Search:
Match:
10 results
Research#llm📝 BlogAnalyzed: Dec 28, 2025 21:58

3 Walls Engineers Face in AI App Development and Prescriptions to Prevent PoC Failure

Published:Dec 28, 2025 13:56
1 min read
Qiita LLM

Analysis

This article from Qiita LLM discusses the challenges engineers face when developing AI applications. It highlights the gap between simply making an AI app "work" and making it "usable." The article likely delves into specific obstacles, such as data quality, model selection, and user experience design. It probably offers practical advice to avoid "PoC death," meaning the failure of a Proof of Concept project to move beyond the initial testing phase. The focus is on bridging the gap between basic functionality and practical, user-friendly AI applications.
Reference

"Hitting the ChatGPT API and displaying the response on the screen." This is something anyone can implement now, in a weekend hackathon or a few hours of personal development...

Research#llm📝 BlogAnalyzed: Dec 25, 2025 11:37

I Tried Creating an App with PartyRock for an AI Hackathon

Published:Dec 25, 2025 11:36
1 min read
Qiita AI

Analysis

This article likely details the author's experience using PartyRock, a platform for building AI applications, in preparation for or during the FUJI HACK2025 AI hackathon. The author, a 2025 Japan AWS Jr. Champion, served as a tech supporter. The article probably covers the challenges faced, the solutions implemented using PartyRock, and the overall learning experience. It could also include insights into the hackathon itself and the role of tech supporters. The article's value lies in providing practical guidance and real-world examples for developers interested in using PartyRock for AI projects, especially in a hackathon setting.
Reference

こんにちは、2025 Japan AWS Jr. Championsのsrkwrです!

Analysis

This article discusses the "MEKIKI X AI Hackathon Mogumogu Advent Calendar," a 25-day initiative focused on AI research and development. It highlights the activities of an AI engineer from NTT Data who initiated the "AI Hackathon/Mokumoku Study Group," starting with an AI hackathon involving Kubernetes GPU clusters on Macs at McDonald's. The project, known as MEKIKI, involves researching and deploying advanced AI technologies. The Advent Calendar involved contributions from members of the study group and external collaborators from NTT Data Advanced Technology and NTT Technocross, showcasing a collaborative effort in exploring AI's potential and practical applications.
Reference

MEKIKI X AI ハッカソンもぐもぐ勉強会 Advent Calendar 2025 の 25 日目を担当する自称 "NTTデータ3大ミステリーの一つ" とされる葬送のAIエンジニアです。

Research#llm📝 BlogAnalyzed: Dec 24, 2025 19:02

Generative AI OCR Achieves Practicality with Invoices: Two Experiments from an Internal Hackathon

Published:Dec 24, 2025 10:00
1 min read
Zenn AI

Analysis

This article discusses the practical application of generative AI OCR, specifically focusing on its use with invoices. It highlights the author's initial skepticism about OCR's ability to handle complex documents like invoices, but showcases how recent advancements have made it viable. The article mentions internal hackathon experiments, suggesting a hands-on approach to exploring and validating the technology. The focus on invoices as a specific use case provides a tangible example of AI's progress in document processing. The article's structure, starting with initial doubts and then presenting evidence of success, makes it engaging and informative.
Reference

1〜2年前、「OCRはViableだけど請求書は難しい」と思っていた

Research#llm📝 BlogAnalyzed: Jan 3, 2026 06:09

Quality Evaluation of AI Agents with Amazon Bedrock AgentCore Evaluations

Published:Dec 14, 2025 01:00
1 min read
Zenn GenAI

Analysis

The article introduces Amazon Bedrock AgentCore Evaluations for assessing the quality of AI agents. It highlights the importance of quality evaluation in AI agent operations, referencing the AWS re:Invent 2025 updates and the MEKIKI X AI Hackathon. The focus is on practical application and the challenges of deploying AI agents.
Reference

The article mentions the AWS re:Invent 2025 and the MEKIKI X AI Hackathon as relevant contexts.

Analysis

Codebuff is a CLI tool that uses natural language requests to modify code. It aims to simplify the coding process by allowing users to describe desired changes in the terminal. The tool integrates with the codebase, runs tests, and installs packages. The article highlights the tool's ease of use and its origins in a hackathon. The provided demo video and free credit offer are key selling points.
Reference

Codebuff is like Cursor Composer, but in your terminal: it modifies files based on your natural language requests.

Research#LLM👥 CommunityAnalyzed: Jan 10, 2026 15:41

Automated Prompting Wins Mistral AI Hackathon: A Step Towards Efficient LLM Development

Published:Mar 27, 2024 17:31
1 min read
Hacker News

Analysis

The article highlights a potentially significant advancement in LLM development by focusing on automated testing and prompt engineering. This approach could lead to more reliable and efficient creation and deployment of LLM-based applications.
Reference

The winning project focused on Automated Test Driven Prompting.

AI Tools#Summarization👥 CommunityAnalyzed: Jan 3, 2026 06:42

Bulletpapers - ArXiv AI Paper Summarizer

Published:Nov 8, 2023 18:20
1 min read
Hacker News

Analysis

Bulletpapers is an AI-powered tool that summarizes research papers from ArXiv. It won an Anthropic Hackathon, suggesting its quality and potential. The focus on summarization is relevant given the increasing volume of research papers.
Reference

Show HN: Bulletpapers – ArXiv AI paper summarizer, won Anthropic Hackathon

Research#llm🏛️ OfficialAnalyzed: Jan 3, 2026 15:47

OpenAI Hackathon Report

Published:Mar 15, 2018 07:00
1 min read
OpenAI News

Analysis

The article is a brief announcement of a hackathon hosted by OpenAI. It provides basic factual information: the date and the number of participants. The lack of detail suggests this is an initial announcement, likely followed by more in-depth reports.

Key Takeaways

Reference

Research#llm🏛️ OfficialAnalyzed: Jan 3, 2026 15:47

OpenAI Hackathon

Published:Feb 22, 2018 08:00
1 min read
OpenAI News

Analysis

This is a brief announcement for a hackathon hosted by OpenAI. It provides essential information: the event's nature, location, and date. The content is concise and directly informative.
Reference