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See how DeepAuto.ai is making headlines worldwide

See how DeepAuto.ai is making
headlines worldwide

On this day, DeepAuto highlighted its core technologies in agentic AI platforms and model operations. The company introduced “Workflow Builder,” a modular agentic AI system and “ScaleServe,” a solution for the efficient operation of large-scale AI models. Both solutions leverage an architecture optimized for long-context document processing and deliver superior cost and time efficiency.

According to DeepAuto, these technologies have already been validated in practice, applied to due-diligence workflows for global private-equity firms and law firms, as well as large-scale document reviews across finance, real estate, and construction.

SEPTEMBER 18, 2025

PRESS

From the event: LG Superstart Day

LG ‘Superstart Day’ Kicks Off, Aiming to Discover Korean Startups with Core AI Technologies

LG opened “Superstart Day 2025” at Seoul’s Magok LG Science Park on Sept 12, selecting 22 startups from ~1,800 applicants and running 32 booths (including 10 existing partners) to spotlight AI core-tech innovators. Among them, DeepAuto joined as an AI agent platform…

LG opened “Superstart Day 2025” at Seoul’s Magok LG Science Park on Sept 12, selecting 22 startups from ~1,800 applicants and running 32 booths (including 10 existing partners) to spotlight AI core-tech innovators. Among them, DeepAuto joined as an AI agent platform…

AI Times (AI타임스)

AI Times (AI타임스)

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SEPTEMBER 18, 2025

PRESS

DeepAuto presents agentic AI Innovation at LG Superstart Day…

DeepAuto participated in the event as one of the 22 startups selected by the organizer, LG Group. CEO Seongju Hwang took the stage as a speaker for the “Superstart Incubator 4th Cohort Session Relay Pitch” (hereinafter “Relay Pitch”) and, at the company’s exhibition booth, unveiled its in-house LLM-based agentic AI system, “Workflow Builder.”…

DeepAuto participated in the event as one of the 22 startups selected by the organizer, LG Group. CEO Seongju Hwang took the stage as a speaker for the “Superstart Incubator 4th Cohort Session Relay Pitch” (hereinafter “Relay Pitch”) and, at the company’s exhibition booth, unveiled its in-house LLM-based agentic AI system, “Workflow Builder.”…

한경잡앤조이 HanKyung Job & Joy

한경잡앤조이 HanKyung Job & Joy

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SEPTEMBER 18, 2025

PRESS

DeepAuto participates in ‘LG Superstart Day,’ Showcasing Agentic AI technology”

In particular, during the back-to-back Relay Pitch session, CEO Hwang captured the audience’s attention by showcasing the high level of maturity and distinctive strengths of DeepAuto’s Agentic AI system. Interest continued at the DeepAuto booth as domestic and overseas AI industry stakeholders stopped by, underscoring the strong energy on site.…

In particular, during the back-to-back Relay Pitch session, CEO Hwang captured the audience’s attention by showcasing the high level of maturity and distinctive strengths of DeepAuto’s Agentic AI system. Interest continued at the DeepAuto booth as domestic and overseas AI industry stakeholders stopped by, underscoring the strong energy on site.…

아이티비즈 ITBiz

아이티비즈 ITBiz

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SEPTEMBER 18, 2025

PRESS

DeepAuto presents Cutting-Edge Agentic AI at LG Superstart Day…

A DeepAuto representative said the company used this participation to explore collaboration opportunities with LG and to showcase the competitiveness of its AI technologies, adding that it plans to continue contributing to solving on-site industrial problems with innovative AI solutions…

A DeepAuto representative said the company used this participation to explore collaboration opportunities with LG and to showcase the competitiveness of its AI technologies, adding that it plans to continue contributing to solving on-site industrial problems with innovative AI solutions…

테크월드뉴스 Techworld News

테크월드뉴스 Techworld News

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SEPTEMBER 18, 2025

PRESS

DeepAuto highlights Agentic AI Innovation at LG Superstart Day…

DeepAuto participated as one of the 22 startups at the event, with CEO Seongju Hwang speaking in the ‘Superstart Incubator 4th Cohort Session Relay Pitch.’ Leveraging its participation, the company plans to explore collaboration opportunities with LG through innovative AI solutions..…

DeepAuto participated as one of the 22 startups at the event, with CEO Seongju Hwang speaking in the ‘Superstart Incubator 4th Cohort Session Relay Pitch.’ Leveraging its participation, the company plans to explore collaboration opportunities with LG through innovative AI solutions..…

아주경제 Aju Economic Daily

아주경제 Aju Economic Daily

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SEPTEMBER 18, 2025

PRESS

DeepAuto Showcases Next-Gen Agentic AI at LG Superstart Day…

DeepAuto participated in the event as one of 22 startups selected by LG Group. During the program, CEO Seongju Hwang presented in the “Superstart Incubator 4th Cohort Session Relay Pitch,” introducing DeepAuto’s agentic AI technology….

DeepAuto participated in the event as one of 22 startups selected by LG Group. During the program, CEO Seongju Hwang presented in the “Superstart Incubator 4th Cohort Session Relay Pitch,” introducing DeepAuto’s agentic AI technology….

헬로티 HelloT

헬로티 HelloT

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SEPTEMBER 18, 2025

PRESS

DeepAuto demonstrates Agentic AI Capabilities at LG Superstart Day

DeepAuto participated in the event as one of 22 startups selected by the organizer, LG Group. CEO Seongju Hwang took the stage as a speaker in the “Superstart Incubator 4th Cohort Session Relay Pitch” (the “Relay Pitch”) and, at the company’s booth, unveiled “Workflow Builder,” DeepAuto’s in-house large language model (LLM)-based agentic AI system.

DeepAuto participated in the event as one of 22 startups selected by the organizer, LG Group. CEO Seongju Hwang took the stage as a speaker in the “Superstart Incubator 4th Cohort Session Relay Pitch” (the “Relay Pitch”) and, at the company’s booth, unveiled “Workflow Builder,” DeepAuto’s in-house large language model (LLM)-based agentic AI system.

아시아타임스 Asia Times

아시아타임스 Asia Times

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SPOTLIGHT

PUBLICATION

Distilling LLM Agent into Small Models with Retrieval and Code Tools

Minki Kang, Jongwon Jeong, Seanie Lee, Jaewoong Cho, and Sung Ju Hwang

Minki Kang, Jongwon Jeong, Seanie Lee, Jaewoong Cho, and Sung Ju Hwang

NeurIPS 2025

NeurIPS 2025

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PUBLICATION

Delta Attention: Fast and Accurate Sparse Attention Inference by Delta Correction

Jeffrey Willette, Heejun Lee, and Sung Ju Hwang

Jeffrey Willette, Heejun Lee, and Sung Ju Hwang

NeurIPS 2025

NeurIPS 2025

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PUBLICATION

Sketch-of-Thought: Efficient LLM Reasoning with Adaptive Cognitive-Inspired Sketching

Simon A. Aytes, Jinheon Baek, and Sung Ju Hwang

Simon A. Aytes, Jinheon Baek, and Sung Ju Hwang

EMNLP 2025

EMNLP 2025

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PUBLICATION

FedSVD: Adaptive Orthogonalization for Private Federated Learning with LoRA

Seanie Lee, Sangwoo Park, Dong Bok Lee, Dominik Wagner, Haebin Seong, Tobias Bocklet, Juho Lee, and Sung Ju Hwang

Seanie Lee, Sangwoo Park, Dong Bok Lee, Dominik Wagner, Haebin Seong, Tobias Bocklet, Juho Lee, and Sung Ju Hwang

NeurIPS 2025

NeurIPS 2025

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PUBLICATION

Continuous Diffusion Model for Language Modeling

Jaehyeong Jo, Sung Ju Hwang

Jaehyeong Jo, Sung Ju Hwang

NeurIPS 2025

NeurIPS 2025

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PUBLICATION

Cost-Sensitive Freeze-thaw Bayesian Optimization for Efficient Hyperparameter Tuning

Dong Bok Lee, Aoxuan Silvia Zhang, Byungjoo Kim, Junhyeon Park, Juho Lee, Hae Beom Lee
and Sung Ju Hwang

Dong Bok Lee, Aoxuan Silvia Zhang, Byungjoo Kim, Junhyeon Park, Juho Lee, Hae Beom Lee
and Sung Ju Hwang

NeurIPS 2025

NeurIPS 2025

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PUBLICATION

Mol-LLaMA: Towards General Understanding of Molecules in Large Molecular Language Model

Dongki Kim, Wonbin Lee, and Sung Ju Hwang

Dongki Kim, Wonbin Lee, and Sung Ju Hwang

NeurIPS 2025

NeurIPS 2025

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PUBLICATION

System Prompt Optimization with Meta-Learning

Yumin Choi, Jinheon Baek and Sung Ju Hwang

Yumin Choi, Jinheon Baek and Sung Ju Hwang

NeurIPS 2025

NeurIPS 2025

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