EPISODE · Jun 16, 2026 · 8 MIN
Will Kelly: Owning a Custom AI Model is the Trick to Success
from Technical Writing Success · host Curt Robbins
Welcome to episode 204 of the Technical Writing Success podcast from Curt Robbins, where we help you get smarter than your competition. Hosts Daphne Blake and Fred Jones discuss a June 16 article published by Technical Content Strategist and AI Enablement Lead Will Kelly from Springfield, Virginia entitled "Overthinking AI Writing is Cheap. Owning a Custom Model is the Work." Kelly argues that writers should stop wasting energy on philosophical debates regarding AI ethics and instead focus on building personal digital assets. According to him, relying solely on popular frontier models creates a risky dependency where users merely rent their capabilities from large corporations. To avoid this vendor lock-in, Kelly suggests developing a custom corpus and using open-weight models to encode one's unique voice and frameworks. This strategy transforms AI from a temporary transactional tool into a compounding professional asset that offers long-term leverage. Ultimately, Kelly emphasizes that ownership of technology is the only way for creators to remain competitive and independent in an automated future._________________________________"It will not be AI that takes away the job of a technical writer, but rather another technical writer with deep AI skills," said Robbins. — Curt Robbins_________________________________>> Read the original Kelly article: https://tinyurl.com/477fstfn>> Preserve your job with AI coaching from Curt Robbins: https://tinyurl.com/mr3m5fdz>> Read the Robbins article "The Year AI Went Nuclear: Six Largest M&A Deals of 2025": https://tinyurl.com/2vys3mrm>> Read the Robbins article "The Global AI Race: America vs. China": https://tinyurl.com/2uckj7wy>> Read the Robbins article "Understanding AI Hallucinations in Technical Writing": https://tinyurl.com/bdeyd64t>> Read the Robbins article "Yale Study: Impact of AI on the Job Market": https://tinyurl.com/f3cuvvxn>> Read the Robbins article "Why Large Language Models are Changing the World": https://tinyurl.com/bdfv63ca>> Read the Robbins article "Understanding Anthropic: Rising Star in AI": https://tinyurl.com/46btw22z>> Read the Robbins article "Comparing ChatGPT, Gemini, Copilot, & Grok": https://tinyurl.com/3zwttxhk>> Read the Robbins article "AI Job Replacement Fears Are Good. Here's Why.": https://tinyurl.com/p5t27t7d>> Join the LinkedIn group AI for Career Success: https://tinyurl.com/mr28u7td>> Subscribe to the Technical Writing Success podcast: https://tinyurl.com/uu9hpyzt>> Subscribe to the YouTube channel AI for Career Success: https://tinyurl.com/29t4x5xu
What this episode covers
Welcome to episode 204 of the Technical Writing Success podcast from Curt Robbins, where we help you get smarter than your competition. Hosts Daphne Blake and Fred Jones discuss a June 16 article published by Technical Content Strategist and AI Enablement Lead Will Kelly from Springfield, Virginia entitled "Overthinking AI Writing is Cheap. Owning a Custom Model is the Work." Kelly argues that writers should stop wasting energy on philosophical debates regarding AI ethics and instead focus on building personal digital assets. According to him, relying solely on popular frontier models creates a risky dependency where users merely rent their capabilities from large corporations. To avoid this vendor lock-in, Kelly suggests developing a custom corpus and using open-weight models to encode one's unique voice and frameworks. This strategy transforms AI from a temporary transactional tool into a compounding professional asset that offers long-term leverage. Ultimately, Kelly emphasizes that ownership of technology is the only way for creators to remain competitive and independent in an automated future._________________________________"It will not be AI that takes away the job of a technical writer, but rather another technical writer with deep AI skills," said Robbins. — Curt Robbins_________________________________>> Read the original Kelly article: https://tinyurl.com/477fstfn>> Preserve your job with AI coaching from Curt Robbins: https://tinyurl.com/mr3m5fdz>> Read the Robbins article "The Year AI Went Nuclear: Six Largest M&A Deals of 2025": https://tinyurl.com/2vys3mrm>> Read the Robbins article "The Global AI Race: America vs. China": https://tinyurl.com/2uckj7wy>> Read the Robbins article "Understanding AI Hallucinations in Technical Writing": https://tinyurl.com/bdeyd64t>> Read the Robbins article "Yale Study: Impact of AI on the Job Market": https://tinyurl.com/f3cuvvxn>> Read the Robbins article "Why Large Language Models are Changing the World": https://tinyurl.com/bdfv63ca>> Read the Robbins article "Understanding Anthropic: Rising Star in AI": https://tinyurl.com/46btw22z>> Read the Robbins article "Comparing ChatGPT, Gemini, Copilot, & Grok": https://tinyurl.com/3zwttxhk>> Read the Robbins article "AI Job Replacement Fears Are Good. Here's Why.": https://tinyurl.com/p5t27t7d>> Join the LinkedIn group AI for Career Success: https://tinyurl.com/mr28u7td>> Subscribe to the Technical Writing Success podcast: https://tinyurl.com/uu9hpyzt>> Subscribe to the YouTube channel AI for Career Success: https://tinyurl.com/29t4x5xu
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Will Kelly: Owning a Custom AI Model is the Trick to Success
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