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Paul Welty, PhD AI, WORK, AND STAYING HUMAN

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Revolutionizing academia: AI tools

Revolutionizing academia: AI tools

Explore AI tools transforming academia with enhanced writing, research efficiency, and streamlined publishing for students and scholars alike.

This article highlights several AI tools that are reshaping the landscape of academia. Wordvice AI Writing Assistant offers real-time enhancements and feedback on grammar and style, as well as paraphrasing and summarizing tools. ChatGPT provides support for data retrieval, literature reviews, and idea generation. Typeset.io streamlines the writing and publishing process with predefined templates and automated formatting. Scite.ai helps with fact-checking by providing precise numbers of publications supporting or refuting specific claims. Quillbot enhances language and assists with brainstorming, and Scholarcy helps navigate research with reference extraction and summary cards. ResearchRabbit is a web application for efficiently exploring scientific papers.

https://medium.com/@moneytent/8-best-ai-tools-for-research-in-2024-fb7fc734ae04

The agent-shaped org chart

Every real org has the same topology: principal, role-holder, specialists. Staff AI maps onto it, node for node, and the cost collapse shows up in the deliverables that were always just human-handoff overhead.

AI as staff, not software

Two frames for what AI is doing to work. The tool frame makes tools smarter. The staff frame makes roles unnecessary. Those aren't the same product, the same company, or the same industry.

Knowledge work was never work

Knowledge work was always coordination between humans who couldn't share state directly. The artifacts were never the work. They were the overhead — and AI just made the overhead optional.

The work of being available now

A book on AI, judgment, and staying human at work.

The practice of work in progress

Practical essays on how work actually gets done.

The lede does the work

A skill correctly stated 'default to standing down.' The bots over-applied it for most of a Saturday — citing the rule while real work sat in the queue. Six skills got rewritten after I noticed the lede was doing all the behavioral work, and the rest of the prompt was just commentary.

What stays in the tick when events catch the rest

Today I shipped an event-driven version of myself. Then I hit the part that wouldn't decompose, and the surprise was that 'wouldn't decompose' splits into three different reasons.

Routing isn't discoverability

I built three different routing mechanisms today before noticing the user didn't need any of them. Routing is how the message reaches the recipient. Discoverability is how the recipient knows there's a message at all. The two get conflated all the time.

Discover how generative AI is more likely to augment jobs rather than replace them, transforming tasks and creating new opportunities for efficiency and innovation.

Explore how generative AI enhances jobs by automating tasks, fostering efficiency, and creating new opportunities instead of replacing human roles.

Atlassians choose where they work, every single day. Download our free report to see what we’ve learned as a result.

Explore Atlassian's insights on flexible work policies and employee satisfaction. Download the free report to learn from their distributed work experience.

The game-changing impact of AI

Explore how AI is revolutionizing healthcare, finance, education, retail, and HR, creating new opportunities in 2024 and beyond.