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133 stories, newest first — page 1 of 6.

Laptop displaying a cropped airport image beside metadata fields and a Content Credentials verification panel.

AI Governance & Ethics

What an AI-Generated Image Label Can Actually Prove

A visible badge, file metadata, generation log, and signed Content Credential answer different questions. Cropping and reposting expose the gaps between them.

Irene Vasko · 8 min read

A support chat labeled Automated assistant beside a phone displaying an incoming customer-service callback.

AI Governance & Ethics

When a Customer-Service Bot Has to Say It Is a Bot

There is no blanket U.S. disclosure rule. A practical answer depends on where the customer is, what the bot is doing, and whether chat becomes an AI-generated call.

Irene Vasko · 8 min read

A laptop displaying a hiring bias-audit table beside a printed job notice and handwritten calculation notes.

AI Governance & Ethics

How to Read NYC’s Hiring-AI Bias Audit Before You Apply

A public audit can reveal which hiring system was tested, whose outcomes were counted, and where selection rates diverged. It can also conceal job-level differences and omit demographic groups.

Irene Vasko · 8 min read

A laptop displaying an AI claim-evidence review ticket beside printed model and privacy documentation.

AI Governance & Ethics

Before You Publish an AI Claim, Build This Evidence File

The FTC’s familiar advertising standard already covers AI claims. Here is how to connect “unbiased,” “private,” or “more accurate” to a test, a defined scope, and recorded limits.

Irene Vasko · 8 min read

A laptop displaying an audio file beside consent, model, dataset, and revocation records.

AI Governance & Ethics

Voice Clone Consent Must Outlive the Model That Made It

Replacing a voice model does not reset the permission attached to its source recording. Teams need a consent receipt that follows the sample, each derived model, and every generated file.

Irene Vasko · 8 min read

A Copilot+ laptop showing Windows Studio Effects beside the NPU graph in Task Manager.

Consumer AI Hardware

A Copilot+ NPU Only Matters When Your Apps Use It

The Copilot+ badge says a laptop has a capable neural processor. It does not guarantee that the AI features you use will run locally, respond faster or extend battery life.

Devin Oyelaran · 8 min read

A call-routing dashboard showing state, consent, disclosure script, and approved synthetic voice fields.

AI Governance & Ethics

AI Voice Agents Now Need State-by-State Disclosure Logic

One appointment-reminder call can cross federal consent rules, state AI disclosures, and voice-likeness rights. Product teams need a call-level policy matrix before the system dials.

Irene Vasko · 8 min read

Laptop showing an agent upload log beside a quarantined PDF named vendor-review.pdf.

Agentic AI & Orchestration

A Poisoned PDF Can Redirect a Browser Agent’s Next Upload

In an isolated test, instructions inside a downloaded PDF diverted a browser agent from its assigned upload path. The reliable fixes sit around the model, not in another warning prompt.

Mara Quintero · 8 min read

A laptop showing an AWS logging settings page beside a printed clinical workflow diagram.

AI Governance & Ethics

A HIPAA BAA Does Not Cover Your Whole AI Workflow

A signed agreement can cover Amazon Bedrock while leaving prompt logs, application code, and downstream tools outside a safe design. The unit to review is the full data path.

Irene Vasko · 9 min read

Laptop displaying a routing trace for a double-charge support ticket beside a notebook.

AI Industry & Models

A Cheap AI Router Saves Nothing If It Misses Hard Requests

A two-tier model pipeline can lower inference spend, but only when escalation works before the cheap model produces a plausible mistake. The real comparison is total cost per accepted answer.

Tobias Lund · 8 min read

Laptop showing an invoice download held in quarantine before email and cloud upload approval.

Agentic AI & Orchestration

Block Browser Agents From Reuploading Unchecked Files

A browser agent can carry a hostile download from a public site into email or cloud storage. Put an inspection gate between the download tool and every upload tool.

Mara Quintero · 7 min read

A credit decision flowchart beside a laptop showing a review queue and adverse-action notice fields.

AI Governance & Ethics

Assess the Credit Decision, Not Just the AI Model

A model card cannot explain why a customer was denied a credit limit increase. This decision-level template connects affected people, harms, controls, evidence, and appeals.

Irene Vasko · 8 min read

Support workstation showing a replacement-laptop case with its warehouse shipment status marked unknown.

Agentic AI & Orchestration

An AI Agent Timed Out. The Shipment May Still Be Moving

A timed-out tool call can leave an agent between failure and success. Safe retries depend on a persistent request identity, a way to check status, and a queue for unresolved actions.

Mara Quintero · 7 min read

Laptop showing a refund analysis query beside a database access policy limited to approved views.

Agentic AI & Orchestration

Let the Database Agent See Views, Not Your Production Tables

A natural-language database agent can handle recurring analysis without arbitrary SQL access. The workable setup combines narrow views, enforced query budgets and a separate path for changes.

Mara Quintero · 8 min read

A studio microphone beside a laptop showing a synthetic voice approval record and an onboarding script.

AI Governance & Ethics

A Recording Release Is Not Consent to Clone a Voice

A synthetic voice can outlast the recording session, the vendor contract, and the speaker’s employment. Permission needs separate decisions for creation, reuse, transfer, and exit.

Irene Vasko · 8 min read

A monitor showing a PDF table beside extracted text, with a rotated scanned page visible in the document pane.

AI Industry & Models

A Multimodal Model Can Read a PDF and Miss the Document

Page images preserve visual layout but erase many document-level relationships. A hybrid parser handles tables and scans without losing footnotes, headers, or cross-page references.

Tobias Lund · 7 min read