: new Abstract: Continuum robots are well suited for constrained environments but suffer from low distal stiffness, resulting in large posture errors under external loads. In this paper, we propose a novel structural primitive, the Distal-Stable Beam, which achieves a strong stiffness gradient through purely geometric design, maintaining compliance in the intermediate section while ensuring high distal rigidity. The structure consists of two parallel rods and one convergent rod constrained by guide disks, introducing geometric coupling that suppresses deformation modes and preserves distal posture. Experiments show that the distal stiffness is 12 times higher than at the center, corresponding to an approximately 100-fold improvement over a conventional canti
Automating Landed Cost: The AI Advantage for ASEAN Sellers
For Southeast Asian cross-border sellers, profitability hinges on one unpredictable variable: the final landed cost. Manually calculating duties, taxes, and fees across ten different ASEAN markets is a spreadsheet nightmare, leading to margin erosion and customer sticker shock. It doesn't have to be this way. The Core Principle: Rule-Based Automation Over Manual Guesswork The solution lies in moving from reactive manual calculations to proactive, rule-based automation. The key principle is encoding each country's unique customs logic—duty brackets, tax-on-tax structures, and de minimis thresholds—into a deterministic system. This transforms landed cost from a post-shipment surprise into a pre-purchase certainty. By automating the application of rules like Indonesia's 7% VAT on CIF + Duty o
Web Scraping Tools Comparison 2026: requests vs curl_cffi vs Playwright vs Scrapy
Web Scraping Tools Comparison 2026: requests vs curl_cffi vs Playwright vs Scrapy Choosing the wrong tool costs you hours of debugging. Here's the practical comparison of every major Python scraping tool, with real benchmarks and clear decision rules. The Short Answer (Decision Tree) Does the page require JavaScript to render content? ├─ NO → Does the site use anti-bot detection? │ ├─ NO → Use requests (fastest, simplest) │ └─ YES → Use curl_cffi (same speed, bypasses TLS fingerprinting) └─ YES → How complex is the anti-bot? ├─ Basic → Playwright (headless Chrome) ├─ Moderate → Playwright + stealth patches └─ Heavy (Cloudflare React) → camoufox (Firefox-based) Scraping 100+ URLs? └─ YES → Is it from the same site? ├─ YES → Scrapy (built-in rate limiting, pipelines, deduplication) └─ NO → c
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