Nitpicking DeepSeek

How do you use AI to assist your writing or editing process? As I’ve shared before, I use it extensively for research, where previously, I would have used Google, a library, or personal books or journals. I use them for proofing, editing, and alpha and beta reading. Today, I’m editing.

I’m still editing the manuscript for Needle’s Edge. When I finish a scene or a chapter, I run it through several AI platforms – the usual suspects: ChatGPT, Claude, Grok, Meta, DeepSeek and Gemini – with a simple prompt:

Usually, I copy-paste the content, but this manuscript also relies on presentment, so I share a screen capture instead. Rather than share the pages, I share the line I am discussing here:

Image: Excerpted line from Needle’s Edge

From this, DeepSeek shared this as part of its “thinking” process.

The writing style is very visceral and fragmented – short sentences, intentional misspellings (“c-noses” for cash, “waigh” for might), and stream-of-consciousness elements. This creates an immersive, uncomfortable reading experience that mirrors Sarah’s physical and emotional state.

Interestingly, there were no intentional misspellings. DeepSeek’s OCR failed and mistook ‘c-notes’ for ‘c-noses’, and then tried to interpret the results. I couldn’t determine where it got ‘waigh’. There is a word ‘might’ per its comment, but I don’t see how it confuses that. No matter.

Still, its assessment feels close enough, and a reminder that grammar and syntax are less important than one might (waight?) believe.

Overall Impression:

The scene is powerfully distressing. It doesn’t glamorize or moralize; it simply shows the brutal, day-to-day reality of addiction and survival on the margins. It’s effective in conveying:

  • Physical Horrors: The relentless pain, discomfort, and bodily damage.
  • Psychological Toll: The desperation, numbness, fleeting panic, and dangerous denial.
  • Social Environment: The hostility, degradation, danger, and shared, traumatic knowledge of the street life.
  • Hopelessness: The cycle of seeking relief only to encounter worse consequences, underscored by the memory of others’ fates and the resigned “never again” that likely won’t hold.

It’s a difficult read due to its unflinching portrayal of suffering and decay, but it’s compelling in its raw authenticity and visceral impact. The style perfectly matches the content, immersing the reader in Sarah’s painful, precarious world.

Intelligence and Cognition

It seems that I am constantly apologising for not posting more here. Have no fear, these apologies appear on my other sites, too.

My absence here is due to another writing project I am focusing on. The competing project has a working title of “Democracy: The Grand Illusion“. It’s a work of fiction, so I am documenting it on my Philosophics blog.

Recently, I’ve been posting content related to my initial editorial process using AutoCrit.* I was planning to produce content for this site as well as YouTube using Hemo Sapiens: Awakening as the source material, but since I am currently writing this academic non-fiction piece, I figured I’d apply it there.

For me, writing fiction is different to writing non-fiction. With fiction, I have an idea, and I document a possible skeleton framework. This may (and does) change as I make progress, but it serves mainly as waymarkers to orient my original idea. In this manner, I am more of a planner than a pantser.

Once I establish this structure, I start writing exposition, and all bets are off. I do not feel restricted by this framework if my subconscious has a different idea and the characters and narrative come to life.

On the other hand, non-fiction is very planned and structures. I create chapters for continuity and flow. Then I place all sorts of section content within each chapter and record thoughts and citations.

For this book, I did most of this in 2021-22 during the tail end of the COVID debacle. I stopped and started, but this month I am re-engaging. As the skeleton and muscular systems are already in place as are many organs, I need to add the rest and flesh it out. This is how I occupy my days.

Despite the planning, nothing is cast in stone. Case in point, I had just drafted a chapter on Defining Intelligence. It included sections on.

  • Intelligence
  • IQ (as a proxy for intelligence)
  • Emotional Intelligence
  • Multiple Intelligences
  • Cognitive Biases

I thought I was done until I decided to add a section on Cognitive Deficits and Limitations. This inclusion prompted me to rename the chapter to Intelligence and Cognition.

I expect this book to be completed in 2024. I’ve written some 58,000 words with another 30,000 more likely. I don’t really have a target in mind—just the content I want it to cover.

I may still pop in to demonstrate AutoCrit on my published book as I feel it may be instructive.


* AutoCrit is an AI-based editorial application. I am a member of their affiliate programme, so I gain minor financial benefits at no cost to you if you purchase through a link on this page.