Six Samsung TV Settings That Dramatically Improve Picture, HDR & Responsiveness
Six Samsung TV Settings That Improve Picture, HDR & Responsiveness TL;DR: Spend five minutes in your Samsung TV settings: disable Eco Mode and automatic brightness, switch to Movie/Filmmaker mode, tune SDR and HDR brightness separately, try different local dimming levels, and turn off motion smoothing for films. These quick changes will often give more accurate […]
CES 2026: 9 Buyable Products for Businesses—Order Now, Procurement Tips & Risks
CES 2026: 9 Buyable Products Businesses Should Order Now TL;DR CES always brims with prototypes, but these nine products were available to buy or preorder at the show—spanning a halo-class Mini LED TV, practical docks and chargers, MagSafe gaming and wallets, a high-frequency chef’s knife, and attention-grabbing novelty items. Each entry below includes price, ship […]
xMEMS MEMS audio chips and micro‑coolers: enabling thinner wearables and sustained on‑device AI
xMEMS: MEMS audio chips and micro‑coolers that could remake wearables Imagine smart glasses that sound like over‑ear headphones and a smartwatch speaker that actually carries a podcast without making your wrist buzz. xMEMS showed a path toward that at CES 2026 with ultra‑thin MEMS (micro‑electro‑mechanical systems) audio chips and a “fan‑on‑a‑chip” micro‑cooler. The pitch is […]
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, […]