Build Notebook-Native EDA with PyGWalker: Interactive Analysis, Feature Engineering & HTML Exports

Build a Notebook-Native Interactive EDA Workflow with PyGWalker and Thoughtful Feature Engineering TL;DR: Analysts lose time switching between code-heavy notebooks and external business intelligence tools. Combine careful feature engineering, a compact data-quality guard, and PyGWalker’s Tableau-style drag-and-drop inside a notebook to speed hypothesis testing, support both row-level and cohort analysis, and export a standalone HTML […]

Apollo + Morpho Deal Spurs Institutional DeFi and Surge in AI-Powered Presales

Institutional DeFi Meets AI Agents: Apollo, Morpho and the Rise of AI-Powered Presales TL;DR: Apollo’s strategic cooperation with Morpho signals growing institutional influence in DeFi lending, while a new wave of presale tokens—led by projects advertising live AI agents—attract trader attention. These trends create both opportunity and governance, liquidity, and model-risk headaches for business leaders. […]

154-Claim Review: Generative AI Climate Claims Are Greenwashing — No Verifiable Emissions Cuts

Claims that AI can help fix climate dismissed as greenwashing TL;DR: Many corporate “AI for climate” claims conflate low‑energy predictive machine learning with energy‑hungry generative AI (LLMs like ChatGPT, Gemini, Copilot). A review of 154 claims found no example where mainstream generative tools delivered a material, verifiable emissions reduction. Executives should demand workload‑level energy metrics, […]

AI Automation Turns Europe’s Tech Dependence into Opportunity for EU Cloud, Payments & Sovereignty

Europe’s Tech Dependency Is a Strategic Risk — and an AI‑Accelerated Industrial Opportunity TL;DR Risk: Europe routes critical services—cloud, payments, messaging and many enterprise systems—through US-controlled suppliers, creating strategic exposure to sanctions, political pressure and outages. Opportunity: With ~450 million consumers (Eurostat), strong engineering talent and tight privacy rules, Europe can build credible alternatives—especially now […]

Inference Efficiency Breakthrough Makes AI Agents Practical — What Leaders Must Do Next

Why inference efficiency makes AI agents practical — and what leaders should do next TL;DR Inference efficiency has dropped dramatically thanks to new GPUs and inference software, turning always‑on, context‑rich AI agents from expensive experiments into deployable systems. Code-writing and assistant-style AI now dominate demand signals, pushing enterprises toward vendor-managed stacks because of severe AI […]

Claude Sonnet 4.5 on Amazon Bedrock (AWS GovCloud): Secure Claude Code for Regulated Orgs

Claude Code + Amazon Bedrock in AWS GovCloud: Secure agentic development for regulated teams TL;DR Anthropic’s Claude Sonnet 4.5 is available through Amazon Bedrock in AWS GovCloud (US), enabling compliant inference for regulated workloads (FedRAMP High, DoD IL4/IL5). Claude Code (an agentic coding assistant—an autonomous helper that performs multi‑step changes) can be configured to call […]

Alibaba Qwen3.5: Open-Weight, Low-Cost LLM for AI Agents, Long-Context & Multimodal Workflows

Alibaba Qwen3.5: An Open‑Weight, Low‑Cost LLM Built for Agents and Long Contexts TL;DR — Qwen3.5 (Qwen3.5‑397B‑A17B) is Alibaba’s new open‑weight, multimodal model you can download under Apache‑2.0 or access via a low‑cost hosted API. It uses a mixture‑of‑experts design to activate only ~17B parameters per request from a 397B pool, adds a new attention variant […]

Hosted Endpoint Security 2026: Mid-Market Buyer’s Guide to EDR, Ransomware Rollback & Pilots

Hosted endpoint security in 2026: a mid-market buyer’s guide Why this matters: Ransomware outages, surprise renewal spikes, and shrinking security teams mean mid-market companies must pick hosted endpoint security that actually stops modern attacks without creating more operational work. TL;DR Best overall for mid-market: Sophos Intercept X — deep-learning detection, CryptoGuard ransomware rollback (a system-level […]

South Korea FSS Deploys Nvidia H100 GPUs for Real-Time Crypto Anomaly Detection and AI Compliance

South Korea’s FSS Uses Nvidia H100 GPUs for Real‑Time Anomaly Detection — AI for Compliance in Crypto TL;DR: The Financial Supervisory Service (FSS) has upgraded its VISTA surveillance platform with Nvidia H100 GPUs and a sliding‑window grid‑search algorithm to hunt short, transient crypto market manipulation. Internal tests reportedly recovered known manipulation windows and flagged new […]