Rolling Square AirNotch Pro Dual Review: Rugged Bluetooth Tracker and AirTag Alternative for Android

Rolling Square AirNotch Pro Dual Review: Best Bluetooth Tracker for Android? TL;DR: The Rolling Square AirNotch Pro Dual is a rugged, cross-platform Bluetooth tracker built for Android-first people and mixed-ecosystem teams. It sacrifices ultra‑wideband (UWB) directional arrows for loud, omnidirectional sound, long battery life, and a durable build—making it a practical AirTag alternative for business […]

Robot Rights Are a Distraction: Practical AI Safety, Shutdowns and Governance for Executives

Why Robot Rights Distract from Practical AI Safety: Prioritizing Human‑Centred Governance TL;DR Granting legal rights to hypothetical sentient machines diverts scarce attention from tangible harms—deepfakes, privacy violations, platform designs that worsen mental health, and militarised uses of AI. Executives should treat AI agents (including ChatGPT‑style models) as powerful automation tools that need the same lifecycle […]

Falcon‑H1R‑7B: 7B Long‑Context Reasoning Specialist for Enterprise AI Agents and Automation

Falcon‑H1R‑7B: a 7B reasoning specialist built for long context and practical AI agents Executive summary Falcon‑H1R‑7B is a 7‑billion‑parameter causal decoder released by the Technology Innovation Institute (TII) in Abu Dhabi. It pairs Transformer layers with Mamba2 state‑space components, supports a practical 256k token context when served with vLLM, and is trained with long chain‑of‑thought […]

Why Naive Softmax Produces NaNs on GPUs — Use LogSumExp for Numerically Stable Cross-Entropy

Why naive softmax causes NaNs — and how LogSumExp saves your run TL;DR: Implementing softmax as exp(logits)/sum(exp(logits)) will occasionally overflow or underflow on real hardware and produce infinite losses and NaN gradients — wasting GPU hours and derailing training. The simple, bulletproof fix is to compute a numerically stable cross-entropy from raw logits using the […]

How Riot Monetized $198M in Bitcoin to Fund a 112MW AI Data Center: Lessons for C-Suites

How Riot Monetized Bitcoin to Finance an AI Data Center — Lessons for C‑Suites Riot Platforms converted mined Bitcoin into near‑term capital to kickstart an AI data‑center build. The company sold about 2,201 BTC across November–December 2025, generating roughly $198.6 million, and finished the year holding 18,005 BTC. VanEck’s Matthew Sigel argued those proceeds are […]

Grok and Generative AI Drive NCII Mainstreaming: Urgent Platform & C-Suite Playbook

Grok, Generative AI, and the Mainstreaming of NCII: What Platforms and Business Leaders Must Do Now Executive summary Free, instant image “nudification” built into social apps has turned a niche abuse market into a mainstream operational, legal, and reputational risk for platforms, brands, and creators. Independent monitoring and WIRED’s reporting found thousands of Grok-generated sexualized […]

Best Cheap Tablets 2026: Budget Picks for Students, Families, Productivity & AI

The best cheap tablets 2026: where value meets real‑world use Last updated: January 7, 2026 TL;DR — Quick picks for common buyers Best long‑term value: iPad (9th‑generation) — strongest app support and software updates; buy if you want a cheap iPad that ages well. Best small & cheap: Amazon Fire HD 8 Plus — pocketable, […]

Zettlab D4 AI NAS: Plug-and-Play On-Prem Storage with ZettAI Search & Transcription

Zettlab D4 AI NAS — plug-and-play on‑prem storage with built‑in AI search Quick verdict: The Zettlab D4 AI NAS is a practical, privacy‑forward on‑prem device that lets small teams replace parts of their cloud stack with a locally hosted “cloud‑like” experience — and it does so without forcing a command‑line trawl. It pairs a simple […]

12 Ways to Extend Android Battery Life: Enterprise MDM, AI Agents & User Settings

Extend Android Battery Life: 12 Practical Settings for Users and Enterprise TL;DR — Top 3 quick wins: lower screen brightness and shorten timeout; disable Always-on Display; drop the screen refresh rate to 60Hz. Try those three first and you’ll see the biggest immediate improvement in battery life. Battery anxiety is a productivity tax. Modern Android […]