Media / Articles
Articles
Reporting, analysis and practical guides, with the evidence and limits beside each claim.
dotSuper / Articles
Articles
Reporting, analysis and practical guides, with the evidence and limits beside each claim.
ChatGPT Dots for SMBs: Five Workflows Worth Piloting, Four to Avoid
Where an always-on agent could help a small team, where it should not act alone, and how to measure a 30-day pilot without confusing activity for value.
How to Set Up a ChatGPT Dot Without Over-Connecting Your Business
A practical first-dot setup guide: eligibility, a bounded responsibility, app permissions, custom rules, review cadence and a two-week acceptance test.
ChatGPT Dots Explained: What the Always-On Agent Actually Does
OpenAI's new dot can keep track of ongoing work between chats. Here is what it does, who can access it, and where human review still matters.
How to Start Using Jev AI
A practical first Jev workflow: try the Playground, create a bounded question, call the API, read confidence and add a safe review path.
Jev AI Use Cases for Business Operations
Three concrete Jev pilot ideas for support, manufacturing quality and procurement, with decision rules and human-review safeguards.
How Fast Is Jev? Reading the Benchmark Claims
TypeSafe reports major Jev speed and cost gains. Here is what its benchmark measures, where it is favorable and how to test your own workflow.
Jev vs LLM Structured Outputs: Which Should You Use?
A practical comparison of Jev and JSON-output LLMs for classification, routing, extraction and complex business workflows.
What Is Jev? A Decision Model, Not a Chatbot
Jev turns bounded questions about business data into typed decisions. Learn what it does, what it cannot do, and where it might fit.
Claude 5.5 vs GPT-6: Which Fits?
A practical comparison of Claude Opus 5.5, GPT-6 Astra, GPT-6 Sol and GPT-6 Luna for research, coding and business workflows.
Claude Opus 5.5: What Changed?
Anthropic released Opus 5.5 on 22 September 2026. Here is what its price, safeguards and performance claims mean for teams choosing an AI model.
AI Agents Need Clear Boundaries
New Opus 5.5 and GPT-6 Astra releases highlight stronger agents. Here is a practical permission and review design for business use.
Gemini 3.8 Live: Voice Agents at Work
Google launched Gemini 3.8 Live and Extended Thinking in September 2026. Explore practical uses and pilot controls for voice agents in operations.