Why People Hesitate to Share Ideas: Plagiarism, Provenance, and Compensation
Even when people have good ideas, they do not easily share them.
Someone else might take them first and use them as their own, and even if a company or organization profits from that thinking, the original proposer may not be recognized.
The behavior of not sharing ideas cannot be easily explained as simple selfishness or greed.
Behind it lie the following practical concerns.
- My idea might be used under someone else's name.
- It is difficult to prove I was the first proposer.
- The context and process in which the idea was created may disappear, leaving only the result.
- Even if a company or organization gains value, I may not receive fair compensation.
- Thoughts that are not yet fully developed may be prematurely evaluated.
- Once shared, it may spread in ways I cannot control.
The reason people hide their ideas is not that they do not understand the value of sharing.
It is because they lack confidence that their contribution and provenance will be respected even after sharing.
Why Does Sharing Ideas Cause Anxiety
Ideas do not exist in visible form like physical objects.
When one person expresses a thought, another can remember the same sentence and reuse it. Over time, it becomes difficult to distinguish who first proposed it, from what problem it started, and who developed which part.
Especially as an idea develops through multiple people and organizations, provenance fades more easily.
It may have started with one person raising a problem, but later someone else refines the expression, adds new cases, and implements it as an actual product or business.
Looking only at the final result, it is difficult to answer the following questions.
- Who first discovered the problem
- Who first proposed the core idea
- Who actually developed the idea
- Which contribution had a decisive impact on the result
- At what point and in what direction the idea changed
So people think about the risks of sharing an idea before considering its value.
Idea Plagiarism Cannot Be Explained by Ownership of a Single Sentence Alone
When we say idea plagiarism, it is easy to imagine someone copying a sentence verbatim.
But the actual problem is more complex.
An idea is not a single sentence but is created through a multi-stage thinking process.
- The problem first discovered
- Why the problem was judged as important
- The process of comparing multiple solution methods
- Failed attempts
- Newly discovered conditions
- The direction ultimately chosen
- Improvements later added by others
When all this disappears and only the final sentence remains, it is difficult to accurately judge the provenance and contribution of the idea.
Simply who wrote the same sentence first cannot explain the full value.
What matters is from what problem the idea started, through what judgments it developed, and who contributed to which points.
In the AI Era, Idea Provenance Can Fade More Easily
People now create and develop ideas by conversing with ChatGPT, Claude, Gemini, Copilot, Perplexity, DeepSeek, Mistral, and Grok.
An idea does not even complete within a single conversation.
You can first organize the problem in ChatGPT, review the structure in Claude, find evidence in Perplexity, and compare different solution directions with Mistral or DeepSeek. Then you can implement in Copilot and add new perspectives with Gemini or Grok.
For the user, it is the process of one thought developing, but the records are divided across multiple AI services and chat windows.
In this process, the following problems can arise.
- It is hard to remember which conversation the original idea started in.
- It is difficult to distinguish the user's thoughts from what AI proposed.
- As multiple AIs present similar expressions, provenance blurs.
- Only the modification process and final result remain.
- When sharing with others, it is hard to convey the full context.
- Later, even if the same idea appears, it is difficult to connect it with past records.
AI develops ideas faster, but the process of creating those ideas can scatter across more services and conversations.
Screenshots and Dates Alone Cannot Fully Explain an Idea's Value
To show when an idea existed, you can preserve document creation dates or conversation screenshots.
These records can be important evidence.
But dates and sentences alone cannot fully explain the following.
- Why this idea was needed
- What problem it was trying to solve
- What information and conditions were known at the time
- What options were reviewed and excluded
- How it later connected with other ideas
- Who added and developed which parts
The value of an idea lies not only in the original sentence but also in the background and development process that created it.
Therefore, to preserve an idea's provenance, not only the creation time but also the flow of thinking and connections must be preserved together.
Why Fair Recognition and Compensation Are Needed
When an idea leads to an actual product, research, policy, or business, multiple people can gain value.
But if the contribution of the person who first proposed the idea or created the important direction disappears, people lose the reason to share new thoughts.
Fair recognition and compensation do not mean only financial matters.
The following forms can all be included.
- Having one's name remain as the first proposer
- Contributions being recorded in the idea's development process
- Provenance being indicated in actual outputs
- Gaining opportunities to participate in follow-up projects
- Receiving recognition for contribution within the organization
- Receiving reasonable compensation when economic value is generated
Only when people feel their ideas are respected can they share more thoughts.
Collective Intelligence Works When There Is Trust
When many people freely share ideas, results that would be difficult to achieve alone can be reached.
One person discovers a problem, another proposes a solution, and yet another handles actual implementation and verification.
But for collective intelligence to work, participants must be able to trust that their contributions will not disappear.
People's participation may decrease in the following environments.
- Contributors' names and provenance easily disappear.
- Powerful people or organizations monopolize results.
- Initial ideas are treated as valueless.
- Only the implementer is recognized, and the person who discovered the problem is excluded.
- All control is lost after sharing an idea.
- Criteria for compensation and responsibility are unclear.
Forcing sharing does not create collective intelligence.
A trust structure where people can share their thoughts with confidence must come first.
What 5BY Aims to Preserve Is Not Just the Result of Ideas
5BY does not aim to store only the final answers from AI conversations.
It aims to leave coordinates that allow rediscovering what problem the user was pondering, what they judged as important, and what direction they chose.
Coordinates related to an idea may include the following.
- The problem where the idea first started
- The core perspective the user proposed
- The process of comparing multiple options
- Important direction changes
- Decisions the user personally chose
- Flows later connected with other conversations
- Problems not yet solved
When this information is connected, you can better understand how an idea was created than by looking only at the final sentence.
Anchor Preserves Important Turning Points of Ideas
Anchor is a feature where the user leaves a flow they judge worth reusing from their AI conversation as a reference point.
In the process of developing ideas, the following moments can become Anchors.
- The moment the problem was first clearly defined
- The moment the limitations of existing solutions were discovered
- The moment a new approach was proposed
- The moment one option among several was adopted
- The moment the core principle of the idea was finalized
- The moment they were ready to continue with another person or AI
When such reference points remain, an idea does not appear to have been suddenly completed on a certain day.
You can re-examine the flow of how the idea was created and developed.
Saved Personally Selects Core Ideas and Explanations
Not an entire long conversation is important.
A specific question and answer, a short sentence, or a single explanation can be the core of an idea.
Saved serves the role of the user personally selecting and preserving conversations they judge worth revisiting.
For example, the following content can be selected as Saved.
- The core definition of an idea
- An important problem discovery
- A new solution method
- The most accurate sentence explaining the idea
- Differentiation from existing methods
- Risks that must be reviewed later
Saved can become a record showing what the user judged as their important thought.
Graph View Can Show the Connections Through Which Ideas Developed
Ideas do not exist independently.
They may connect to problems pondered in the past, and conditions discovered in other projects may lead to new solutions.
Graph View helps explore the development flow of ideas through relationships between Anchors and Packs.
Users should be able to examine the following relationships.
- From what problem the idea started
- At which reference point the direction changed
- Where it connected with other conversations
- Who added what context
- Into what result a single idea developed
These connections are different from a legal certificate that definitively establishes an idea's provenance.
But they can become an important foundation for re-understanding the flow of thinking and the development process.
Problems 5BY Does Not Currently Fully Solve
The value and compensation issues of ideas cannot be simply solved with technology alone.
Currently, 5BY does not guarantee the following.
- Legal ownership of ideas
- Patent or copyright registration
- Legal determination of idea plagiarism
- Automatic revenue distribution
- Economic compensation calculation per contributor
- Dispute resolution between organizations
- Guarantee of idea originality
Solving these problems requires law, institutions, contracts, trust, technology, and social consensus together.
Where 5BY starts now is a more fundamental problem.
Ensuring that the context in which ideas are created and the flows the user judged as important do not completely disappear.
The Idea Provenance Structure Needed in the Long Term
To better understand the provenance and contribution of ideas, the following structures may be needed.
- When the idea was first recorded
- The user who created the idea
- The scope the user permitted for sharing
- Later additions and contributions
- Connections with other ideas
- Distinction between initial proposal and follow-up implementation
- The form of recognition the contributor desires
- Consent for sharing and use
- Compensation criteria to apply when value is generated
This structure should not be created by simply making all conversations public.
Because personal thoughts and AI conversations may contain sensitive information.
Users must be able to personally decide what to make public and what to keep private.
Sharing Ideas Requires Control
For people to share ideas, control after sharing is also important.
You must be able to answer the following questions.
- To whom to share
- To what extent to share
- Whether to show raw text or summaries
- Whether commercial use is allowed
- How provenance should be indicated
- Whether others can modify or redistribute
- Whether sharing can later be withdrawn
Making everything public is not always good.
What matters is enabling the user to choose the sharing scope after understanding the risks and value.
Ideas Must Be Shareable While Being Protected
If you completely hide an idea, it is difficult to receive help from others.
Conversely, if you share everything, you may lose provenance and control.
What is needed is not a structure that forces a choice between public and private.
It is a structure where users can share incrementally.
For example, the following approach might be possible.
- Organize ideas and thinking flows in a personal space.
- Leave important reference points as Anchors.
- Distinguish shareable summaries from private context.
- Convey only partial context to those who need it or to AI.
- Record follow-up contributions and changes so they connect.
- When the idea develops, re-examine provenance and contribution.
With such a structure, you can protect your contributions and context without completely hiding your ideas.
An Idea's Value Is Not Determined Solely by Whether It Is Implemented
The person with a good idea cannot always implement it themselves.
They may lack time, capital, technology, personnel, and experience.
But the contribution of discovering the idea and defining the problem is not valueless.
To create actual results, multiple types of contributions are needed.
- The person who discovered the problem
- The person who proposed a new perspective
- The person who designed the solution method
- The person who actually implemented it
- The person who verified the results
- The person who delivered it to users
- The person who made follow-up improvements
A single result is created through multiple contributions connected.
Preserving the provenance and development process of ideas can be a starting point for understanding these contributions more fairly.
The Direction 5BY Heads Toward
5BY is currently solving the problem of rediscovering and continuing important thoughts and judgments within AI conversations.
It leaves reference points with Anchor, selects core conversations with Saved, connects context to other conversations with Handoff, and explores relationships between thoughts with Graph View.
These features connect to a larger question in the long term.
Can we create a structure where people's ideas do not disappear, provenance and contribution are respected, and fair value is recognized?
5BY cannot currently claim to have fully solved this problem.
But it can start by preserving not just the final result of ideas but the flow of thinking and connections that created them.
We should not blame people for not sharing their ideas.
We must first build trust that provenance and contribution will not disappear even after sharing.
A future where more ideas are shared is not created simply by demanding that people share.
It becomes possible when the value of thoughts, provenance, contribution, and control are all respected together.
Related Articles and Features
- Can Knowledge and Know-How Survive After People Leave?
- Browsing AI Conversation Records Like a Diary: 5BY Graph View
- Why 5BY Has Users Personally Choose Important Conversations
- How to Maintain AI Conversation Context Across Multiple LLMs
- Explore 5BY Graph View
- Explore 5by Tools features