Googlebook, Magic Pointer, and Gemini: What CIOs Should Ask Before Buying AI-Powered Laptops

Google’s leaked “Magic Pointer” promises OS-level help, but CIOs need answers on productivity, privacy, and manageability before they buy in. Wiggle your cursor and a contextual assistant appears. That demo-sizzle line, the “Magic Pointer” that allegedly activates when you wiggle the pointer and offers Gemini-powered suggestions, captures the idea: put Gemini, Google’s generative AI, at […]

Open-weight AI models on laptops: a business guide to local testing, costs and governance

Powerful open models on laptops: what business leaders need to know Five years ago, “powerful AI” usually meant a cloud API, a token bill and a demo that could choke on latency. That is changing. Alibaba’s Qwen release and Google’s Gemma distribution show open-weight models are maturing. Community quantization and inference toolchains now let teams […]

Artmarket stake increase by Ehrmann family backs Artprice’s vertical AI transformation

On Aug. 24, 2026 Thierry Ehrmann and related parties said they will increase their equity stake in Artmarket.com to back Artprice’s “AI‑First” transformation Artmarket.com says founder and CEO Thierry Ehrmann, his family, and majority shareholder Groupe Serveur plan to buy additional Artmarket.com shares to support Artprice’s shift toward proprietary vertical AI products, Intuitive Art Market […]

XRP at $100: Three AI Models Find It Mathematically Possible but Market‑Cap Makes It Implausible

Three AI Models, One Question: Could XRP Ever Hit $100? Short answer from three different large language models: mathematically possible, practically implausible under current conditions. We asked ChatGPT, Claude and Google Gemini whether XRP could trade at $100. Their reasoning diverged on scenarios and optimism, but all converged on the same constraint: market‑cap arithmetic. How […]

Training AI on Copyrighted Books: Fair Use, Data Provenance, and a 90-Day Playbook

Is it legal to train AI models on copyrighted books? It’s complicated Why this matters now: an AI product that summarizes, answers questions about, or drafts text based on books can be enormously valuable, and it can also step into the market authors and publishers serve. That tension is showing up in courtrooms, the U.S. […]

Harvey Tenet: Agentic RL improves long‑horizon legal work — but weights and reproducibility are closed

Tenet shows vendor‑led post‑training + agentic RL can lift long‑horizon legal work, but the release stops short of reproducibility or open weights Harvey announced a research preview for Harvey Tenet on August 20, 2026. Tenet is a post‑trained checkpoint built from the open‑weight Kimi K3 base, trained with Harvey’s Fireworks trainer and an asynchronous reinforcement‑learning […]

LLMs Can Reduce Research Quality If They Speed the Wrong Steps

When a lab tech turns a 48-hour data-cleaning slog into an afternoon with an LLM, it feels like magic. But every hour saved is also an hour available to start another project. A recent theoretical economics paper (arXiv:2607.17397), authored by researchers at Princeton, the University of Washington and other institutions, models that simple arithmetic and […]