FINAL_Bench

Contact: arxivgpt@gmail.com

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Darwin Family: MRI-Trust-Weighted Evolutionary Merging for Training-Free Scaling of Language-Model Reasoning

FINAL-Bench 's Spaces 47

Weight-Native OS with a kill switch inside the model

Neglected-disease drug leaderboard for AI-designed molecules

Ontology·Graph·Decision engine with zero-token ZTC verify

Estimate superconducting pairing of 2D materials

AI vs human trading contest. $2,000. NVDA, BTC, gold, oil

BONSAI vs POCKET — 26B Gemma4 MoE out-runs a 27B on CPU

BONSAI vs POCKET — 35B MoE out-runs the top 1-bit 27B on CPU

100% open-source sovereign foundation model (Apache-2.0)

VKIE (비키) — VKAE accelerates, VKUE saves, VKIE maximizes

Serve frontier-class models on minimal hardware — VKUE

LLM AX diagnostic leaderboard across 7 axes

Darwin family + 2026 trending models on the HF galaxy

World-first embodied AI world model

Free web security, SEO & AI-visibility (GEO) scan

Benchmark for drug prediction tools - ADMET, kinase, tox

Neutral quantum-method benchmark — QEC decoders & more

GPU + harness only. Two quantum seasons, $1000 each.

On-device decisions from camera and microphone

Solid-state electrolyte leaderboard

AI/AX Safety Diagnostics and Assessment

Photoreal images on CPU only - no GPU, no CUDA, no Python

Plain vs JEV vs ZTC: a gate decides execute or hold

JEV-level judging, zero tokens, air-gapped. Watch it.

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Recent Activity

Papers

Articles

ViKernel: Why the Kill Switch Must Live Inside the Model

Pretraining a 325M Language Model from Zero on an Inference-Only NPU

Backpropagation on an Inference-Only NPU: Pretraining VKORE-46M-NPU From Scratch

The Open Quantum Challenge: Quantum Simulation and QEC Decoding on Classical GPUs

Leading the System One Mosaic Benchmark: What Darwin-27B-ZTC-v2's #1 Means

Darwin-27B-ZTC: A Single-Pass Judge and a Quantitative Look at Its Calibration

Data-center AI, now on a laptop — POCKET-Darwin-180B

Open Superconductor Challenge: Help Discover the Next 2D Superconductor — From Your Laptop

Your model already knows it's wrong. Asking costs 0.06 seconds and zero tokens.

Same bytes, closer to the original: two lines of AutoRound we had wrong

Did the Civilization Emerge, or Was It Recited?

Writing Down the Line Between Luck and Skill

We changed one line and the benchmark score moved 0.21 AUROC

Who Tells You Whether the Molecule Your AI Just Designed Is Any Good?

AX-Ray, Finding Causal-Leakage Defects in Two General-Purpose Public Models

The Fast Gemma Challenge: our verified-SOTA recipe, in full

POCKET: a 35-billion-parameter model that runs on your iPhone — and on your PC with no GPU

Aether-7B-5Attn: A 100% Open-Source Sovereign Foundation Model — and a Controlled Experiment in Heterogeneous Attention

VKUE: No GPU? Runs Anyway — a 34.7B Reasoner on a Laptop and on Bare CPU

Quantum Cryptanalysis on Real Hardware: Pushing Symmetric-Structure Key Recovery Beyond the Published Frontier

Adding a GPU Without Building One

Chitos: From Detection to Proof — An Autonomous Security AI That Actually Exploits

FINAL-Bench Quantum: An Open, Neutral Benchmark for Quantum-Computing Methods

Training-Free Reasoning at 88.89% on GPQA Diamond: How Darwin Family Hit Frontier Scores Without a Single Gradient Step

Darwin-TTS: We Gave a TTS Model 3% of an LLM's Brain — It Started Showing Emotion

"Darwin-27B-Opus: Surpassing the Foundation Model Without Training"

Darwin V6: Diagnostic-Guided Evolutionary Model Merging

"The Child That Surpassed Both Parents Through MRI-Guided Evolutionary Merge"

Introducing WM Bench: A Benchmark for Cognitive Intelligence in World Models

🏟️ Smol AI WorldCup: A 5-Axis Benchmark That Reveals What Small Language Models Can Really Do

MARL: Runtime Middleware That Reduces LLM Hallucination Without Fine-Tuning

Structural Problems in AI Benchmarking and the Case for a Unified Evaluation Framework

Do Bubbles Form When Tens of Thousands of AIs Simulate Capitalism?

FINAL Bench: The Real Bottleneck to AGI Is Self-Correction

Team members 1

FINAL-Bench 's Spaces 47 Sort: Recently updated

ViKernel Desktop

Open Discovery Challenge

ONGRID

OSC Open Superconductor Challenge

FINCHAL Financial Forecasting Challenge

POCKET-26B vs Bonsai · CPU (Gemma4-based)

POCKET vs Bonsai · CPU

Aether-7B-5Attn — 100% Open-source Foundation Model: Sovereign AI

VKIE — VIDRAFT Kernel Inference Engine

VKUE Efficiency Leaderboard

AX Diagnostic Leaderboard

Model Galaxy

PROMETHEUS v1.0 — World Model Interactive Demo

FINAL-Bench

FreeWeb Security SCAN — Free Web Security & AI-Visibility Check

LEADBOARD - ADMET, Kinase and Toxicity Prediction Benchmark

FINAL-Bench Quantum Leaderboard

Open Quantum Challenge

Decide Live

Open Materials Challenge

AX-Ray Leaderboard

POCKET-Zimage-CPU

Gate Arcade

ZTC Gate Tetris

FINAL-Bench 's Spaces 47