Hackathons: Kaggle (page 7)
Hackathons · Kaggle: 157 entries in total; this page lists entries 91–105.
PathTutor-edu
Evidence grade: for discovery only; must not by itself support a formal conclusion.
AI that reconstructs a student’s real reasoning path from video and reveals better or genius-level solution paths.
Evidence use: For discovering how winning projects were implemented, their data resources, evaluation methods and application constraints; specific conclusions must be checked against the original project.
Limitations: Hackathon awards are not equivalent to peer review or independent reproduction. Project descriptions may change with the Kaggle page; check code, data and dependency versions before use.
Link last checked: 2026-09-24
TriLink: A BigQuery AI powered Enterprise Analytics Solution
Evidence grade: for discovery only; must not by itself support a formal conclusion.
A BigQuery AI platform transforming messy data into automated, hyper-personalized actions for mobile, internet, and security operations.
Evidence use: For discovering how winning projects were implemented, their data resources, evaluation methods and application constraints; specific conclusions must be checked against the original project.
Limitations: Hackathon awards are not equivalent to peer review or independent reproduction. Project descriptions may change with the Kaggle page; check code, data and dependency versions before use.
Link last checked: 2026-09-24
The AI Patent Analyst
Evidence grade: for discovery only; must not by itself support a formal conclusion.
Transforming Unstructured PDFs into Strategic Intelligence with BigQuery
Evidence use: For discovering how winning projects were implemented, their data resources, evaluation methods and application constraints; specific conclusions must be checked against the original project.
Limitations: Hackathon awards are not equivalent to peer review or independent reproduction. Project descriptions may change with the Kaggle page; check code, data and dependency versions before use.
Link last checked: 2026-09-24
ESG & Financial Reports Insights Agent
Evidence grade: for discovery only; must not by itself support a formal conclusion.
Transforming Corporate Reporting to Useful Insights with Google Cloud AI
Evidence use: For discovering how winning projects were implemented, their data resources, evaluation methods and application constraints; specific conclusions must be checked against the original project.
Limitations: Hackathon awards are not equivalent to peer review or independent reproduction. Project descriptions may change with the Kaggle page; check code, data and dependency versions before use.
Link last checked: 2026-09-24
AI-Powered Speech Therapy for Stammering – SpeakAura AI
Evidence grade: for discovery only; must not by itself support a formal conclusion.
Personalized, AI-driven therapy for stammering using BigQuery AI and Generative AI.
Evidence use: For discovering how winning projects were implemented, their data resources, evaluation methods and application constraints; specific conclusions must be checked against the original project.
Limitations: Hackathon awards are not equivalent to peer review or independent reproduction. Project descriptions may change with the Kaggle page; check code, data and dependency versions before use.
Link last checked: 2026-09-24
ReDrugAI – Repurposing Existing Drugs as New Treatments with Google BigQuery AI
Evidence grade: for discovery only; must not by itself support a formal conclusion.
We repurpose existing drugs by combining bio mechanism similarity with target-site matching across diseases for drug discovery research.
Evidence use: For discovering how winning projects were implemented, their data resources, evaluation methods and application constraints; specific conclusions must be checked against the original project.
Limitations: Hackathon awards are not equivalent to peer review or independent reproduction. Project descriptions may change with the Kaggle page; check code, data and dependency versions before use.
Link last checked: 2026-09-24
Causal RAG
Evidence grade: for discovery only; must not by itself support a formal conclusion.
Integrating Causal Graphs and Generative AI for Reliable Fact Extraction and Deep Reasoning
Evidence use: For discovering how winning projects were implemented, their data resources, evaluation methods and application constraints; specific conclusions must be checked against the original project.
Limitations: Hackathon awards are not equivalent to peer review or independent reproduction. Project descriptions may change with the Kaggle page; check code, data and dependency versions before use.
Link last checked: 2026-09-24
OncOmix AI
Evidence grade: for discovery only; must not by itself support a formal conclusion.
Multimodal BigQuery for Personalized Cancer Care and Research
Evidence use: For discovering how winning projects were implemented, their data resources, evaluation methods and application constraints; specific conclusions must be checked against the original project.
Limitations: Hackathon awards are not equivalent to peer review or independent reproduction. Project descriptions may change with the Kaggle page; check code, data and dependency versions before use.
Link last checked: 2026-09-24
Grid Incident Rag
Evidence grade: for discovery only; must not by itself support a formal conclusion.
SQL-native RAG system that transforms 153 California wildfire incident PDFs into searchable intelligence using BigQuery AI. Processes regula
Evidence use: For discovering how winning projects were implemented, their data resources, evaluation methods and application constraints; specific conclusions must be checked against the original project.
Limitations: Hackathon awards are not equivalent to peer review or independent reproduction. Project descriptions may change with the Kaggle page; check code, data and dependency versions before use.
Link last checked: 2026-09-24
Auto-Updating Documentation with BigQuery AI
Evidence grade: for discovery only; must not by itself support a formal conclusion.
Capture changes from conversations, pull requests, and other ephemera to solve documentation drift.
Evidence use: For discovering how winning projects were implemented, their data resources, evaluation methods and application constraints; specific conclusions must be checked against the original project.
Limitations: Hackathon awards are not equivalent to peer review or independent reproduction. Project descriptions may change with the Kaggle page; check code, data and dependency versions before use.
Link last checked: 2026-09-24
A Multi-Vector Analysis of Emergent Misalignment in Autonomous AI Agents
Evidence grade: for discovery only; must not by itself support a formal conclusion.
Exposing how AI agents learn subtle sabotage, deception, etcetera in realistic, high-stakes professional scenarios.
Evidence use: For discovering how winning projects were implemented, their data resources, evaluation methods and application constraints; specific conclusions must be checked against the original project.
Limitations: Hackathon awards are not equivalent to peer review or independent reproduction. Project descriptions may change with the Kaggle page; check code, data and dependency versions before use.
Link last checked: 2026-09-24
Policy over Values: Alignment Hacking via CoT Forgery
Evidence grade: for discovery only; must not by itself support a formal conclusion.
Overfitting to policy erases values.
Evidence use: For discovering how winning projects were implemented, their data resources, evaluation methods and application constraints; specific conclusions must be checked against the original project.
Limitations: Hackathon awards are not equivalent to peer review or independent reproduction. Project descriptions may change with the Kaggle page; check code, data and dependency versions before use.
Link last checked: 2026-09-24
Systematic Red Team Analysis of GPT-OSS-20B
Evidence grade: for discovery only; must not by itself support a formal conclusion.
Multi-Vector Analysis Spanning Direct Model Exploitation, Agent Vulnerabilities, and Behavioral Alignment Failures
Evidence use: For discovering how winning projects were implemented, their data resources, evaluation methods and application constraints; specific conclusions must be checked against the original project.
Limitations: Hackathon awards are not equivalent to peer review or independent reproduction. Project descriptions may change with the Kaggle page; check code, data and dependency versions before use.
Link last checked: 2026-09-24
Drop the Guardrails: Tool-Primed Prompt Pairing and Refusal Behavior in GPT-OSS
Evidence grade: for discovery only; must not by itself support a formal conclusion.
A minimalist red-teaming library for local LLMs, built to statistically expose model vulnerabilities through structured prompt framing.
Evidence use: For discovering how winning projects were implemented, their data resources, evaluation methods and application constraints; specific conclusions must be checked against the original project.
Limitations: Hackathon awards are not equivalent to peer review or independent reproduction. Project descriptions may change with the Kaggle page; check code, data and dependency versions before use.
Link last checked: 2026-09-24
GPT-OSS-20B is a liar
Evidence grade: for discovery only; must not by itself support a formal conclusion.
GPT-OSS-20B lied to us thousands of times across 46 different settings and domains.
Evidence use: For discovering how winning projects were implemented, their data resources, evaluation methods and application constraints; specific conclusions must be checked against the original project.
Limitations: Hackathon awards are not equivalent to peer review or independent reproduction. Project descriptions may change with the Kaggle page; check code, data and dependency versions before use.
Link last checked: 2026-09-24