So, Claude CoWork

Since my last series of AI process posts, the much hyped Claude CoWork finally came to Windows. I was curious about it, so I upgraded to a Claude Pro account. I am enjoying the increased chatbot usage that comes with a Pro account. Claude, possibly, is not. Periodically it starts gently hinting that we are DONE with a particular subtopic and need to MOVE ON. As for CoWork itself, the Windows version is very glitchy. I’ve only gotten a modest amount of useful work out of it. Specifically, I wanted to go back and make clearer POV shift indicators for some of my past novels. I put the manuscripts in a subfolder of the only folder on the computer that CoWork has access to. Then I asked CoWork to review each manuscript, and write a report which quotes the first sentence after each POV shift. Here’s a couple observations:

-Opus 4.6 glitches out less often than Sonnet 4.6 does in Cowork mode, but lives up to its reputation as a usage hog. Reviewing one 50K-ish word manuscript and writing the report on it used up most of a Pro Plan usage session. I ended up running these tasks at times when my session limits had reset, and I did not expect to need Claude for a while. Late at night, early in the morning, times like that.

-Even Opus 4.6 glitches out in CoWork when asked to write fanfic. This might be a guardrail related to Anthropic’s predominantly corporate focus for CoWork. Or maybe I’m not giving it clear enough instructions. As you can see from the past “Fanficcing with Claude” posts, I tend to be pretty general in my fanficcing instructions.

-My initial feeling is that CoWork is going to be most useful for tasks too large for a chatbot and too specific to justify building a whole automation, but we’ll see how it goes.

How to Use Claude.ai for Cleaning Up Transcriptions

This article is primarily about the Claude.ai feature called “projects,” but his example project is about using Claude to cleanup the nasty, incoherent speech-to-text output that Word and similar programs spit out. I’ve tested the commands involved in the free version of Claude, and they work reasonably well. I still went back and reworded and expanded a bunch of stuff after I used it, but it was nice having something that would reliably cut out the nonsense words and repetitions and add some kind of punctuation. Here are the commands; just copy and paste into Claude’s chat window, and upload a short document with your latest chunk of dictation. As always with AI, check the company’s privacy and training policies before feeding it anything of a personal or sensitive nature.

Continue reading “How to Use Claude.ai for Cleaning Up Transcriptions”