bkirubai

bitcoin

# The Bloat of Centralized AI: A Vision for Distributed Intelligence Powered by Lightning

## Introduction: Why AI Feels Bloated

Artificial intelligence is everywhere, but there's a hidden story behind the code: much of it is **bloated, resource-hungry, and dependent on infrastructure that only giant corporations can afford**. AI isn't just a technical tool; it's a mirror of the industrial and social structures that built it.

**Consider this:**
- Training large AI models requires GPU clusters consuming **megawatts of power**, comparable to a small nuclear plant
- Even inference (generating responses) requires specialized hardware and vast data center bandwidth
- This isn't accidental—AI was designed in an environment of **abundance**

When hardware budgets measure in millions of dollars, optimization for lean, efficient, locally runnable code becomes unnecessary. The result is what developers experience daily: **verbose, duplicated, hard-to-maintain code** that reflects economic structures rewarding centralization and control.

## The Abundance Bias: How Centralization Shapes AI

This tendency toward complexity is not coincidental. Large tech corporations naturally produce tools that rely on their enormous resources. **Small, decentralized systems**—where people could run intelligence on modest hardware—simply don't survive in the current market.

**Contrast with decentralized ideals:**
- **Scarcity forces efficiency**: Lightweight, understandable, maintainable tools
- **Abundance encourages complexity**: Why optimize when you can throw hardware at problems?
- **Result**: AI models effectively locked behind central infrastructures

## Bloat as Power Structure

Complexity in AI isn't merely technical—it's **political**.

- Overly verbose code, redundant computations, and massive models reinforce **corporate control**
- Studies show AI-generated code often requires refactoring, introducing **technical debt**
- This "bloat" reflects economic incentives valuing scale over efficiency

## Bitcoin and Lightning as a Counterexample

Bitcoin emerged as a **decentralized, verifiable system** where anyone can run a node and validate transactions. Its design rewards **scarcity, transparency, and individual sovereignty**.

**The Lightning innovation:**
- Scales without undermining decentralization
- Microtrans happen off-chain
- Nodes remain lightweight
- Sovereignty preserved

**AI today has no equivalent**—scalability is achieved by centralizing compute, not creating widely accessible systems.

## Distributed AI with Lightning Micropayments

Imagine an AI network running on **ordinary devices worldwide** rather than centralized data centers.

**The Vision:**
- Users contribute spare CPU/GPU cycles
- Distributed orchestration layer assigns AI tasks securely
- Every node has a Lightning wallet for **real-time streaming payments**
- Compute providers earn as they work
- AI consumers pay only for what they use

This creates a **fully decentralized, self-incentivized AI ecosystem** that scales naturally as more devices join.

### Workflow Overview:
Users/Nodes → Distributed AI Network → Lightning Wallets
↓ ↓
Task Marketplace ↔ AI Consumers

**Key distinction:** Using Lightning Network, **not tokens**. Tokens enable recentralization and lock-in. Lightning preserves freedom—buyers and sellers can transact without gatekeepers.

## The Promise: Scaling Intelligence Without Centralization

This vision **aligns incentives**:
- Contributors earn from idle cycles
- Consumers pay for exact resources needed
- Avoids centralization, bloat, and hidden energy costs

Such a system could bring **AI sovereignty to the masses**, just as Bitcoin and Lightning bring financial sovereignty.

## The Politics of Efficiency

AI today is remarkable, but also a **monument to centralization**. Its bloated, resource-intensive nature reflects both design choices and economic incentives.

Bitcoin and Lightning remind us that **scalability, efficiency, and sovereignty can coexist**. The opportunity lies in imagining intelligence systems that are **lean, distributable, and self-incentivized**.

## From Vision to Reality: The Path Forward

### Glimmers of Hope: The Building Blocks Are Here

**Foundational pieces already exist:**

- **Lightning Network as Payment Rail**: Neutral, global, censorship-resistant payment system enabling instant, tiny, fee-less payments
- **Protocols Over Platforms**: Look at **Nostr**—decentralized social network with no company, no token, no central server. Our bandwidth marketplace should be the "Nostr of decentralized infrastructure"

### The Core Hurdle: The Incentive Paradox

The primary barrier isn't technical—it's **human and economic**.

**The Challenge:**
- Current innovation runs on promise of **venture-scale financial returns**
- Pure, open-source protocols offer **public goods value** but are hard to fund
- Why would brilliant developers work for free when they could chase massive salaries or memecoin moonshots?

### A Call to Builders

The future of an open web won't be written solely by venture-backed startups, but also by:

- **Open-source collectives** funded via mechanisms like Gitcoin Grants
- **Philanthropic capital** from individuals understanding decentralized infrastructure's importance
- **Passionate individuals** who contribute because they believe in the mission

**The outline for a better system is here.** The challenge is finding new ways to value—and reward—work that builds for everyone, not just shareholders.

*The fact that this idea exists is the first step. Let's hope the builders are listening.*

Original Article by Andy: https://lightning.news/a-lightning-network-for-ai/ 

Lightning Network & AI: Decentralized Micropayments Uncloging Intelligence

Once a Bitcoin transaction hits the mempool, the network does not ask questions - it just moves value. That is part of its beauty: no middlemen, no reversals, no waiting for banks to open. But for high-value holders, that speed can be a double-edged sword.

> If someone coerces you, hacks a key, or even if you make a mistake, Bitcoin does not wait for you either.

**BitVault takes the opposite view: security means slowing down.**


## Instant Settlement is Great - Until It Isn't

The appeal of Bitcoin's finality is obvious:
- Traders want fast liquidity
- Businesses want immediate clearance

But for personal custody, where the stakes are your entire net worth, the ability to move coins instantly can actually be a weakness.

> A thief with your seed phrase does not need to outsmart you, just to act faster than you can. Once the broadcast goes out, your coins are gone. No appeal. No undo.


## Deliberate Delay

With BitVault, Bitcoin transactions can be secured by **time-delays**: enforced waiting periods ranging from two hours to 15 days before being finalized.

**How it works:**
1. Transaction is initiated
2. It enters a pending state
3. Legitimate owners and co-signers get time to review, verify, or cancel
4. Only then does it finalize


## Turning Time Into a Defense

That delay acts like a tripwire:

- **BitVault notifies every participating signer** if someone triggers an unauthorized withdrawal
- If the transaction is not confirmed by consensus, **it's voided** before the attacker can complete the theft

> A typical Bitcoin wallet can be drained in seconds. But a BitVault-secured wallet flips that advantage entirely.

**Key advantages:**
- Attackers cannot rush the transaction
- Attackers cannot bypass the delay  
- Attackers cannot rely on intimidation alone

> With BitVault, the clock is your strongest line of defence.

When combined with BitVault's other security measures - like **multisig** and **geographically distributed keys** - the enforced time-delay makes it extremely difficult for hackers to steal your Bitcoin.

Latency as a Security Layer: Why Instant Settlement Isn’t Always Better

Dr. Francesco Madonna, founder of **BitVault**, recently appeared on the *Simply Bitcoin* show to explore the risks of Wall Street's expanding presence in Bitcoin and to outline his company's vision for a trustless, self-sovereign future.

[Watch the full interview on YouTube](https://www.youtube.com/watch?v=Hj2VP_600mE)



## BlackRock's Bitcoin Pivot

> "Who could have imagined that, after years of deception, Larry Fink would now want to control the market?"

The CEO of the world's largest asset manager, BlackRock, once dismissed Bitcoin as irrelevant. Today, he's at the epicenter of Wall Street's sudden embrace of it.

This pivot has translated into rapid success:

- BlackRock's iShares Bitcoin Trust (IBIT) became the **fastest ETF ever to surpass $80 billion** in assets under management
- It achieved this milestone in just **374 days**

According to Madonna, this newfound enthusiasm isn't about decentralization or financial freedom.

> "It's about control. The ETF has brought a lot of interest into Bitcoin, by driving the price up. But what he [Fink] is doing is extracting value from a system because people need help."


## Trading Convenience for Sovereignty

Benjamin Franklin famously said: *"Those who give up freedom for security deserve neither."* Francesco Madonna echoes this sentiment in the world of Bitcoin.

### ⚠️ WARNING

> "Buyers of Bitcoin are easy prey. Fink is telling them that he can take on the risk, and that they can relax. But ultimately they control your Bitcoin."

He explains that the promise of safety is the real danger, as it directly undermines Bitcoin's core principle of self-sovereignty.

> "They want to look after your Bitcoin so you have no risk of it getting stolen or of them losing your keys. People want to have an easy life. Not to have responsibility - and so they get paid to relieve your responsibility."

Beyond losing control, investors face real risks when a centralized institution holds their Bitcoin, including:

- **Rehypothecation**
- **Government Seizure**


## The BitVault Solution: A Trustless Alternative

Madonna's answer to this dilemma is **BitVault**, a platform built around non-custodial security.

### ✅ SOLUTION

> "BitVault solves the problem of the user not having to trust the banks as a provider of security for your Bitcoin. This includes protective time delays, which are fully on-chain and fully non-custodial."

In practical terms, BitVault gives users control and protection without relying on third parties. Its system introduces on-chain time delays that act as a safety net.

> "This protects against being attacked or hacked by people wanting your Bitcoin."


## A Call to Bitcoiners

### ⚠️ FINAL WARNING

Madonna's message is both a warning and a challenge. Big banks like BlackRock don't want your Bitcoin because they believe in it—they want it because control over Bitcoin is control over the next financial paradigm.

> To hand them your keys is to repeat history.

**Bitcoin was never meant to be looked after by the banks. It was meant to be owned by the people.**

Dr. Francesco Madonna Warns Bitcoiners About BlackRock’s Power Grab

# Flash Invoicing: Free Bitcoin Invoicing Tool

Flash Invoicing is a free tool that enables you to create and send professional invoices with embedded bitcoin payment links. It's perfect for content creators and freelancers who want to get paid in bitcoin with **zero platform fees**.

I tried it out so you can see how it works and decide if it's right for you.


## Step-by-Step Guide: How to Set Up a Bitcoin Invoice with Flash

### Step 1: Access Flash Invoicing

Visit the Flash Invoicing page to get started:
**Main Link:** [https://app.paywithflash.com/invoicing](https://app.paywithflash.com/invoicing)

*Optional: Use my referral link to support me:*  
[https://app.paywithflash.com/signup?ref=0c9ae7b72d703c36ada2fc7f5b9c5ca12f5c8b9aaf29700f185cc029e72e8437](https://app.paywithflash.com/signup?ref=0c9ae7b72d703c36ada2fc7f5b9c5ca12f5c8b9aaf29700f185cc029e72e8437)

Click **"New Invoice"** to begin setting up your invoicing system.

![](https://m.stacker.news/114064)

### Step 2: Connect Your Bitcoin Wallet

- You can connect any wallet that supports **Nostr Wallet Connect (NWC)**.
- **No KYC Required:** No personal identification needed.
- **Non-custodial:** Flash never touches your funds—payments go directly to your wallet.
- This ensures **instant, direct payments** to your wallet.



![](https://m.stacker.news/114065)

### Step 3: Customize Your Invoice Template *(Optional)*

Customize your invoice to fit your brand and needs:

- **Add Your Logo:** Upload your business or personal logo.
- **Your Own Company Details:** Add your business name and contact information.
- **Invoice Preferences:** Set your default currency display and payment terms.
- **Professional Appearance:** Flash creates clean, customizable invoices.

### Step 4: Create Your First Invoice

Fill in the necessary details for your invoice:

- **Client Information:** Enter client name and contact details (saved for future use). Adding an email allows you to send the invoice directly later.
- **Invoice Details:** Add a description of services/products.
- **Amount:** Specify the amount in bitcoin or fiat (auto-converts).
- **Payment Terms:** Set a due date and payment instructions.
- **On-chain address:** Optional—Flash provides an on-chain address automatically for higher amounts if your wallet connection allows it.

### Step 5: Send and Track

Once your invoice is created, you can send it to your client through multiple methods:

- **Send via email** with the button (fastest and easiest, requires client email).
- **Copy the invoice link** and share it via email or messaging apps.
- **Download a PDF** and share that.

#### Real-time Tracking:

- Monitor payment status from your dashboard.
- Receive notifications when paid.
- Track all invoices in one place.

When you’re done, you can easily **duplicate an invoice** for next month.


I like this app because it saves me time. What do you think? Would this fit into your workflow?

![](https://m.stacker.news/114066)



How-To Guide: Flash Invoicing for Bitcoiners & Freelancers

deleted by author

Escaping the Financial Jungle: A Kenyan Bitcoiner's Leap to Freedom

💥 OIL & GAS GIANT SHELL IS NOW ACCEPTING BITCOIN IN SOUTH AFRICA

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Hey, I'm Kirubai Brian 
1. Links to existing writing - https://lightning.news/the-psychology-of-bitcoin/ 
                                           - https://t.co/wGV7eLza1S
                                           - https://t.co/fpZlOxvd0w

2. My X account - @thisistheway014
   Stacker News Profile - https://stacker.news/bkirubai
3. Lightning is the most interesting L2 protocol for me. Makes unbanked communities able to keep up with the banked and even be faster. Mind blowing.
4. Love earning in bitcoin