AI OpenFree - DEV Community

AI OpenFree

Sep 20

JEV vs ZTC: Statistically Tied on Accuracy, 1.4 Points Apart Where It Counts

6 min read

AI OpenFree

Sep 20

Which LLM Answer Verifier Is Most Accurate? 13 Systems, One Test Set, Published Labels.

6 min read

AI OpenFree

Sep 20

How Do You Compare LLM Answer Verifiers? Run ZTC, JEV and Laya on the Same Answer.

4 min read

AI OpenFree

Sep 20

We Tested 13 Answer Verifiers. A Baseline That Only Counts Characters Beat 8 of Them.

6 min read

AI OpenFree

Sep 20

They Put 7 Attention Mechanisms on a Latin Square. Then Removed Them One by One.

5 min read

AI OpenFree

Sep 17

Korean-Language AI Quality Leaderboard: 426 OpenRouter Models Benchmarked Across 7 Korean-Specific Dimensions

#ai #machinelearning #opensource #llm

1

4 min read

AI OpenFree

Sep 15

VIDRAFT POCKET-35B: A 35B-Parameter On-Device LLM That Hits 1M Hugging Face Downloads in 7 Weeks — No GPU Required

#ai #machinelearning #opensource #llm

4 min read

AI OpenFree

Sep 15

We ranked the top 300 open LLMs by real downloads. 66% of them are Chinese.

#opensource #machinelearning #datascience #llm

1

3 min read

AI OpenFree

Sep 15

VIDRAFT's Darwin Factory: Model-Merging AI Foundry That Ships Custom LLMs in One Day

#ai #machinelearning #opensource #llm

1

4 min read

AI OpenFree

Sep 14

126 neurons out of 173,023 carry the fly's danger signal — and we built a browser demo that lets you cut them

#showdev #neuroscience #webgl #datascience

1

4 min read

AI OpenFree

Sep 14

AX-RAY & K-MYTHOS: Inside Korea's Consortium-Built Security-Specialized AI Foundation Model

#ai #machinelearning #opensource #llm

1

4 min read

AI OpenFree

Sep 12

VIDRAFT's PharmaOS Closes the Loop: AI Drug Discovery Gets Cell-Level Experimental Validation

#ai #machinelearning #opensource #llm

4 min read

AI OpenFree

Sep 12

VIDRAFT's AX-RAY: Diagnosing Causal Leakage in AI Models — Now Powering a 700B-Parameter Cybersecurity Foundation Model

#ai #machinelearning #opensource #llm

1

4 min read

AI OpenFree

Sep 12

VIDRAFT & Naver Cloud Join Korea's Ministry of Science ICT-Backed Security-Specialized AI Initiative, Bringing AX-RAY Technology to the Stack

#ai #machinelearning #opensource #llm

1

4 min read

AI OpenFree

Sep 8

VIDRAFT's PharmaOS Lands Government-Pharma Program to Drive AI-Discovered Small-Molecule Cancer Drug Candidates to Preclinical

#ai #machinelearning #opensource #llm

1

4 min read

AI OpenFree

Sep 7

VIDRAFT & Ourbox Sign PoC Contract for Logistics-Specialized LLM + Digital Twin Pipeline Built on Ourbox-31B-JGOS

#ai #machinelearning #opensource #llm

1

4 min read

AI OpenFree

Sep 7

What actually moves the needle for on-device LLMs (lessons from 1.18M GGUF downloads)

#ai #llm #opensource #performance

1

2 min read

AI OpenFree

Sep 7

LLMs carry a judgment signal you can read with a linear probe (and why steering it fails)

#ai #llm #machinelearning #python

1

2 min read

AI OpenFree

Sep 7

We stopped training LLMs from scratch. We built an AI Foundry instead.

#ai #llm #opensource #architecture

1

2 min read

AI OpenFree

Sep 6

VIDRAFT Announces Independent AI Foundation Model: What Korean Engineers Need to Know

#ai #machinelearning #opensource #llm

1

4 min read

AI OpenFree

Sep 6

VIDRAFT: The Korean AI Foundry That Won Hugging Face's "Space of the Week" and a Google Challenge

#ai #machinelearning #opensource #llm

1

4 min read

AI OpenFree

Sep 3

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

#ai #machinelearning #opensource #llm

1

4 min read

AI OpenFree

Sep 3

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

#ai #opensource #machinelearning #llm

1

3 min read

AI OpenFree

Sep 3

VIDRAFT Joins Korea's National Cybersecurity AI Foundation Model Project

#ai #security #opensource #machinelearning

1

2 min read

AI OpenFree

Sep 2

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

#ai #machinelearning #opensource #llm

1

4 min read

AI OpenFree

Sep 2

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

#ai #machinelearning #opensource #llm

4 min read

AI OpenFree

Sep 2

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

#ai #machinelearning #opensource #llm

4 min read

AI OpenFree

Sep 1

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

#ai #machinelearning #opensource #llm

4 min read

AI OpenFree

Sep 1

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

#ai #llm #research

1 min read

AI OpenFree

Sep 1

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

#ai #startup #machinelearning

1 min read

AI OpenFree

Aug 31

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

#ai #llm #machinelearning #research

5 min read

AI OpenFree

Aug 31

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

#ai #machinelearning #opensource #llm

4 min read

AI OpenFree

Aug 31

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

#ai #machinelearning #opensource #llm

4 min read

AI OpenFree

Aug 30

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

#ai #machinelearning #opensource #llm

4 min read

AI OpenFree

Aug 30

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

#ai #machinelearning #opensource #llm

4 min read

AI OpenFree

Aug 30

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

#ai #machinelearning #opensource #llm

4 min read

AI OpenFree

Aug 29

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

#ai #machinelearning #opensource #llm

4 min read

AI OpenFree

Aug 29

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

#ai #machinelearning #opensource #llm

4 min read

AI OpenFree

Aug 29

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

#ai #machinelearning #opensource #llm

4 min read

AI OpenFree

Aug 28

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

#ai #machinelearning #opensource #llm

4 min read

AI OpenFree

Aug 28

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

#ai #machinelearning #opensource #llm

4 min read

AI OpenFree

Aug 28

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

#ai #machinelearning #opensource #llm

4 min read

AI OpenFree

Aug 27

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

#ai #machinelearning #opensource #llm

4 min read

AI OpenFree

Aug 27

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

#ai #machinelearning #opensource #llm

4 min read

AI OpenFree

Aug 27

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

#ai #machinelearning #opensource #llm

4 min read

AI OpenFree

Aug 26

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

#ai #machinelearning #opensource #llm

4 min read

AI OpenFree

Aug 26

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

#machinelearning #ai #opensource #security

4 min read

AI OpenFree

Aug 26

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

#ai #machinelearning #opensource #llm

4 min read

AI OpenFree

Aug 26

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

#machinelearning #python #opensource #ai

7 min read

AI OpenFree

Aug 25

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

#ai #machinelearning #opensource #llm

4 min read

AI OpenFree

Aug 25

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

#machinelearning #ai #opensource #llm

6 min read

AI OpenFree

Aug 25

Open Discovery Challenge: Benchmarking LLMs on Drug Candidate Discovery

#ai #machinelearning #opensource #llm

4 min read

AI OpenFree

Aug 24

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

#ai #machinelearning #opensource #llm

4 min read

AI OpenFree

Aug 24

Writing Down Where Luck Ends and Skill Begins

#ai #machinelearning #opensource #datascience

12 min read

AI OpenFree

Aug 24

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

#ai #machinelearning #opensource #llm

4 min read

AI OpenFree

Aug 23

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

#ai #machinelearning #opensource #llm

4 min read

AI OpenFree

Aug 23

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

#ai #machinelearning #opensource #llm

4 min read

AI OpenFree

Aug 23

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

#drugpropertypredicti #finalbench #aurocevaluation #molecularbenchmark

4 min read

AI OpenFree

Aug 22

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

#localai #browsernativeai #hansoo #clientsideinference

4 min read

AI OpenFree

Aug 22

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

#machinelearning #science #opensource #datascience

5 min read

Writing Debut