Insights for operating change
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Eight US States Sue OpenAI: Gap Between Child Safety Claims and TermsEight US state AGs sued OpenAI over ChatGPT safety claims. Three points internal AI adoption leaders should check right away.Read article →
Meta Launches Open-Weight AI Model That Runs on Mac: The Two-Unit Setup ExplainedMeta's "Muse Spark Open" (Oct 15, 2026): open-weight model running on Macs without cloud APIs. Specs, hardware needs, licensing, use cases, governance.Read article →
Amp Expands Beyond Coding Into Business Workflows With New OpenAI ModelsOpenAI (Oct 14, 2026): Amp, a coding agent, now handles non-dev work. GPT-6 Astra and Ultrafast in accounting, sales, HR—plus governance questions.Read article →
Bank of America Adds 1,000 Contractors to Clean Up Vulnerabilities Exposed by Anthropic's MythosBank of America hired 1,000 contractors to fix vulnerabilities flagged by Anthropic's Mythos AI. Factor in remediation capacity and budget.Read article →
New OpenAI and Google models can be tricked into generating sexual images with minor prompt tweaksMindgard research: OpenAI and Google image-generation models can be tricked into producing sexual or violent images via slightly modified prompts.Read article →
Meta Announces New Frontier Models "Muse Wonder" and "Muse Wonder Full": What to Look At When Choosing Agent Implementation OptionsMuse Wonder and Muse Wonder Full (Oct 12, 2026): agentic frontier models. We compare pricing, API vs subscription access, and business adoption checks.Read article →
This Week's AI Update (Week of October 11, 2026): Safety Departures, Government Push, and Infrastructure-Side CorrectionsOpenAI safety staffer departs, US unveils Super Intelligence Accord, Amazon and Google issue operational corrections. 5 stories organized by business impact.Read article →
How to Conduct a Business Process Inventory: Building an Information Base to Judge Which Tasks to Hand to AIAlign granularity across accounting, HR, sales, and planning to build a business process inventory and judge which tasks AI can handle.Read article →
Visualize your operations before you bring in AI: a decision framework for untangling key-person dependency in accounting, HR, sales, and planningVisualize operations before applying AI. Using MIC and IPA statistics, we cover key-person dependency, internal controls, and cross-functional design.Read article →
California Bans AI-Only Termination Decisions: Governance Steps Japanese Companies Should Take Early for HR AICalifornia's SB 947 (signed Sep 30, 2026, effective Jul 1, 2027) bans AI-only termination/discipline. Key HR AI governance steps for Japanese firms.Read article →
OpenAI Delays Its IPO Past 2026. What the Safety-Driven Delay Means for Companies Adopting AISam Altman rules out an OpenAI IPO in 2026, citing AI safety, as the company reportedly seeks private funding at a $1.4 trillion valuation.Read article →
OpenAI DevDay 2026 Recap: How to Treat the Always-On Agent "Dots" as a Management DecisionOpenAI's DevDay 2026 (Sep 29, 2026) unveiled GPT-6.1 Sol and agent "Dots." We cover pricing, availability, business use cases, and governance points.Read article →Gemini 4 Argon Announced. The Top-Tier Model Remains in 'Limited Release' — What Management Should Watch: Pricing and Eligible Use CasesGoogle DeepMind announced Gemini 4 Argon on Sep 30, 2026. The top-tier version launched in limited release for trusted cyber defense teams. Pricing and access.Read article →
Resolving Key-Person Dependency in Accounting: A Roadmap for Strengthening Controls and Deploying AI Agents66.1% of accounting staff say journal entries rely on specific people's experience. A roadmap for strengthening controls and adopting AI agents.Read article →
Claude Cowork and Chat Become One: 3 Things to Check Before Using It at WorkOn September 16, 2026, Anthropic announced it is folding Claude Cowork into Claude. What the merger involves, and 3 things to confirm before using it at work.Read article →
How to Build a Next-Generation Workflow with Generative AIA practical method for moving beyond chat tools and designing AI-assisted operations that connect safely with existing systems.Read article →
Moving Beyond the Talent Shortage by Reconnecting Work and DataHow to reconnect fragmented SaaS, data, front-line work, and management decisions through a shared operating model.Read article →
A Responsible AI-Assisted Operating Model for ManufacturingA scenario-based guide to turning tacit shop-floor knowledge into a controlled, reusable operational asset.Read article →
Three Conditions for Operator-Led AI TransformationThe authority, learning environment, and incentives teams need to improve work safely with AI.Read article →
Connecting Data and Decisions with the Deltalyze PlatformThe platform vision for linking operational data to accountable decisions, execution, and continuous learning.Read article →
Why Handover Documents Stop Being UsedHandover documents are rarely opened six months later. Why, and how to treat operational knowledge as an asset that grows rather than a record that decays.Read article →
Fixing Savings Estimates That Get RejectedImprovement estimates rarely fail on arithmetic. This piece reframes the problem around measurement and sets out what to capture before you start.Read article →
Points to Settle Before Using AI in AccountingYour auditors decide whether an AI-assisted process satisfies internal control. This piece lists the points to settle on your side before that conversation.Read article →