Most data‑quality scorecards obsess over completeness and freshness, yet they never show whether decisions improve. Sebastian Wernicke proposes measuring “decision quality”, the concrete impact of data on specific product choices, and tracking that alongside traditional metrics to prove economic value.
Netflix has acquired InterPositive, the AI‑driven filmmaking tech firm founded by Ben Affleck, to bring creator‑first tools into its production pipeline. The deal adds the entire InterPositive team and positions Netflix to shape next‑gen visual effects while keeping artistic judgment in filmmakers' hands.
Stratechery warns that Chinese open-weight models such as Kimi K3 bring back marginal-cost dynamics, turning inference costs into a direct revenue driver. This flips the AI economics that once favored scale-free software, forcing U.S. companies to develop open alternatives or risk losing competitive advantage.
Gothelf warns that most AI rollouts simply magnify existing workflow flaws. He leans on Barry O'Reilly’s traits‑tasks‑tools model, saying teams must diagnose their core work habits before layering ChatGPT‑style tools, or risk drowning in unhelpful outputs. The insight: AI can boost productivity, but only if the underlying processes are sound.
The site provides an independent, technical index of 247 live AI agents, ranked by adoption, not sponsorship. It helps developers quickly assess capabilities, compare alternatives, and find the right agent for their workflows, reducing search friction in the growing AI agent ecosystem.
Relay is a single-binary Go gateway that presents OpenAI and Anthropic endpoints, then routes each request to the cheapest or highest-quality model based on an on-board evaluation harness. It works with any API key, offers failover, caching, and zero telemetry, letting teams control cost and privacy.
Ekko adds a post-quantum encryption layer that works on top of Instagram, WhatsApp, Telegram Web and other messengers, sealing messages with hybrid X25519/ML-KEM-768 and XChaCha20-Poly1305. It generates keys locally, never stores private keys, and lets users keep their existing apps while protecting chats against future quantum attacks.
Vidmoat offers a video editor that AI agents like Claude or Cursor can run end-to-end via the Model Context Protocol. Just tell the agent “make a punchy TikTok” and it pulls footage, cuts, captions, grades and renders a polished MP4 without clicks. Teams can now churn out multi-platform clips in minutes, not hours.
You’re caught up.
That was all 8 stories in the 21 July issue.