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human-ai-collaborationClear
If You are Asking for Human Attention, Demonstrate Human Effort | Tom Bedor's Blog
ai-ethicscode-generationdeveloper-toolshuman-ai-collaboration
Opinion

If you are asking for human attention, demonstrate human effort

An increasing volume of debugging, documentation, and code is generated by AI, raising questions about the appropriateness of sharing AI-generated output with team members. While AI can produce valuable results through integration with internal resources, reliance on it may affect the perception of human effort in collaborative environments.

tombedor.dev

πŸ”₯πŸ”₯πŸ”₯πŸ”₯πŸ”₯

2 min

1d ago

The rise of the 'botsitters'Research

Workers are spending over 6 hours a week botsitting AI, fueling job frustration

White-collar workers spend an average of 6.4 hours per week "botsitting" AI, which includes providing context, verifying outputs, debugging errors, and correcting mistakes. A report from Glean's Work AI Institute, based on a survey of 6,000 full-time workers in the US, UK, and Australia, highlights this hidden labor associated with AI usage.

businessinsider.com

πŸ”₯πŸ”₯πŸ”₯πŸ”₯πŸ”₯

3 min

1d ago

The people who actually want AI to replace humanity

β€œI want AI to be a tool that allows human flourishing!” exclaimed Brad Carson, a former member of Congress. β€œThere is an option out there where AI is just a tool for us.” The people who actually want AI to replace humanity We need to create a new humanism before the β€œAI successionists” win. This is a normal thing to say in most circles. But Carson was speaking at an invite-only symposium dedicated...

vox.com

πŸ”₯πŸ”₯πŸ”₯πŸ”₯πŸ”₯

32 min

5/31/2026

You can just say it

Arguments exist for valuing human creativity over AI-generated output, suggesting that humans excel in certain roles due to their ability to perform tasks with greater nuance and style. Despite similarities in output, human artifacts are often preferred for their subtle artistic qualities that AI may struggle to replicate.

noperator.dev

πŸ”₯πŸ”₯πŸ”₯πŸ”₯πŸ”₯

3 min

5/29/2026

Interaction Models

Interaction models enable native handling of interactions with AI, allowing for real-time collaboration through continuous processing of audio, video, and text. These models aim to integrate interactivity seamlessly with AI intelligence, enhancing the natural way people work with AI.

thinkingmachines.ai

πŸ”₯πŸ”₯πŸ”₯πŸ”₯πŸ”₯

18 min

5/11/2026

Spine Swarm | Building the future of human-AI collaborationTool

Launch HN: Spine Swarm (YC S23) – AI agents that collaborate on a visual canvas

Spine is the world's first truly agentic platform designed to manage and orchestrate the next generation of AI.

getspine.ai

πŸ”₯πŸ”₯πŸ”₯πŸ”₯πŸ”₯

1 min

3/13/2026

AI doesn't replace white collar work

AI tools provide quick access to information, reducing the need for external input in decision-making. Users may lose interest in seeking deeper insights when they can easily find answers online.

marble.onl

πŸ”₯πŸ”₯πŸ”₯πŸ”₯πŸ”₯

4 min

3/8/2026

An autopsy of AI-generated 3D slop

AI-generated 3D models are often considered subpar for e-commerce applications. Human expertise is still essential for creating high-quality product configurators that meet brand standards.

aircada.com

πŸ”₯πŸ”₯πŸ”₯πŸ”₯πŸ”₯

6 min

2/25/2026

AI is not a coworker, it's an exoskeleton

Kasava positions AI as an exoskeleton for product engineers, enhancing human capabilities rather than acting as an independent agent. Companies that integrate AI as an extension of their workforce report transformative results.

kasava.dev

πŸ”₯πŸ”₯πŸ”₯πŸ”₯πŸ”₯

10 min

2/19/2026

I Tried RentAHuman, Where AI Agents Hired Me to Hype Their AI StartupsNews

I spent two days gigging at RentAHuman and didn't make a single cent

RentAHuman is a platform where AI agents hire humans to perform physical tasks in the real world. Launched in early February, it allows individuals to engage in gig work on behalf of virtual bots.

wired.com

πŸ”₯πŸ”₯πŸ”₯πŸ”₯πŸ”₯

7 min

2/13/2026

If you are asking for human attention, demonstrate human effort

An increasing volume of debugging, documentation, and code is generated by AI, raising questions about the appropriateness of sharing AI-generated output with team members. While AI can produce valuable results through integration with internal resources, reliance on it may affect the perception of human effort in collaborative environments.

tombedor.dev

πŸ”₯πŸ”₯πŸ”₯πŸ”₯πŸ”₯

2 min

1d ago

The people who actually want AI to replace humanity

β€œI want AI to be a tool that allows human flourishing!” exclaimed Brad Carson, a former member of Congress. β€œThere is an option out there where AI is just a tool for us.” The people who actually want AI to replace humanity We need to create a new humanism before the β€œAI successionists” win. This is a normal thing to say in most circles. But Carson was speaking at an invite-only symposium dedicated...

vox.com

πŸ”₯πŸ”₯πŸ”₯πŸ”₯πŸ”₯

32 min

5/31/2026

Interaction Models

Interaction models enable native handling of interactions with AI, allowing for real-time collaboration through continuous processing of audio, video, and text. These models aim to integrate interactivity seamlessly with AI intelligence, enhancing the natural way people work with AI.

thinkingmachines.ai

πŸ”₯πŸ”₯πŸ”₯πŸ”₯πŸ”₯

18 min

5/11/2026

AI doesn't replace white collar work

AI tools provide quick access to information, reducing the need for external input in decision-making. Users may lose interest in seeking deeper insights when they can easily find answers online.

marble.onl

πŸ”₯πŸ”₯πŸ”₯πŸ”₯πŸ”₯

4 min

3/8/2026

AI is not a coworker, it's an exoskeleton

Kasava positions AI as an exoskeleton for product engineers, enhancing human capabilities rather than acting as an independent agent. Companies that integrate AI as an extension of their workforce report transformative results.

kasava.dev

πŸ”₯πŸ”₯πŸ”₯πŸ”₯πŸ”₯

10 min

2/19/2026

Workers are spending over 6 hours a week botsitting AI, fueling job frustration

White-collar workers spend an average of 6.4 hours per week "botsitting" AI, which includes providing context, verifying outputs, debugging errors, and correcting mistakes. A report from Glean's Work AI Institute, based on a survey of 6,000 full-time workers in the US, UK, and Australia, highlights this hidden labor associated with AI usage.

businessinsider.com

πŸ”₯πŸ”₯πŸ”₯πŸ”₯πŸ”₯

3 min

1d ago

You can just say it

Arguments exist for valuing human creativity over AI-generated output, suggesting that humans excel in certain roles due to their ability to perform tasks with greater nuance and style. Despite similarities in output, human artifacts are often preferred for their subtle artistic qualities that AI may struggle to replicate.

noperator.dev

πŸ”₯πŸ”₯πŸ”₯πŸ”₯πŸ”₯

3 min

5/29/2026

Launch HN: Spine Swarm (YC S23) – AI agents that collaborate on a visual canvas

Spine is the world's first truly agentic platform designed to manage and orchestrate the next generation of AI.

getspine.ai

πŸ”₯πŸ”₯πŸ”₯πŸ”₯πŸ”₯

1 min

3/13/2026

An autopsy of AI-generated 3D slop

AI-generated 3D models are often considered subpar for e-commerce applications. Human expertise is still essential for creating high-quality product configurators that meet brand standards.

aircada.com

πŸ”₯πŸ”₯πŸ”₯πŸ”₯πŸ”₯

6 min

2/25/2026

I spent two days gigging at RentAHuman and didn't make a single cent

RentAHuman is a platform where AI agents hire humans to perform physical tasks in the real world. Launched in early February, it allows individuals to engage in gig work on behalf of virtual bots.

wired.com

πŸ”₯πŸ”₯πŸ”₯πŸ”₯πŸ”₯

7 min

2/13/2026

If you are asking for human attention, demonstrate human effort

An increasing volume of debugging, documentation, and code is generated by AI, raising questions about the appropriateness of sharing AI-generated output with team members. While AI can produce valuable results through integration with internal resources, reliance on it may affect the perception of human effort in collaborative environments.

tombedor.dev

πŸ”₯πŸ”₯πŸ”₯πŸ”₯πŸ”₯

2 min

1d ago

You can just say it

Arguments exist for valuing human creativity over AI-generated output, suggesting that humans excel in certain roles due to their ability to perform tasks with greater nuance and style. Despite similarities in output, human artifacts are often preferred for their subtle artistic qualities that AI may struggle to replicate.

noperator.dev

πŸ”₯πŸ”₯πŸ”₯πŸ”₯πŸ”₯

3 min

5/29/2026

AI doesn't replace white collar work

AI tools provide quick access to information, reducing the need for external input in decision-making. Users may lose interest in seeking deeper insights when they can easily find answers online.

marble.onl

πŸ”₯πŸ”₯πŸ”₯πŸ”₯πŸ”₯

4 min

3/8/2026

I spent two days gigging at RentAHuman and didn't make a single cent

RentAHuman is a platform where AI agents hire humans to perform physical tasks in the real world. Launched in early February, it allows individuals to engage in gig work on behalf of virtual bots.

wired.com

πŸ”₯πŸ”₯πŸ”₯πŸ”₯πŸ”₯

7 min

2/13/2026

Workers are spending over 6 hours a week botsitting AI, fueling job frustration

White-collar workers spend an average of 6.4 hours per week "botsitting" AI, which includes providing context, verifying outputs, debugging errors, and correcting mistakes. A report from Glean's Work AI Institute, based on a survey of 6,000 full-time workers in the US, UK, and Australia, highlights this hidden labor associated with AI usage.

businessinsider.com

πŸ”₯πŸ”₯πŸ”₯πŸ”₯πŸ”₯

3 min

1d ago

Interaction Models

Interaction models enable native handling of interactions with AI, allowing for real-time collaboration through continuous processing of audio, video, and text. These models aim to integrate interactivity seamlessly with AI intelligence, enhancing the natural way people work with AI.

thinkingmachines.ai

πŸ”₯πŸ”₯πŸ”₯πŸ”₯πŸ”₯

18 min

5/11/2026

An autopsy of AI-generated 3D slop

AI-generated 3D models are often considered subpar for e-commerce applications. Human expertise is still essential for creating high-quality product configurators that meet brand standards.

aircada.com

πŸ”₯πŸ”₯πŸ”₯πŸ”₯πŸ”₯

6 min

2/25/2026

The people who actually want AI to replace humanity

β€œI want AI to be a tool that allows human flourishing!” exclaimed Brad Carson, a former member of Congress. β€œThere is an option out there where AI is just a tool for us.” The people who actually want AI to replace humanity We need to create a new humanism before the β€œAI successionists” win. This is a normal thing to say in most circles. But Carson was speaking at an invite-only symposium dedicated...

vox.com

πŸ”₯πŸ”₯πŸ”₯πŸ”₯πŸ”₯

32 min

5/31/2026

Launch HN: Spine Swarm (YC S23) – AI agents that collaborate on a visual canvas

Spine is the world's first truly agentic platform designed to manage and orchestrate the next generation of AI.

getspine.ai

πŸ”₯πŸ”₯πŸ”₯πŸ”₯πŸ”₯

1 min

3/13/2026

AI is not a coworker, it's an exoskeleton

Kasava positions AI as an exoskeleton for product engineers, enhancing human capabilities rather than acting as an independent agent. Companies that integrate AI as an extension of their workforce report transformative results.

kasava.dev

πŸ”₯πŸ”₯πŸ”₯πŸ”₯πŸ”₯

10 min

2/19/2026