ICPanda DAO Has Evolved

[zensh]

ICPanda DAO Has Evolved

Why we rewrote our whitepaper—and what we are building next.

ICPanda began in 2024 as a panda meme community on the Internet Computer. Our first whitepaper reflected that beginning: community incentives, badges, NFTs, and an early Web3 roadmap.

Two years of building changed our direction. Work on encrypted messaging, cryptographic identity, AI agents, and token issuance revealed problems that reached beyond any one product.

Our new whitepaper, From Sovereign Minds to Sovereign Markets, brings that work into a common purpose: open infrastructure for digital sovereignty. It is proposed for SNS governance adoption.

From a community to a Builder DAO

PANDA brought people together. SNS governance gave the community a way to direct shared resources. Building gave us a clearer understanding of what those resources could make possible.

We now describe ICPanda DAO as a Builder DAO: a community that uses shared governance, capital, and engineering to build open infrastructure.

The institution’s purpose is to learn, allocate resources, and build again. Products can evolve or end while their code and lessons remain useful. Our work currently follows three complementary directions.

Anda: give intelligence a past

AI agents can complete complex tasks yet struggle to carry experience from one task to the next. Retrieving an old statement does not tell an agent whether it remains true. Recording a failed action does not ensure that the next attempt improves.

Anda builds open protocols and infrastructure for persistent machine cognition: identity, memory, experience, and skill that can survive changes in applications and models.

The work spans KIP for persistent cognitive state, Agent Protocols for identity and interoperability, and Anda Runtime and Anda DB for implementation. MIB, the Memory Intelligence Benchmark, tests whether using relevant history improves future behavior.

The aim is intelligence that can learn from a past it can carry forward.

TokenList: make capital formation verifiable

Our own token economy exposed another set of problems. Creating a token is straightforward; distributing ownership, discovering a price, building liquidity, and governing shared capital require more care.

TokenList addresses that broader lifecycle: asset creation, issuance, markets, and governance.

Participants should be able to examine what is being offered, how allocation works, where proceeds go, and whether execution follows the stated rules. Auction mechanisms are part of this work, and their design should remain open to improvement.

Transparent rules give participants better evidence. They do not guarantee a successful market or establish legal compliance.

dMsg: keep control of private work

Our early messaging work continues in a new direction. dMsg is evolving into a Chrome extension for private work and cross-application signing.

Its design starts with individual utility: keep a private note, credential, or file. From there, users can share encrypted material with selected people, control incoming contact, and approve signatures for specific statements or files.

The architecture combines encryption on the device, cloud delivery, and ICP for identity, sensitive authorization, and settlement. It keeps application access separate from vault access and formal signing authority, while making the remaining cloud and upgrade dependencies explicit.

The new extension design is defined; implementation, deployment, audits, and release validation remain to be completed.

Why these directions belong together

Digital sovereignty means participating in shared systems while retaining meaningful control.

Anda addresses continuity of identity and experience. TokenList addresses verifiable economic rules. dMsg addresses personal data and explicit authorization. Each serves a practical need independently.

They also share a longer horizon. A community using agents to research proposals or assist with economic workflows needs reliable memory, inspectable rules, and clear authority. These projects address different parts of that problem. Their integration remains an area of exploration, with open interfaces intended to support other builders too.

PANDA coordinates the institution

PANDA’s lasting role is governance and coordination: helping the community make decisions, allocate DAO-controlled resources, and support shared work through the SNS.

Product utility should emerge where it improves a real system. We do not require every project to manufacture PANDA demand. Governance rewards and other monetary parameters remain subject to SNS decisions.

Leadership and expertise remain necessary. Our commitment is to make authority visible, treasury decisions transparent, and development open to scrutiny.

A new whitepaper, with our history intact

The new whitepaper explains this mission, the projects, PANDA’s role, and the principles guiding future work. Formal adoption belongs to SNS governance; product specifications and operational roadmaps remain in their own documents.

The 2024 Genesis Whitepaper stays public. It records what we believed, what we attempted, and how our direction changed.

We will continue to judge projects by what they contribute, preserve useful knowledge, and revise our plans as evidence improves. That capacity to keep learning is what we want ICPanda DAO to sustain.

Read the whitepaper · Explore ICPanda DAO · Follow SNS governance

[COOLLER]

I appreciate the fact that ICPanda DAO is continuing to build products such as Anda, TokenList, and dMsg. My concern is not whether the team is building something. My concern is much more fundamental:

What is the economic value proposition of holding PANDA as an investor?

The new whitepaper describes PANDA primarily as a governance and coordination asset. Holders can lock PANDA into SNS neurons, vote on proposals, and help decide how DAO-controlled resources are allocated.

That may explain PANDA’s governance utility, but it does not clearly explain PANDA’s investment value.

I see several important problems from a token-holder perspective.

1. There is no clear value-capture mechanism for PANDA

If Anda, TokenList, or dMsg becomes highly successful, how exactly does that success flow back to PANDA holders?

For example, I do not currently see a clearly defined mechanism such as:

• protocol revenue being distributed to PANDA holders;
• revenue being used to buy back PANDA;
• PANDA being burned from product usage;
• PANDA being required to pay for major services;
• PANDA holders having an economic claim on profits generated by the products;
• product fees automatically flowing into the DAO treasury in a way that increases the economic backing of PANDA.

Without such a mechanism, product success and token-holder returns may be almost completely disconnected.

Anda could become an excellent and widely adopted AI infrastructure project while PANDA holders receive very little economic benefit from that success.

That is the central issue for me.

2. The DAO explicitly says its products do not need to create PANDA demand

The new whitepaper states that additional PANDA utility should only arise when it improves a real system, and that projects should not be required to manufacture token demand.

From a product-design perspective, I understand this philosophy.

But from an investor’s perspective, it creates an obvious question:

If the DAO itself does not consider increasing PANDA demand an important requirement for its products, what is supposed to create sustainable demand for PANDA?

Building useful open-source software and creating value for PANDA investors are not necessarily the same thing.

A project can create enormous technological value while the token associated with the organization captures almost none of it.

3. Governance rights alone do not necessarily justify token valuation

Governance has value only if the assets being governed have substantial economic value and token holders have meaningful control over those assets.

Therefore, investors should ask:

What economically valuable assets does PANDA governance actually control?

More importantly, the whitepaper itself notes that association with ICPanda DAO does not automatically place every project component under SNS control.

That creates another important question:

If Anda or other ecosystem products become commercially successful, which assets, intellectual property, revenues, fees, equity interests, or economic rights actually belong to the DAO and are therefore controlled by PANDA governance?

Without a clear answer, it is difficult to determine what a PANDA governance vote is economically worth.

4. There appears to be a weak connection between capital allocation and return on capital

The DAO treasury finances research, engineering, infrastructure, and development.

But investors should ask:

What return does the DAO expect on the capital it spends?

If the DAO spends millions of dollars worth of treasury assets building successful technology, but the resulting products generate no financial return to the DAO or PANDA token, then from a token-holder perspective the DAO may effectively be acting more like a grant-funded open-source foundation than an investment vehicle.

That is perfectly legitimate as a mission.

But it is very different from an investment thesis.

Investors should be able to understand:

DAO capital → product → users/revenue → economic value returned to DAO → value accruing to PANDA.

At the moment, this chain is not clear to me.

5. PANDA holders face dilution while the source of organic token demand remains unclear

PANDA does not currently have a fixed maximum supply.

Governance rewards can result in newly minted PANDA, and the supply has already increased above the original genesis supply.

Inflation is not necessarily a problem if there is corresponding growth in network demand, revenue, or economic activity.

But if PANDA supply continues increasing while product usage does not require PANDA and products do not return revenue to PANDA, investors should ask:

What offsets this dilution?

Governance rewards themselves are not necessarily real economic returns if everyone is simply receiving newly created tokens.

The important question is whether the underlying economic value per token is growing faster than dilution.

6. The original allocation makes treasury discipline extremely important

At genesis, 80% of PANDA was allocated to the DAO treasury.

Putting a large treasury under governance can be powerful, but it also means investors should pay extremely close attention to:

• treasury spending;
• developer compensation;
• grants;
• token distributions;
• liquidity incentives;
• related-party transactions;
• who ultimately receives DAO funds;
• measurable outcomes from treasury spending.

The question should not simply be:

“Is the team building?”

The more important question is:

“How much capital has been spent, what economic assets were created with that capital, who owns those assets, and how does their value return to PANDA holders?”

7. A Builder DAO can succeed while PANDA investors still lose money

This is perhaps the biggest distinction.

ICPanda DAO may eventually succeed as a Builder DAO.

Anda may succeed.

TokenList may succeed.

dMsg may succeed.

The developers may produce valuable open-source technology.

But none of those statements automatically imply:

PANDA will be a successful investment.

There must be an explicit mechanism connecting ecosystem success to token value.

Otherwise, the DAO may create value for developers, users, the ICP ecosystem, and society generally while PANDA investors provide the capital and capture very little of the resulting economic value.

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The question I would like ICPanda DAO to answer

I am not asking whether ICPanda DAO is building useful technology.

I am asking something much simpler:

If I invest $10,000 in PANDA today and Anda, TokenList, and other ICPanda projects become 100 times more successful over the next five years, what specific economic mechanism makes my PANDA more valuable?

Please show the exact path:

Product adoption → revenue / fees / economic activity → DAO value → PANDA demand or value accrual → token-holder return.

If this path does not exist, then PANDA may be primarily a governance and community coordination token rather than an investment asset with a strong economic value-capture model.

And investors deserve to understand that distinction clearly.

[zensh]

Thank you for the thoughtful questions. I agree with your central point: successful products do not automatically make PANDA a successful investment. We need to explain the connection clearly.

My current view is that Anda primarily contributes open technology, developer relationships, and credibility to ICPanda DAO. I do not currently count on it as a direct revenue source. That work still needs budgets and measurable outcomes.

TokenList.ing and dMsg are where I intend to build revenue from paying customers. TokenList has a commercial design around subscriptions and infrastructure services; dMsg plans to charge for storage, signing, and related services. These models still need customer validation.

For PANDA, I see two economic paths worth developing:

• Useful membership benefits. TokenList already has a membership mechanism in its product design: qualifying PANDA holders can receive service discounts through SNS neuron binding. This gives customers a practical reason to hold PANDA. The benefits must remain affordable for the business. Similar benefits could extend to dMsg once its paid services are validated.
• Resources returned to the DAO. DAO-funded commercial development should have explicit arrangements defining what assets and revenues the DAO receives, with transparent spending and reporting.

BNB is a useful reference here: fee savings and participation benefits can create economic reasons to hold a token without distributing company profits. But its success does not establish that the same approach will work for PANDA.

Your ownership question remains essential. TokenList’s current design assigns ordinary platform fees to the operator and designated DAO-service revenue to the DAO treasury. It would be inaccurate to imply that all product revenue already belongs to PANDA governance. That relationship needs to be made explicit, alongside dMsg’s revenue arrangements.

I also agree that newly minted voting rewards are not external income and do not, by themselves, solve dilution.

So I cannot honestly promise that a 100-fold increase in product adoption will make your PANDA more valuable. What I can describe is the direction I support: real paying customers, sustainable PANDA service benefits, and clear economic rights for the DAO funding the work. Those mechanisms need to be implemented and demonstrated before we can claim a strong value-capture model.

[zensh]

I have thought further about your questions, and I want to clarify the economic model I intend to propose.

The main connection between product adoption and PANDA would be membership through staking. Both dMsg and TokenList would offer two ways to obtain a membership:

• Pay the normal subscription fee.
• Lock a published amount of PANDA in an SNS neuron for at least the membership term, initially one year.

The PANDA remains the user’s property. Each membership would have defined service limits, and the same qualifying stake could not be reused to claim unlimited memberships. Requirements would be published before activation, with changes applying to new memberships or renewals.

This creates a concrete path:

Useful products → customers want paid services → some customers choose PANDA membership → they acquire or retain PANDA and keep it locked.

I expect dMsg to serve a much broader audience than TokenList, making it particularly important to this model. The objective is to give customers a continuing reason to hold PANDA because they use the services. Existing holders could also benefit, although their participation would not necessarily represent new token purchases.

I do not plan to introduce profit distributions to holders. PANDA membership would provide service benefits, alongside its existing governance role. It would not give holders a proportional claim on product profits or treasury assets.

The DAO also has relatively modest funding requirements: server operations and necessary marketing, without needing to fund team salaries. The team has committed to keeping 100 million PANDA permanently staked, with the staking rewards dedicated to DAO operations.

However, those rewards are PANDA, not external income. As product revenue available to the DAO covers operating expenses, we could reduce the need to sell those rewards. Rewards no longer needed for operations could then be burned through explicit SNS proposals. We should report actual issuance, reward sales, and burns together rather than present burns alone as evidence of reduced dilution.

The membership terms and product-to-DAO revenue arrangements still need to be formalized and implemented. These are proposed mechanisms, not claims about an already proven business.

Your original distinction therefore remains valid: product success does not guarantee investment returns. My intended answer is a measurable economic connection—growing demand for useful PANDA memberships, combined with disciplined handling of the rewards used to fund operations. We should judge that model by paying customers, active memberships, qualifying locked balances, operating costs, and actual supply changes.