AI Practical Application 20 articles
From understanding mechanisms to designing the right environment for your company and safely adopting AI into daily operations.
Articles are ordered by popularity over the past 30 days.
AI agents don't comply even when fed internal regulations — what a 36.2% pass rate reveals
"Revoke that person's permissions" actually revokes them — before handing administrative operations over to AI
Before Letting AI Agents Access Internal Data: The "Indirect Prompt Injection" Vulnerability
Claude Mythos Preview In-Depth Analysis — Anthropic's Next-Generation Strategy Revealed by the System Card and Project Glasswing
A pragmatic answer for building internal LLMs — Creating Japanese private AI infrastructure with NII's LLM-jp-4
Reevaluating AI model acquisition channels following the Hugging Face acquisition agreement
The era of AI writing directly to sales data — the decisions Claudeforce leaves to you
How extensively are others using AI? — Reading the "next move" for enterprise AI adoption in 2026 from the Okta survey
Before handing credentials to AI agents — safeguards in an era where 54% experienced incidents
Can text and images created with generative AI be used commercially? | Copyright considerations for SMBs
Treating AI agents like "new employees" when adopting them leads to failure — Setting proper expectations
Employees started using ChatGPT without approval — Establishing generative AI usage guidelines for SMBs through client services
Before Internal AI Use Runs Wild | Practical Guide to AI Rules and Guidelines for SMBs
MUFG goes AI-native — replicating enterprise-wide AI rollout for mid-sized financial institutions through outsourced development in 2026
AI scores under 50% on ITBench-AA ─ Human-AI collaborative IT operations for clients in 2026
Protecting AI content trust with SynthID and C2PA: Designing provenance and watermarking governance for clients
File Exfiltration in Microsoft Copilot Cowork: Designing Enterprise AI DLP in Custom Development for 2026
Google Genkit Middleware launched — Designing cross-cutting AI app layers in custom development 2026
OpenAI Privacy Filter & Trusted Access for Cyber — Enterprise AI Governance Custom Design Guidelines (2026)
Showing 1–20 of 20 articles
Turning concepts into design.
Development Environment↔AI Models
Access Permissions · Data · Logs
Building an environment
to use AI internally
Internal data, development environments, and access permissions. Advancing adoption concepts into concrete technical reviews.
Compare approachesOrganize implementation requirementsTest on a small scale
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Google Workspace
administration basics
Resolving administrator uncertainties from rollout to sharing and permissions.
Pricing & rolloutSharing rulesPermissions & security
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Getting started with AI
at work
Selecting tasks to delegate, experimenting on a small scale, and operating safely.
How AI worksTesting in workflowsSafe usage
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Improvement notebook for
growing your website
Forms, usability, and updates: tackling post-launch improvements one step at a time.
Form optimizationUI refinementsUpdates & operations
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