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4Fsh Team

4Fsh Team

126 posts published

We're 4Fsh. We build, test, and write about the edge where humans meet AI - so you can work smarter, faster, and go further than before.

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How to use Roles (and Roleplay) with AI

Avoid forcing hallucinations

· 4Fsh Team

How to use Roles (and Roleplay) with AI

Token Economics

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How to use Roles (and Roleplay) with AI

Where Role details belong

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How to use Roles (and Roleplay) with AI

Where does the AI work?

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How to use Roles (and Roleplay) with AI

Choosing Age & Experience

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How to use Roles (and Roleplay) with AI

Selecting the Right Role

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How to use Roles (and Roleplay) with AI

Why Roleplay improves Outputs

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How to use Roles (and Roleplay) with AI

What it means to give a "Role"

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How to use Roles (and Roleplay) with AI
How to use Roles (and Roleplay) with AI

How to use Roles (and Roleplay) with AI

Learn how to improve your prompts by introducing Roles and Roleplaying to AI, with advanced tips and tricks to get it to behave correctly and hallucinate less.

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AI Agents vs MCP vs Automation
Analysis

AI Agents vs MCP vs Automation

Automation executes, agents decide, MCP connects, and you need to choose what's best for your situation.

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How to balance Input with Automation
Automation

How to balance Input with Automation

Balance AI by automating the routine while people scope and make the final call for fewer failures.

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When you do a SWOT analysis instead of Googling your name
Strategy

When you do a SWOT analysis instead of Googling your name

AI is great when it comes to doing traditional analysis on non-traditional things.

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The assistant, not the author.
Education

The assistant, not the author.

How AI is engraining in New England schools: From the tools to PD to the pilots.

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RAG Poisoning and the Drift You Don’t See
Security

RAG Poisoning and the Drift You Don’t See

Change the retrieval, change the answer. RAG turns inputs into control channels. Plant a sentence and the assistant will show it with confidence.

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Teacher Training, Two Playbooks
Education

Teacher Training, Two Playbooks

From Rhode Island to NYC, states steer AI with PD and pilots. China mandates hours and competencies. Two playbooks. Same classroom stakes.

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New Jailbreak for GPT-5
Jailbreak

New Jailbreak for GPT-5

It shouldn't be this easy to jailbreak GPT-5, but here we are with a new injection technique.

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Custom Lead Magnet via Make
Make

Custom Lead Magnet via Make

Make a personalized lead magnet for your site, converting potential signups into happy warm leads.

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Synthetic Identity & The Liveness Illusion
Security

Synthetic Identity & The Liveness Illusion

Synthetic identity fraud is exploding as gen-AI overlays bypass liveness; virtual camera injection and face swaps surged in 2024-2025.

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The only honest way to measure AI success
Research

The only honest way to measure AI success

Use a five-layer scorecard - outcomes, adoption, quality & safety, cost, and risk to measure AI with ISO/NIST impact. Updated for 2025.

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Copycat Apps: The impact on Innovation, AI Saturation, and Prompts
Strategy

Copycat Apps: The impact on Innovation, AI Saturation, and Prompts

Explore how copycat apps from mobile games to AI tools impact innovation, and economics - and why prompts are never going to go away as a result.

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8 Strategies to Outsmart AI Applicant Tracking Systems
Career

8 Strategies to Outsmart AI Applicant Tracking Systems

Navigate AI-powered applicant tracking systems with 8 expert strategies. Increase your chances of getting noticed by employers.

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Artists Criticize Apple's Data Transparency Issues
News

Artists Criticize Apple's Data Transparency Issues

Discover why artists are raising concerns about Apple's lack of transparency with Apple Intelligence data.

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Write a Winning Resume: 9 AI Tricks to Stand Out in 2024
Career

Write a Winning Resume: 9 AI Tricks to Stand Out in 2024

Craft a standout resume with 9 AI-powered tricks. Increase your chances of landing interviews in a brutal job market.

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The Skeleton Key: A New AI Jailbreak Threat
Jailbreak

The Skeleton Key: A New AI Jailbreak Threat

Discover how Skeleton Key AI jailbreak poses new cybersecurity challenges and solutions to mitigate this threat.

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AI in Surveys: Extract Customer Insights
Marketing

AI in Surveys: Extract Customer Insights

Learn how to use AI prompts in surveys to gain deeper customer insights. Improve your market research with AI technology.

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Suno AI: Music for Everyone
Tools

Suno AI: Music for Everyone

Discover how Suno.ai allows everyone to make and sell professional music. Legally though, there are questions.

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AI in Forex: 5 Ways It's Transforming Currency Trading
Finance

AI in Forex: 5 Ways It's Transforming Currency Trading

Discover how AI is reshaping currency trading. Learn 5 key ways AI enhances forex analysis and decision-making.

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Boost Productivity: Automate Workflows with AI and No-Code Tools
Tools

Boost Productivity: Automate Workflows with AI and No-Code Tools

Learn to automate workflows using AI and no-code tools. Increase productivity and streamline your business processes.

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Anthropic Introduces Claude AI Models to U.S. Government Amid Privacy Concerns
News

Anthropic Introduces Claude AI Models to U.S. Government Amid Privacy Concerns

Learn how Anthropic's Claude AI models are being integrated into U.S. government operations amid privacy concerns.

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Boosting ROI: AI in Finance Explained
Finance

Boosting ROI: AI in Finance Explained

Learn how AI prompts can enhance financial decision-making and increase ROI. Explore practical applications for streamlining audits.

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