Developer trains 210M text-to-image diffusion transformer on one GPU in 3.5 days

Skild AI's S1 robot foundation model learns unseen, long-horizon tasks from a single video demonstration via in-context learning, with no weight updates or task-specific post-training. Skild has raised nearly $1.7B since 2023 and hit a $100M annual revenue run rate 10 months after first commercial deployment.

Tako Search is a model-agnostic search tool usable with any model on AI Gateway, with no separate Tako account or API key required. It combines a curated knowledge graph with live web results, returning source-grounded data cards, citations, and visualizations.

Switchyard Partners CEO Joe Kaiser tells Bloomberg Open Interest that power, not chips, could cap the AI boom, arguing data centers may increasingly relocate to stranded power. He also claims capitalism could produce better AI guardrails.

Four AWS posts cover Amazon Quick Automate, a multi-agent automation capability in Amazon Quick Suite, including an end-to-end RFI questionnaire workflow and Outlook email automation. One guide cites a Gartner study finding AI saves sellers nearly five hours a week.

Configurable, instruction-driven detector runs on any LLM managed on Amazon Bedrock, evaluated on five public PII corpora across nine LLM-based detectors including OpenAI PrivacyFilter.