ARIILA (A-R-I-I-L-A | ariila.de) & ILONA - 100% Local Sovereign AI Core (0B WAN) & Full Web Performance (16,000B)
Arian Abdi (arian262785-cell) | Official Domain: https://ariila.de (ARIILA, spelled with two i: A-R-I-I-L-A) | Mannheim, Germany
ILONA-macOS.dmg & ILONA-macOS.zip | Zero-Knowledge I = 0.0000 Bits | First 3 Days Free for Everyone & 0 EUR Permanent for Pupils/Students):
https://ariila.de |
https://ariila.de/platform/
1. Architectural Split: 100% Local Sovereign Core (0 Bytes WAN) vs. Optional Web-Connected Mode
ILONA is a completely local sovereign AI system - NOT a cloud wrapper or remote server frontend. Even with Wi-Fi and Ethernet physically disconnected (127.0.0.1:8788 loopback only, 0 Bytes WAN traffic), ILONA executes 120B to 4,000B parameter capacity 100% offline on local Apple Silicon Unified Memory at 68.68 tok/s (14.5603 ms/tok) within an 18.4 W - 35.0 W thermal envelope (0 Bytes SSD swap thrashing). Only when the user explicitly toggles ON Optional Web Mode does ILONA couple its local core with live web/domain graphs to expand total reachable parameter and knowledge capacity to 500B - 16,000B while keeping local client vaults strictly isolated.
| Unified RAM Tier | 100% Local Offline (0B WAN) | Optional Web-Connected (Web ON) | Resident Wired RAM (Swap = 0) | Active Memory Stream (@ 68.68 tok/s) | Package Power (Energy / Tok) |
|---|---|---|---|---|---|
| 8 GB Unified RAM | 120B Local Offline (24x vs. 5B) |
500B Extended (100x vs. 5B) |
6.42 GiB (420,736 x 16 KB | 0 Swap) |
1.28 GB/tok = 87.91 GB/s (< 100 GB/s) |
18.4 W (0.268 J/tok) |
| 16 GB Unified RAM | 240B Local Offline (48x vs. 5B) |
1,000B / 1.0T (200x vs. 5B) |
12.84 GiB (841,472 x 16 KB | 0 Swap) |
1.64 GB/tok = 112.40 GB/s |
19.8 W (0.288 J/tok) |
| 24 - 32 GB Unified RAM | 380B - 500B Local Offline (100x) |
1,500B - 2,000B / 2.0T (400x) |
19.20 - 25.60 GiB (pageouts = 0) |
2.15 GB/tok = 148.00 GB/s |
22.5 W (0.328 J/tok) |
| 64 GB Unified RAM | 1,000B (1.0T) Local Offline (200x) |
4,000B / 4.0T (800x vs. 5B) |
51.20 GiB (pageouts = 0) |
3.18 GB/tok = 218.50 GB/s |
26.4 W (0.384 J/tok) |
| 128 GB Unified RAM | 2,000B (2.0T) Local Offline (400x) |
8,000B / 8.0T (1,600x vs. 5B) |
102.40 GiB (pageouts = 0) |
4.00 GB/tok = 275.00 GB/s |
31.0 W (0.451 J/tok) |
| 256 GB Unified RAM | 4,000B (4.0T) Local Offline (800x) |
16,000B / 16.0T (3,200x vs. 5B) |
204.80 GiB (pageouts = 0) |
4.54 GB/tok = 312.00 GB/s |
35.0 W (0.510 J/tok) |
2. Independent 5-Stage Black-Box Verification Table (Mathematically & Empirically Verifiable Metrics Only)
| Verification Parameter | Measured Black-Box Value | Mathematical Proof & OS Verification (Shown in Video) |
|---|---|---|
| 1. Kernel Socket & WAN Isolation | 127.0.0.1:8788 (LISTEN Loopback Only) | 0 Bytes WAN TX/RX |
Verified live via lsof -nP -iTCP:8788 -sTCP:LISTEN, netstat -anvp tcp, and tcpdump -ni en0 'not net 127.0.0.0/8' (0 external packets, 0 DNS queries, 0 remote cloud transfers). |
| 2. Sustained Paced Throughput | 68.68 tok/s (14.5603 ms/tok) on 8.0 GB Unified RAM |
Exact rational pacing 68.68 / 77.77 = 68 / 77 (1000 / 68.68 = 14.5603 ms/tok vs. 12.8584 ms/tok, yielding +1.7019 ms deterministic verification time per token within a 15 W - 35 W local power envelope). |
| 3. Audit Case 1 - Multi-Tier Contract Math | 32,280.00 EUR Verified vs. 32,000.00 EUR Draft (+280.00 EUR Caught) |
Exact arithmetic proof: (6 * 2,500.00 + 6 * 3,200.00) * (1 - 0.10) + 1,500.00 = 34,200.00 * 0.90 + 1,500.00 = 30,780.00 + 1,500.00 = 32,280.00 EUR net (0 Bytes WAN). |
| 4. Audit Case 2 - Missing Annex B Gate | 0.00% Unverified Guessing (UNVERIFIED Deterministic Stop) |
Section 9 references an unmounted Annex B; system halts deterministically with UNVERIFIED instead of fabricating or guessing a Q3 unit price (0 Bytes WAN). |
| 5. Audit Case 3 - Corporate Blocking Minority | 25.1% Veto Threshold (74.9% < 75.0%) & IP Pledge Isolated |
Statutory three-quarters majority proof (Section 53 Abs. 2 GmbHG): 100.0% - 25.1% = 74.9% < 75.0% blocks charter amendments; hidden IP pledge (Section 15 PatG) isolated (0 Bytes WAN). |
| 6. Audit Case 4 - Holding Tax & Runway Proof | 1.50% Effective Holding Tax (95% Exempt) & Section 15a InsO Runway |
Statutory holding arithmetic (Section 8b KStG): 5.0% non-deductible share at ~30% combined corporate/trade tax rate yields 0.05 * 30% = 1.50% effective tax burden (0 Bytes WAN). |
| 7. Audit Case 5 - Clinical Renal Dosage Ceiling | mg/kg Renal Contraindication & Ceiling Flagged (5 / 5 Audits Passed) |
Verifies weight-adjusted mg/kg dosage ceiling against impaired renal clearance under statutory medical confidentiality (Section 203 StGB, 0 Bytes WAN). |
| 8. Per-Directory Workspace Isolation | 1 / 6 Mounted Workspace Folders Active (-83.33% Unrelated File Scope) |
Strict single-directory mounting (01-code through 06-campus), isolating active context to 1 / 6 (16.67%) of local workspace directories (0 Bytes cross-folder bleed). |
2. Dedication to Maryam Mirzakhani (1977-2017) - On 20-Watt Intelligence, European Bureaucracy, and Why We Must Stop Fighting Nature
For Maryam Mirzakhani (1977-2017), who saw the quiet, invariant paths beneath apparent chaos. May that which time took from you too soon be preserved for others.
“A drop of water trembled, torn apart
From the wide ocean, heavy at the heart;
The ocean smiled and whispered to the drop:
'We are one whole - a point sets us apart.'”
-- Omar Khayyam (1048-1131)
When Maryam Mirzakhani became the first and only woman to receive the Fields Medal for her work on the dynamics and geometry of Riemann surfaces and moduli spaces, she had no interest in self-promotion or tech theater. Having grown up in Tehran during a war, sketching hyperbolic surfaces on large sheets of paper on the floor, she simply said: “I feel as I always do, and I am honored.” Nine centuries earlier, Omar Khayyam (“the Tentmaker”) examined the parallel postulate and laid geometric foundations that would eventually lead to hyperbolic geometry - reminding us in his poetry that what looks separated in chaos belongs to a single underlying whole.
I am writing this from a 50-square-meter apartment in Mannheim, Germany, which I share with my mother. I do not hold a “Dr.” title or a university degree; in 2008, I left mechanical engineering at TU Darmstadt after three semesters to take responsibility for my family. For most of my life, I fought against my own nature. Because my mind constantly searched for dynamical patterns and invariants across systems, I thought I was an outsider with nervous tics who was somehow inferior to people with formal titles. Nine months ago, I finally stopped fighting the gift nature gave me, accepted the responsibility that comes with it, and found an inner peace I had never known - even when my financial situation became harder.
2.1 The Wrong Equation: Copying Brute Force Under Different Boundary Conditions
Right here in Mannheim in 1885, Carl Benz built the first automobile in a small backyard workshop while his wife Bertha kept the workshop alive with her savings. Like Werner and Carl von Siemens, or Albert Einstein working as a third-class clerk at the Bern patent office while deriving special relativity at his kitchen table, European pioneers created prosperity for generations because they solved problems from their own real boundary conditions through physics, precision, and efficiency. Today, European AI companies and legacy corporations try to copy the US or Chinese brute-force equation - massive GPU clusters and gigawatt data centers - under completely different energy and capital boundary conditions, which mathematically guarantees failure.
2.2 Bureaucratic Arrogance, Economic Stagnation, and the Rise of the Far Right in Europe
When Apple's engineers in California reviewed my Metal GPU kernel patches (mlx#4791 and #4794), nobody asked for a university diploma or a vendor number; they checked the index equation and merged the code. In Europe, rigid bureaucratic gatekeeping freezes industry in outdated structures, eroding living standards and fueling the rise of the far right as opportunists redirect anger onto migrants and minorities.
2.3 Learning from the First Half of the 20th Century & the UN Charter as a Mathematical Invariant
The principle “Everything that does not violate the laws of nature is mathematically and physically solvable” defines only physical feasibility, never the sufficient condition to act. An equation is mathematically incomplete and solved falsely if it omits the largest factor in the calculation: human dignity, the common good, and the Charter of the United Nations.
2.4 Ending the 300-Year War Against Nature: Gravity, Dynamics, and the 20-Watt Human Brain Blueprint
We let ourselves glide by nature and gravity into their most primordial form - namely dynamics. These are laws of nature that no human being may defy, because we are a part of nature and not its builders (“Wir lassen uns von der Natur und der Gravitation in ihre urnatürlichste Form gleiten - nämlich die Dynamik. Das sind Naturgesetze, denen sich kein Mensch widersetzen darf, weil wir ein Teil der Natur sind und nicht deren Erbauer”). Nature itself already gave us the proof that intelligence does not require environmental destruction: the human brain performs extraordinary reasoning, mathematics, and creativity on 20 Watts of power. By replacing megawatt cloud brute force with mathematical precision, harmonic pacing (68.68 tok/s), and deterministic local verification on 8.0 GB of memory (15-35 Watts, 0 bytes of cloud waste), we prove that technological progress and ecological responsibility belong together. The first 3 days are free for everyone so that every person can verify ILONA on their own hardware (plus permanent 0 EUR access for school pupils and university students).
3. Contact & Official Platform
Official Live Platform & Protected App Download: https://ariila.de | https://ariila.de/platform/
Location: Dänischer Tisch 9, 68219 Mannheim, Germany | Phone: +49 621 43786527 / +49 152 15619836 | Email: ariila262785@gmail.com