Local LLMsTB14
What Are the Drawbacks of a Local LLM, and When Is the Cloud the Better Choice?
Local LLMs have five drawbacks to face honestly: hardware must be bought…
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Local LLMs
Local LLMsTB13
What Are the Advantages of a Local LLM? Five Benefits of Running AI Inside the Company
The biggest advantage of a local LLM is that the company decides where its data…
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Local LLMs
Enterprise AI SecurityTB01
What Are the Risks When Employees Paste Company Data into ChatGPT, and How Should a Company Manage It?
The risk has two layers. Once data is pasted, it sits on the provider's servers…
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Enterprise AI Security
Local LLMsTB02
What Hardware Does a Company Need to Run a Local LLM, and How Much GPU Memory?
Start with GPU memory, not the CPU.
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Local LLMs
Enterprise AI SecurityTB03
When AI Searches Company Documents, Where Does the Data Go in Cloud vs. On-Premises Setups?
On-premises: employees' questions, company documents, and the AI's answers are…
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Enterprise AI Security
Enterprise AI SecurityTB04
What Is Prompt Injection, and Can Documents or Web Pages an AI Agent Reads Give It Instructions?
Yes. Prompt injection hides instructions in content the AI will read so that it…
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Enterprise AI Security
Building AI AgentsTB05
How Should AI Agent Permissions Be Set, and Which Actions Must a Person Approve?
Use least privilege. Each AI Agent gets only the tools, data, and accounts its…
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Building AI Agents
Local LLMsTB06
Is a Local LLM Smart Enough, and How Do You Tell Whether It Works for Your Company?
Public leaderboards cannot answer this; test with your own questions.
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Local LLMs
Building AI AgentsTB07
What Does a Pre-Delivery Security Review of an AI Agent Actually Check?
It checks the exact version being delivered, not some version from during…
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Building AI Agents
Local LLMsTB08
Can a Local LLM Work Offline, and How Do You Update Models and Software in an Air-Gapped Environment?
Yes. After a model is downloaded to the machine, answering questions needs no…
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Local LLMs
Building AI AgentsTB09
How Do You Run Acceptance Testing for an AI Agent, and How Should Test Questions Be Prepared?
Accept an AI Agent with the company's own questions, not the impression from a…
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Building AI Agents
Building AI AgentsTB10
When AI Searches Company Documents, How Do You Make Sure Each Department Sees Only Its Own Data?
Enforce permissions at the retrieval step, not by relying on the AI's judgment.
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Building AI Agents
Enterprise AI SecurityTB11
What Happens If an AI API Key Leaks, and How Should a Company Store It?
A leaked API key lets someone else call AI on your company's account.
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Enterprise AI Security
Local LLMsTB12
Can Open Models Be Used Commercially? Four License Checks Before a Company Adopts One
Not always. It depends on the license of the exact version you download, not on…
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Local LLMs