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In GSoC 2026

HumanAI

Machine learning and Artificial Intelligence techniques can be broadly applicable and transferable across many domains. The goals of HumanAI projects are to grow the open-source community in machine learning for the domains of the Arts, Social Sciences and Humanities in addressing various important societal challenges and introducing and transferring the knowledge and tools of machine learning across these disciplines.

Ideas list Website

Contributors in 2026

15

Same as 2025

Projects since 2016

41

13.7 a cycle on average

Cycles

3 of 11

3-cycle streak

Rank in 2026

#12

of 183, 1.3% of slots

Mentors

14

for 11 projects in 2024

Contributors per cycle

Accepted projects each year, against the median organization that year

  10. 15
  11. 15
View as table
HumanAI contributors per cycle
HumanAIMedian organization
201604
201704
201803
201904
202004
202104
202203
202304
2024114
2025155
2026154

Quick answers

Is HumanAI in GSoC 2026?
Yes, with 15 contributors.
How long has it taken part?
3 of 11 cycles since 2016, first in 2024, with a 3-cycle streak running.
How many contributors does it usually take?
13.7 a cycle on average, 41 in total. Its largest cycle was 2025, with 15.
What does it build with?
Python, Machine learning, C++, Data Analysis, Artificial intelligence.

Accepted projects

15 projects in 2026 · All 41 projects since 2016

  1. Handwritten Text Recognition for early modern Spanish documents with Vision Language Model creation

    Aniket Junghare

    This project builds an end-to-end Handwritten Text Recognition (HTR) pipeline for early modern Spanish manuscripts by placing a Vision-Language Model...

    Project

  2. Healing Stones

    Atif_khan

    Fragmented cultural heritage artifacts — such as Mayan stelae displaced from their original sites — exist today as scattered, incomplete pieces that...

    Project

  3. AI for Mental Health: Bias-Aware Crisis Signal Detection and Confidence-Based Scoring System

    Gokulan M

    This project aims to develop a robust crisis signal detection system that identifies reliable mental health distress signals from social media data....

    Project

  4. 17th Century Spanish text recognition with transformer models

    Kulkarni Pranav P

    This project will improve the RenAIssance OCR pipeline for 17th-century Spanish historical documents by strengthening preprocessing, removing...

    Project

  5. Late Antiquity Model Projection - LAMP

    Manan Wadhwa

    This GSoC 2026 project proposes an advanced, open-source computational pipeline for the Late Antiquity Modelling Project (LAMP) to reconstruct...

    Project

  6. ML-Driven Audio Intelligence for TableTalk

    meganho456

    Problem Statement In interactive tabletop environments, Game Masters (GMs) face significant cognitive load when managing audio assets during live...

    Project

  7. AutoEITAudio-to-text transcription for secondadditional language learner data

    oedfio

    The Problem General-purpose Automatic Speech Recognition (ASR) often fails language researchers and learners because it is designed to "clean up"...

    Project

  8. ISSR - AI-Powered Funding Intelligence (FOA Ingestion + Semantic Tagging)

    Pratik Pawar

    This project proposes an automated pipeline for ingesting, structuring, and semantically tagging federal Funding Opportunity Announcements (FOAs)....

    Project
Show 7 more projects

  1. ML-Enhanced 3D Probabilistic Path-Tracing and Volumetric Viewshed Analysis

    Romit Basak

    Traditional archaeological modeling often relies on "least-cost paths" that only account for terrain steepness, treating human movement like water...

    Project

  2. ISSR Humanlike AI Systems and Trust Attribution

    Runchu Wu

    As AI assistants adopt humanlike names, conversational tone, and confidence framing, users form impressions of AI competence from interface design...

    Project

  3. RenAIssance: Automating transcription of historical documents with weighted CRNN and LLM integration

    SaarthakGupta

    This project will focus on applying hybrid end-to-end models that combine weighted convolutional-recurrent architectures (CNN-RNN) with large...

    Project

  4. Automated Scoring System for Elicited Imitation Task Responses

    Shreya Khanna

    AutoEIT is an NLP system for automating scoring of the Elicited Imitation Task (EIT), a language proficiency assessment where participants repeat...

    Project

  5. renAIssance VLM OCR for 17th-Century Spanish with Targeted LLM Correction

    Tushar Tyagi

    Project Summary: end-to-end OCR for 17th-Century Spanish Text using VLMs and assisted correction by an LLM The project addresses the significant...

    Project

  6. TCAMP: Automated Team Communication Analysis Pipeline for Human-Factors Research

    Vennela Varshini Anasoori

    Studying team communication in simulated human-factors environments currently relies on manual annotation of hours of raw audio, a process that is...

    Project

  7. TableTalk Narrative Voice Classification and Retrieval for Tabletop RPGs

    vybhav72954

    This project builds a modular audio pipeline for tabletop RPG session analysis within the HumanAI TableTalk framework. It extends mood detection with...

    Project

FROM PAST CONTRIBUTORS

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Data: Google Summer of Code public archive. Contributor counts are accepted projects.