Invoice OCR with doctr: practical production knobs, two-pass recognition, and rollout checklist

“Open it and Ctrl+F for ‘INV-2024-00817’, the scan is unchanged, but the text is selectable.” A concise tour for engineers and product owners building invoice OCR pipelines with doctr (Mindee’s python-doctr). Practical knobs, trade-offs, and an operational checklist you can act on after running the notebook examples. Prerequisites and what to expect Code: the examples […]

Gemini in Workspace: Check tenant defaults and audit logs before rollout

Gemini can pull from your Workspace by default, check your tenant before you roll it out Google’s Gemini in Workspace can surface content from Gmail, Drive, Docs, Calendar, Chat and Meet to provide more context-aware answers. That capability is described in Google’s Workspace documentation as a retrieval/grounding pattern consistent with Retrieval‑Augmented Generation (RAG), and many […]

Procurement must mandate AI disclosure after flawed citations in A$3.48M ACCS report

Dubious footnotes undercut a A$3.48 million trial, and procurement needs to catch up Public policy needs reliable evidence. A A$3.48 million age‑assurance technology trial run by the UK‑based Age Check Certification Scheme (ACCS), a report that helped inform Australia’s under‑16 social media ban, is now under scrutiny after investigators flagged multiple problematic references and apparent […]

Meta’s Personal-AI Manifesto Needs a Compatibility Matrix, Privacy Whitepaper and SLAs

Executive summary Thesis: Mark Zuckerberg’s roughly 6, 500‑word essay, “The Future Is for Everyone” (Meta), promises ubiquitous personal AI agents, but public reaction has been skepticism, not celebration. Why it matters: For business leaders, the question isn’t the idea; it’s delivery. Device compatibility, clear privacy controls, and stable commercial terms will determine whether a personal‑AI […]

Automated interviews: why hiring needs transparency, audits and meaningful human oversight

When interviews become automated: why hiring needs more human judgement, not less “Almost half of UK jobseekers have found themselves pitching to an AI bot, according to recent research.” That line, reported in The Guardian, captures why automated and asynchronous hiring is not only speeding recruitment, it’s changing the experience of work for many candidates, […]

20% of Employed Americans Delegate Work to AI: A Practical Playbook for Leaders

20% of employed Americans report delegating at least one task to AI, but “delegate” needs unpacking A July 10-19, 2026 survey conducted for Epoch AI by Ipsos found that 20% of employed U.S. adults say they have delegated at least one work task to AI that previously went to a coworker or outside contractor. That’s […]