Google Gemma 4: Open Weights, Massive 128K–256K Context and What It Means for Enterprise AI

Google Gemma 4: Open Weights, Huge Context, and What It Means for Enterprise AI 6–8 minute read TL;DR: Google released Gemma 4 under the commercially permissive Apache 2.0 license—four open‑weight models that stretch from phones to H100 workstations, support multimodal inputs and massive context windows, and are built for agentic workflows. If your team wants […]

Evaluate Multi-Turn AI Agents with ActorSimulator: Persona-Driven Testing for Better Goal Success

How to evaluate multi-turn AI agents with ActorSimulator TL;DR: Single-turn tests miss the dynamics of real conversations. ActorSimulator (part of the Strands Evaluations SDK) creates persona-driven, goal-tracking simulated users that maintain conversation history, emit structured reasoning, and integrate with telemetry so you can measure session-level metrics like goal success and helpfulness at scale. Start with […]

Leaders’ Playbook for Generative AI: Scale Language Work, Protect Creative Judgment

How Leaders Should Harness Generative AI: Protect Creative Judgment While Scaling Language Work When a major publisher cancels a novel amid allegations it used machine-generated text, the debate about authorship stops being theoretical—it’s commercial, legal, and reputational. The Hachette cancellation of Mia Ballard’s Shy Girl crystallized the hard questions every executive and creative leader now […]

AI in Schools: Pilot Before Scale — Personalised Tutoring or Erosion of Core Skills?

AI in the Classroom: Personalised Tutoring or Erosion of Skills? AI can scale personalised support or quietly hollow out skills — which path will schools choose? A National Education Union (NEU) poll of 9,000 state school teachers shows teachers are already using AI in education for planning and admin, even as many warn that widespread […]

IBM Granite 4.0 3B Vision: Compact VLM for Enterprise Document Extraction and AI Automation

IBM Granite 4.0 3B Vision: a compact VLM for enterprise document extraction and AI automation TL;DR: If extracting structured data from invoices, reports, tables and charts costs your business time and creates audit headaches, Granite 4.0 3B Vision is a purpose-built vision–language model (VLM) designed to turn messy documents into machine-readable CSV/JSON/OTSL that feed analytics […]

DeepMind’s Agent Traps: How to Secure AI Agents and Protect AI Automation

Agent Traps: DeepMind’s guide to securing AI agents and AI automation Executive summary: Google DeepMind lays out a practical taxonomy of six attack classes that exploit autonomous AI agents’ access to the web, memory, and APIs. These “agent traps” are not academic curiosities—real-world red teams and academic tests have shown trivial exploits that reliably mislead, […]

Runway AI Summit: Key takeaways for media leaders on generative AI risks, governance, and pilots

Runway AI Summit: What Media Leaders Must Know About Generative AI TL;DR Runway’s Manhattan summit showcased booming optimism for generative AI—days after OpenAI reportedly shut down its Sora video app, a failure that underscored how fast product bets can unravel. Generative AI (text-to-video, VFX tools, and more) speeds iteration but doesn’t replace human judgment, hands-on […]

ChatGPT vs Claude: Which Free AI Assistant Should Your Team Keep Open for Business Workflows?

ChatGPT vs Claude: Which free AI assistant should your team keep open? Two free AI assistants in your browser can be a productivity hack or a source of chaos. Tested across everyday business workflows—writing, image generation, voice, research, shopping curation, PDF analysis, multi‑step planning, and attempted autonomous actions—each model shows clear strengths and limitations. The […]

Fernandes Case: How Deepfakes and Identity Abuse Force Platform Responsibility

When intimate violence goes digital: what the Fernandes case reveals about deepfakes, identity abuse and platform responsibility Trigger warning: this piece discusses sexualized abuse, impersonation and threats. If these subjects are difficult for you, please consider pausing or seeking support. Business leaders, platform teams and legal counsels should pay attention: the Collien Fernandes–Christian Ulmen case […]