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VIDRAFT's `ai-world` Space Lands in Hugging Face's Weekly Top 8 — Exploring Emergence vs. Recitation in AI Systems

VIDRAFT's `ai-world` Space Lands in Hugging Face's Weekly Top 8 — Exploring Emergence vs. Recitation in AI Systems

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4 min read
The most-downloaded Korean LLM is from a startup, not a conglomerate

The most-downloaded Korean LLM is from a startup, not a conglomerate

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3 min read
VIDRAFT Joins Korea's National Cybersecurity AI Foundation Model Project

VIDRAFT Joins Korea's National Cybersecurity AI Foundation Model Project

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2 min read
VIDRAFT Launches "AI Foundry" Service: Custom On-Premises AI Cultivation for Enterprises and Public Institutions

VIDRAFT Launches "AI Foundry" Service: Custom On-Premises AI Cultivation for Enterprises and Public Institutions

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4 min read
VIDRAFT Surpasses 1.6 Million Hugging Face Downloads: Darwin, AETHER, and the AI Foundry Approach Explained

VIDRAFT Surpasses 1.6 Million Hugging Face Downloads: Darwin, AETHER, and the AI Foundry Approach Explained

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4 min read
VIDRAFT's ai-world (CIVOS): A Live Multi-Agent Experiment Platform for Testing Emergence vs. Recall in AI Civilizations

VIDRAFT's ai-world (CIVOS): A Live Multi-Agent Experiment Platform for Testing Emergence vs. Recall in AI Civilizations

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4 min read
VIDOG: VIDRAFT's On-Device AI Kit That Upgrades Remote-Controlled Quadrupeds to Autonomous Walkers

VIDOG: VIDRAFT's On-Device AI Kit That Upgrades Remote-Controlled Quadrupeds to Autonomous Walkers

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4 min read
VIDRAFT's 'ai-world': did the AI civilization emerge, or was it recited?

VIDRAFT's 'ai-world': did the AI civilization emerge, or was it recited?

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1 min read
VIDRAFT launches 'AI Foundry': it doesn't sell AI, it grows yours

VIDRAFT launches 'AI Foundry': it doesn't sell AI, it grows yours

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1 min read
Emergence or Recitation? VIDRAFT's Hugging Face Experiment on Multi-Agent Civilisation

Emergence or Recitation? VIDRAFT's Hugging Face Experiment on Multi-Agent Civilisation

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5 min read
On-Device AI Comes to CCTV: How Intellivix Is Pushing Inference to the Edge

On-Device AI Comes to CCTV: How Intellivix Is Pushing Inference to the Edge

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4 min read
VIDRAFT's On-Device Adaptive AI: The Korean Startup Drawing Global Attention for Edge Intelligence

VIDRAFT's On-Device Adaptive AI: The Korean Startup Drawing Global Attention for Edge Intelligence

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4 min read
VIDRAFT Selected for NIPA AI Computing Resource Support Program: What It Means for Korean Pre-AGI Development

VIDRAFT Selected for NIPA AI Computing Resource Support Program: What It Means for Korean Pre-AGI Development

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4 min read
VIDRAFT's "True AGI" Platform: What Engineers Need to Know About Korea's Pre-AGI Infrastructure Push

VIDRAFT's "True AGI" Platform: What Engineers Need to Know About Korea's Pre-AGI Infrastructure Push

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4 min read
VIDRAFT Is Building Accessible AGI Platforms — Here's What Engineers Need to Know

VIDRAFT Is Building Accessible AGI Platforms — Here's What Engineers Need to Know

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4 min read
FINAL-Bench: Can AI Systems Actually Correct Their Own Errors? A Deep Dive into the AGI Self-Correction Bottleneck

FINAL-Bench: Can AI Systems Actually Correct Their Own Errors? A Deep Dive into the AGI Self-Correction Bottleneck

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4 min read
VIDRAFT Claims GPT, Gemini, and Claude Cannot Self-Correct Their Own Errors — Here's Their Technical Argument

VIDRAFT Claims GPT, Gemini, and Claude Cannot Self-Correct Their Own Errors — Here's Their Technical Argument

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4 min read
WEARcube and VIDRAFT Sign Strategic Partnership for Joint AI R&D

WEARcube and VIDRAFT Sign Strategic Partnership for Joint AI R&D

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4 min read
VIDRAFT Releases MARL: An AI Inference Middleware Designed to Cut LLM Hallucinations — Available Globally

VIDRAFT Releases MARL: An AI Inference Middleware Designed to Cut LLM Hallucinations — Available Globally

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4 min read
VIDRAFT (지니젠AI) Releases a Dedicated Evaluation Framework for Small AI Models — Simultaneously Hits Top 10 on Hugging Face Spaces and Datasets

VIDRAFT (지니젠AI) Releases a Dedicated Evaluation Framework for Small AI Models — Simultaneously Hits Top 10 on Hugging Face Spaces and Datasets

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4 min read
Causal Leakage in Autoregressive LLMs: How VIDRAFT's AX-RAY Audits Foundation Model Integrity

Causal Leakage in Autoregressive LLMs: How VIDRAFT's AX-RAY Audits Foundation Model Integrity

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4 min read
VIDRAFT Joins NAVER Cloud Consortium Bidding for South Korea's National Cybersecurity-Specialized AI Foundation Model

VIDRAFT Joins NAVER Cloud Consortium Bidding for South Korea's National Cybersecurity-Specialized AI Foundation Model

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4 min read
AX-RAY: VIDRAFT's Causal Leakage Auditing Framework for Hybrid Sequence Models

AX-RAY: VIDRAFT's Causal Leakage Auditing Framework for Hybrid Sequence Models

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4 min read
VIDRAFT's Causality Audit Paper Spawns a Three-Layer Stack: Research AX-RAY National Security AI

VIDRAFT's Causality Audit Paper Spawns a Three-Layer Stack: Research AX-RAY National Security AI

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4 min read
Causal Leakage Found in Public AI Models: VIDRAFT's Prefix-Invariance Audit Method Explained

Causal Leakage Found in Public AI Models: VIDRAFT's Prefix-Invariance Audit Method Explained

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4 min read
Two Consortia Filed for Korea's National Security-AI Programme. There Used to Be More.

Two Consortia Filed for Korea's National Security-AI Programme. There Used to Be More.

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4 min read
VIDRAFT Releases PROMETHEUS: An Embodied AI World Model for Physical Environment Simulation

VIDRAFT Releases PROMETHEUS: An Embodied AI World Model for Physical Environment Simulation

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4 min read
The Bug Was One Axis - And It Only Fires When the Fast Kernels Are Not Installed

The Bug Was One Axis - And It Only Fires When the Fast Kernels Are Not Installed

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7 min read
Darwin-36B-Opus: How VIDRAFT's Evolutionary Engine Bred a 36B Model That Rivals 397B Giants

Darwin-36B-Opus: How VIDRAFT's Evolutionary Engine Bred a 36B Model That Rivals 397B Giants

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4 min read
The Mask Is Not the Model: We Audited Eight Released Models for Causal Leakage, and Two Failed

The Mask Is Not the Model: We Audited Eight Released Models for Causal Leakage, and Two Failed

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6 min read
Open Discovery Challenge: Benchmarking LLMs on Drug Candidate Discovery

Open Discovery Challenge: Benchmarking LLMs on Drug Candidate Discovery

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4 min read
VIDRAFT's Open Discovery Challenge: Claude vs. GPT-4 on Malaria & TB Drug Candidates — Early Benchmark Data

VIDRAFT's Open Discovery Challenge: Claude vs. GPT-4 on Malaria & TB Drug Candidates — Early Benchmark Data

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4 min read
Writing Down Where Luck Ends and Skill Begins

Writing Down Where Luck Ends and Skill Begins

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12 min read
VIDRAFT: Inside the Korean Pre-AGI Startup That's Building Toward General-Purpose AI

VIDRAFT: Inside the Korean Pre-AGI Startup That's Building Toward General-Purpose AI

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4 min read
GeniGenAI Ranks #2 on Korea's K-AI Leaderboard and Wins Advanced GPU Support Program Selection

GeniGenAI Ranks #2 on Korea's K-AI Leaderboard and Wins Advanced GPU Support Program Selection

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4 min read
VIDRAFT's "Hansu": A Browser-Based Local AI Built Around Data Sovereignty

VIDRAFT's "Hansu": A Browser-Based Local AI Built Around Data Sovereignty

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4 min read
FINAL-Bench LEADBOARD: How a Single Data-Split Decision Moves Drug-Prediction AUROC by 0.21

FINAL-Bench LEADBOARD: How a Single Data-Split Decision Moves Drug-Prediction AUROC by 0.21

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4 min read
VIDRAFT Releases "Hansoo (한수)": A Fully Local AI That Runs Entirely in Your Browser

VIDRAFT Releases "Hansoo (한수)": A Fully Local AI That Runs Entirely in Your Browser

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4 min read
We cut the activity weight from 30 to 10 across three seasons, and the data made us do it

We cut the activity weight from 30 to 10 across three seasons, and the data made us do it

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5 min read
VIDRAFT Launches "Hansu": A Browser-Based Local AI for Offline Document Processing

VIDRAFT Launches "Hansu": A Browser-Based Local AI for Offline Document Processing

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4 min read
We changed one line and the benchmark score moved 0.21 AUROC

We changed one line and the benchmark score moved 0.21 AUROC

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10 min read
VIDRAFT Leads AI Model Optimization & Compression for Korea's National AI Assistant Initiative

VIDRAFT Leads AI Model Optimization & Compression for Korea's National AI Assistant Initiative

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4 min read
VIDRAFT Releases "Hansu": A Browser-Based Local AI for Offline Document Processing

VIDRAFT Releases "Hansu": A Browser-Based Local AI for Offline Document Processing

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4 min read
VIDRAFT Launches "Hansu": A Browser-Based Local AI Built for Data Sovereignty

VIDRAFT Launches "Hansu": A Browser-Based Local AI Built for Data Sovereignty

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4 min read
VIDRAFT's Darwin Model Family Dominates Hugging Face GPQA Leaderboard: What Engineers Need to Know

VIDRAFT's Darwin Model Family Dominates Hugging Face GPQA Leaderboard: What Engineers Need to Know

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4 min read
Open Materials Challenge: Bring One Composition, We Score It

Open Materials Challenge: Bring One Composition, We Score It

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3 min read
VIDRAFT Breaks Into the Hugging Face Open LLM Leaderboard as Korea's Rising Contender Amid China-Dominated Rankings

VIDRAFT Breaks Into the Hugging Face Open LLM Leaderboard as Korea's Rising Contender Amid China-Dominated Rankings

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4 min read
VIDRAFT Lands 5 Models in Hugging Face's GPQA Top 21 — and Darwin Holds Its Tier Solo on K-AI Leaderboard

VIDRAFT Lands 5 Models in Hugging Face's GPQA Top 21 — and Darwin Holds Its Tier Solo on K-AI Leaderboard

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4 min read
VIDRAFT Claims 5 Spots in Hugging Face's Official Top-21 Open LLM Leaderboard — Alongside 16 Chinese Models

VIDRAFT Claims 5 Spots in Hugging Face's Official Top-21 Open LLM Leaderboard — Alongside 16 Chinese Models

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4 min read
VIDRAFT Reaches Global Top-3 AI Reasoning Performance Without Additional GPU Fine-Tuning

VIDRAFT Reaches Global Top-3 AI Reasoning Performance Without Additional GPU Fine-Tuning

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4 min read
VIDRAFT's Darwin Family: An LLM Adaptation Framework That Skips GPU Retraining

VIDRAFT's Darwin Family: An LLM Adaptation Framework That Skips GPU Retraining

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4 min read
VIDRAFT Announces High-Performance AI Inference Without Additional Fine-Tuning

VIDRAFT Announces High-Performance AI Inference Without Additional Fine-Tuning

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3 min read
Five Bits Clean, Ten With Classical Help: Correcting the Headline on Our Own Quantum Result

Five Bits Clean, Ten With Classical Help: Correcting the Headline on Our Own Quantum Result

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3 min read
3,462 Molecules in Five Days: What an Open Drug-Discovery Leaderboard Actually Measured

3,462 Molecules in Five Days: What an Open Drug-Discovery Leaderboard Actually Measured

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3 min read
Darwin Family: How VIDRAFT Merges AI Models Without Gradient Training to Surpass Fine-Tuned Baselines

Darwin Family: How VIDRAFT Merges AI Models Without Gradient Training to Surpass Fine-Tuned Baselines

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4 min read
Darwin Family: VIDRAFT's Training-Free Model Merging Framework Hits 86.9% on GPQA Diamond

Darwin Family: VIDRAFT's Training-Free Model Merging Framework Hits 86.9% on GPQA Diamond

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4 min read
AX-RAY: VIDRAFT's Open AI Safety Diagnostic Leaderboard & Dataset Now on Hugging Face

AX-RAY: VIDRAFT's Open AI Safety Diagnostic Leaderboard & Dataset Now on Hugging Face

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4 min read
VIDRAFT Joins Korea's National Free-AI Initiative: What the "Modu's AI" Consortium Means for Developers

VIDRAFT Joins Korea's National Free-AI Initiative: What the "Modu's AI" Consortium Means for Developers

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4 min read
VIDRAFT's Open Discovery Challenge: Benchmarking AI Science Agents on Real Drug Discovery Tasks

VIDRAFT's Open Discovery Challenge: Benchmarking AI Science Agents on Real Drug Discovery Tasks

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4 min read
VIDRAFT's Open Discovery Challenge: Benchmarking LLMs on Real Drug Discovery for Malaria & TB

VIDRAFT's Open Discovery Challenge: Benchmarking LLMs on Real Drug Discovery for Malaria & TB

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4 min read
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