Lawsuit alleges Meta used AI and device telemetry to target employees on protected leave for layoffs
Meta used AI to tag workers who took leave to be laid off, lawsuit claims According to a 71‑page federal complaint filed in the Northern District of California, a Meta scientist says she received a layoff notice two days before giving birth, and the plaintiffs allege internal AI scores and device telemetry, not manager judgment, […]
Visual agentic UX testing with Amazon Nova Act and Bedrock: scalable pattern and pilot plan
TL;DR Visual, agentic testing, using Amazon Nova Act agents together with generative flow discovery, provides a practical way to scale UX testing across many user journeys while reducing selector maintenance. The AWS reference pattern ties Nova Act, Amazon Bedrock (for flow generation and analysis), and standard AWS building blocks (S3, Lambda, DynamoDB, ECS/Fargate) to generate, […]
Scaling medical content review with Amazon Bedrock: Flo Health’s RAG pipeline and AI Judges
When a single article took a week: how Flo Health rethought medical content review with Amazon Bedrock Flo Health told AWS they had a problem: a single piece of medical article once required an average of seven working days of expert attention. That slowed editorial output for a product used by millions and forced a […]
AI infrastructure under scrutiny: What leaders must do after the Summer of Ludd
Short version for leaders The Summer of Ludd’s puppet theatrics signal real regulatory, reputational, and operational risk around AI infrastructure and platform power. Treat the protest playbook as an early-warning system. Disclose energy metrics, harden model safety for high-risk uses, negotiate enforceable community benefits, and design privacy-forward products. The puppet that wouldn’t let you film […]
Miora demo: AI builds a full brand from one brief—pilot, IP and data checks for leaders
TL;DR Siraj Raval used Miora, billed as an “agentic creative studio”, to turn a three-item brief (brand name, audience, vibe) into a full visual identity in a short demo. The tool appears to apply a single taste correction across later outputs in the demo, but the video is sponsored and leaves key technical, legal, and […]
Australia’s copyright test: balancing AI datacentre investment, TDM rights and creators’ pay
Labor’s test: will copyright bend to please AI firms, and at what cost? Reporting in mid July 2026 brought a familiar tension into the open: ministers weighing copyright reform while big AI firms press for legal certainty tied to where they build datacentres. Guardian Australia (12 July 2026) published Treasury FOI material and interviews showing […]
MORPHEUS: Skyfall AI’s Persistent Enterprise Simulation to Benchmark Continual RL
Skyfall AI Releases MORPHEUS: A Persistent Enterprise Simulation That Raises the Bar for Continual Reinforcement Learning A missed data feed today raises latency tonight, which increases queueing tomorrow. A week later, the “good” policy is quietly steering costs into trouble. MORPHEUS is Skyfall AI’s attempt to make that compounding, long-lived reality hard to ignore. What […]
AI as Accessibility: One-Click Assistant Restores Executive Function for Neurodivergent Workers
When your brain works differently, AI isn’t a luxury, it’s accessibility He used to lose two to three follow‑ups per week. Today he reports zero dropped follow‑ups in the past month, and he starts his day with two words: “Run scan.” Note: This is a detailed single‑person case study, not peer‑reviewed evidence. The outcomes described […]
OBO token exchange for multi‑tenant AI agents with Amazon Bedrock AgentCore Gateway
Implement on‑behalf‑of token exchange for multi‑tenant agents with Amazon Bedrock AgentCore Gateway This practical guide is for architects and engineering leaders building multi‑tenant generative‑AI agents that need per‑user, per‑tenant authorization. It shows why naive approaches fail, how the OAuth 2.0 on‑behalf‑of (OBO) pattern (RFC 8693) solves the issue, and how Amazon Bedrock’s AgentCore Gateway + […]
Soofi S 30B: German-focused Nemotron MoE for high-throughput long-context tasks, but weak extraction
A German open model that prioritizes German text and long documents, with important limits Soofi S 30B‑A3B is a new open‑weight language model from a German research consortium coordinated by the KI Bundesverband. Trained on Deutsche Telekom’s Industrial AI Cloud in Munich, the model pairs a Nemotron‑style hybrid mixture‑of‑experts (MoE) architecture with a deliberate German‑heavy […]