Workflow - Feed Archive

TL;DR — Research shows prompt injection attack surface has expanded beyond LLM outputs to brand assets, AI agents, vendor stacks, and customer-facing workflows. Hidden attacks no longer work but visible jailbreaks can compromise product recommendations and customer data. Tactical implication: if running customer-facing AI agents (chatbots, recommendation engines), implement input validation, rate limiting, and test 5-10 adversarial prompts this week—document findings in a security runbook before scale.

TL;DR — OpenAI launched ChatGPT Work on July 21 specifically for enterprise marketing teams—enabling shared workspaces, asset libraries, and audit logs. Teams can collaborate on campaign briefs, creative feedback loops, and copy variants in one workspace. Reduces context-switching between ChatGPT and Slack/email. First marketing teams to adopt see 30–50% faster creative iteration. Tactical implication: Test ChatGPT Work for one high-impact workflow (campaign copy, creative feedback, or account strategy) with your team for 2 weeks—measure time saved in feedback cycles and adoption rate before expanding to full team access.

TL;DR — Anthropic expanded Claude voice to support full-duplex audio (speak and listen simultaneously), live translation, natural turn-taking, and interruption handling. New workspace integrations pipe context from Gmail, Google Calendar, Slack, Canva, and Notion into conversations. Enables real-time voice workflows for research calls, customer interviews, and collaborative copywriting. Tactical implication: Record one weekly team standup or customer call through Claude voice for 3 weeks—auto-generate meeting notes and action items, track time saved versus manual transcription and note-taking.

TL;DR — Anthropic released Claude Opus 5 on July 24, delivering faster reasoning and reduced inference costs vs. Opus 4, becoming the default model on Claude Max. Enables marketing teams to run higher-volume agent workflows for lead scoring, content generation, and campaign optimization. Tactical implication: upgrade one high-volume marketing workflow (email content gen, lead triage, or audience segmentation) to Claude Opus 5 this week—measure latency and cost-per-request vs. previous setup to validate ROI of switching.

TL;DR — Anthropic expanded Claude Integrations (July 23): Zapier routes thousands of apps through pre-built workflows; Atlassian connector enables Jira/Confluence collaboration; Slack integration surfaces channel context for summarization and decision extraction. Research mode now supports 45-minute web/Google Workspace/Integration searches. Tactical implication: connect Claude to your #1 manual workflow (lead data enrichment, content review, or customer research)—measure setup time and time saved per task over 1 week.