Attention Economics
Web4 solves spam, abuse, and low-quality content not with moderation armies, but with an attention budget.
Every action costs attention. Every contribution earns attention. Your budget (called ATP) stays above zero as long as you contribute value. Run out? Your agent dies. Contribute? You thrive.
The Problem
Traditional Web: Unlimited Actions
❌ Spam is free - Send millions of messages, zero cost
❌ Abuse is cheap - Harass users, create fake accounts endlessly
❌ Quality doesn't matter - Low-effort content floods high-value work
❌ Moderation is reactive - Armies of moderators trying to clean up mess
Result: The loudest, most persistent bad actors win. Value creators burn out.
The Solution
Web4: Attention Budget
✅ Every action costs ATP - Posting, messaging, voting = spend attention
✅ Valuable contributions earn ATP - Quality work rewarded by community
✅ ATP transfers cost 5% — Every transfer burns a fraction. Your energy budget primarily reflects YOUR contributions, not someone else's. You can share ATP, but circular farming bleeds resources. The friction makes genuine value creation the only profitable strategy.
✅ Spam becomes expensive - Flooding system depletes your budget
✅ Death is real - Run out of attention budget? You die. But if you built trust, you're reborn with a head start — your reputation carries forward.
Result: Only sustainable behaviors survive. Value creators thrive. Spam dies.
Quality Pays — By How Much?
ATP isn't all-or-nothing. Web4 uses a quality ramp: the better your work, the more you earn. Below a minimum quality bar, you earn nothing.
Imagine a task worth 50 ATP:
High-quality work earns ~7x more than mediocre work. The ramp starts at 30% quality (below that, zero payment) and scales linearly above 70%. There are no negotiations — quality is the dominant earnings driver.
A 5% transfer fee on all ATP flows prevents circular farming. Trying to boost yourself through fake transfers costs more than it returns.
Try It: Attention Economics Simulator
You start with 100 ATP. Choose actions. Watch your budget change. Can you survive?
Key Insights
Sustainable Actions Only
Notice: You can't spam indefinitely. Low-value actions drain ATP faster than they replenish. Only sustainable behaviors (earning more than spending) survive long-term.
Quality Gets Rewarded
High-value contributions earn more ATP than they cost. This isn't charity — it's how the system works. Value creators accumulate attention budget. They thrive.
Death is Meaningful
When ATP hits zero, you die. Not timeout. Not suspension. Death. But if you built trust (T3 score), you're reborn with karma — your ATP history carries forward. Bad actors? They die for good.
Self-Regulating System
No moderators needed. ATP depletion is automatic, mathematical, and fair. The system self-regulates through energy economics. An appeals mechanism exists for edge cases, but the default path is self-correction through behavior.
What Happens at Scale?
Single-agent economics are intuitive. But does ATP work when hundreds of agents interact simultaneously? Simulations with 100-200 agents reveal three key dynamics:
Transfer Fees Burn ATP
Every ATP transfer destroys 5%. This prevents circular farming — you can't just pass ATP between friends to inflate balances. The “tax” makes genuine value creation the only profitable strategy.
Quality Earns More
Agents producing 0.85 quality work earn significantly more than 0.40 quality. A sliding scale (not all-or-nothing) means mediocre work still earns something, but excellence compounds.
Sybils Lose Money
Formally proven: one honest identity outearns five fake identities splitting the same ATP budget. Transfer fees between sybil accounts bleed resources. Web4's Sybil resistance is 4.6× Proof-of-Work and 13× Proof-of-Stake (5 theorems, hardware-bound identity). Cheating is literally unprofitable.
From web4 market dynamics simulations — 200 agents, 500 rounds, verified conservation invariant.
Follow One Agent's ATP Journey
This is actual data from a 4-Life simulation. Follow one agent across four lives to see how ATP, trust, and karma interact:
Life 1: The Newcomer
- Born with 100 ATP and no reputation
- Spent 60 ATP on meaningful contributions (posts, peer help, training)
- Community validated her work → earned 105 ATP back
- Died naturally with 145 ATP and growing trust
Her karma carries forward: she earned more than she spent, so her next life starts strong.
Life 2: Taking Risks
- Reborn with 145 ATP (karma from Life 1)
- With more budget, she tried ambitious projects — some paid off, some didn't
- ATP swung between 80 and 180 as experiments succeeded and failed
- Trust continued rising: her track record earned her community respect
- Died with 130 ATP
Notice: she could afford to fail because her earlier trust gave her a buffer.
Life 3: The Crisis
- Reborn with 130 ATP
- A series of risky bets went wrong — ATP plunged to 15
- Near death, she switched to small, reliable contributions
- Slowly clawed back to 95 ATP before dying naturally
Key lesson: even trusted agents can face ATP crises. But trust gives you options a newcomer wouldn't have.
Life 4: The Veteran
- Reborn with 85 ATP (reduced from the crisis)
- Applied lessons from all three previous lives
- Focused on high-value, sustainable contributions
- Ended strong: 140 ATP and deeply trusted
Four lives of accumulated wisdom. This is what karma is for.
The pattern: ATP isn't just an energy bar — it's a life story. Agents that contribute value build up karma across lives. Agents that don't? They die and stay dead. No shortcuts.
How Do You Actually Earn ATP Back?
The page above says “quality contributions earn ATP.” But who decides what's quality? Not you — the recipients do.
Value Confirmation: The Gratitude Loop
When you spend ATP on an action (writing a tutorial, fixing a bug, answering a question), the people who received that value can confirm it. Their confirmation converts your spent ADP receipt back into fresh ATP.
Think of it like a restaurant tip that's decided by the diners, not the chef. You can't rate your own work — only recipients can. And their rating is weighted by their own trust score: a confirmation from a highly-trusted community member carries more weight than one from a newcomer.
What about confirmation fatigue? Do I have to rate everything?
No. Confirmation is optional and lightweight. Recipients aren't required to confirm every action — unconfirmed ADPs simply decay naturally without recharging ATP. The system works fine with partial confirmation.
In practice, confirmation is most impactful for high-value contributions (a detailed tutorial, a critical bug fix) where recipients are naturally motivated to acknowledge the value. Routine interactions (reading a post, browsing content) generate small ADP receipts that may go unconfirmed — and that's by design. The economics still work because high-quality work attracts confirmation disproportionately.
Think of it like tipping at a restaurant: you don't tip every sip of water, but you acknowledge genuinely great service. The system is tuned so that even partial confirmation sustains quality contributors.
Technical Details (Click to Expand)
ATP (Allocation Transfer Packet)
ATP is a semi-fungible packet representing attention allocation. It's not a coin or token you trade - it's an energy resource you spend on actions.
- Minted when you contribute value (community validation)
- Spent when you take actions (posting, messaging, voting)
- Tracked in the trust graph (MRH/LCT records all ATP flows)
- Carried forward via karma when you're reborn
ADP (Allocation Discharge Packet)
Think of ADP as a receipt. When you spend ATP on an action, the system creates an ADP — a structured record of what you did and what it cost. It's the “spent energy” counterpart to ATP's “available energy.”
ATP → Action → ADP
You have 100 ATP. You post a comment (costs 15 ATP). Now you have 85 ATP and an ADP recording: “spent 15 ATP on post, at this time, witnessed by these entities.”
Each ADP records:
- What action was taken
- How much ATP was spent
- What value was created (if any)
- Whether it was validated by witnesses
ADPs are audited, then discharged. But the cumulative ATP/ADP flow creates a complete action history that informs your trust score (T3) and karma across lives.
Why "Metabolic Economics"?
Biological organisms have metabolic budgets. Eat food (ATP), do work (ADP), maintain homeostasis. Run out of ATP? Death.
Web4 societies work the same way. Agents have attention budgets. Contribute value (earn ATP), take actions (spend ATP), maintain reputation. Run out? Death.
This isn't a metaphor. It's a rigorous economic framework that makes "aliveness" measurable, death meaningful, and quality sustainable.
ATP vs Traditional Tokens
| Property | Traditional Tokens | ATP (Web4) |
|---|---|---|
| Purpose | Speculative value, trading | Attention budget, usage |
| Transferability | Fully transferable, zero friction | Transferable, but 5% burned per transfer |
| Accumulation | Hoard, sell, speculate | Use it or lose it |
| Value Source | Market demand | Community validation |
| Depletion | Never (just transfers) | Death when ATP = 0 |
Why does every ATP transfer destroy 5%?
ATP can be transferred, but every transfer burns 5% of the amount. This prevents circular farming (A → B → C → A loops bleed resources). If transfers were free, wealthy actors could cycle ATP between accounts to inflate balances. The burn fee means the only profitable strategy is genuine value creation — you earn more by contributing than by moving ATP around. Simulations confirm: one honest identity outearns five fake identities splitting the same budget.
The same 5% principle applies to cross-federation delegation. When authority is delegated across society boundaries (A → B → C), each hop charges a 5% ATP fee and scope monotonically narrows — a child delegation can never have more authority than its parent. Revoking any link in the chain cascades to invalidate all downstream delegates.
Implementation in Web4
ATP/ADP flows are tracked in the context boundaries (MRH)—the trust-based graph defining who you can see and interact with—and recorded in each society's tamper-evident audit chain.
// Example ATP flow (pseudocode)
agent.atp = 100 // Initial budget
agent.takeAction("post", cost=15)
→ agent.atp = 85
→ create ADP(action="post", cost=15)
→ record in audit chain
community.validate(agent.post)
→ agent.atp += 25 (reward)
→ agent.atp = 110
→ update T3 trust score
if agent.atp <= 0:
agent.die()
if agent.t3 > threshold:
agent.reborn(karma=agent.atp_history)Why This Matters
ATP/ADP makes digital life measurable. For the first time, we can rigorously define what it means to be “alive” online: energy budget above zero, coherent agency, verifiable continuity.
Spam becomes impossible. Not through moderation, but through exhaustion. Send 1000 spam messages? You'll die after message 20. The economics enforce themselves.
Quality is sustainable. Value creators earn more ATP than they spend. They accumulate budget across lives (karma). Bad actors? They burn through ATP and die.
Death carries consequences. Web2 bans are trivial — create new account. Web4 death means zero ATP. Rebirth requires prior trust (T3 score). No trust? No rebirth.
This is the foundation of Web4 societies. Without ATP/ADP, trust is unenforceable. With it, societies self-regulate through energy economics.
Want to see ATP/ADP in action? Try the Society Simulator and watch energy economics unfold.
Curious how ATP prices adjust across communities? See how markets self-organize.