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Alphafold 3

by Google DeepMind

AI Model
Low Confidence

AlphaFold is an artificial intelligence system developed by DeepMind (a subsidiary of Alphabet Inc.) that predicts the 3D structure of proteins from their amino acid sequences with high accuracy. It leverages deep learning techniques, specifically attention-based neural networks, to solve the long-standing protein folding problem, which is critical for understanding biological processes and drug discovery. AlphaFold has been recognized for its groundbreaking contributions to biology and has been made available as an open-source tool and through a dedicated database of protein structure predictions.

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Transparency Score

Weighted across four pillars · updated May 12, 2026

Overall grade
85% weighted
ABCDF
Model
—
Not yet assessed
Infrastructure
—
Not yet assessed
Openness Assessment
32%Limited Openness
4 Open
1 Partial
5 Closed
4 Unknown
Availability
1/5 Open
Documentation
3/6 Open
Access Methods
1/3 Open
Data from EU Open Source AI Index (DOI: 10.5281/zenodo.15386042), licensed under CC-BY 4.0

Capabilities

Protein Structure Prediction
Scientific Research
Biological Data Analysis

Vendor Information

Complete information about the vendor/provider of this AI application

Google DeepMindView all products →
DeepMind Technologies Limited(Trading as: Google DeepMind)
Contact Information
deepmind.google/
+44 2031220058
Registered Address
5 New Street Square, London, Greater London, EC4A 3TW, UK

EU AI Act Provider Information

Verification Status:
Verified
DeepMind Technologies Limited(Trading as: Google DeepMind)
5 New Street Square, London, Greater London, EC4A 3TW, UK
+44 2031220058
DeepMind Technologies Limited
5 New Street Square, London, UK
Compliance Documents
CE Marking: Not Applicable
Available in EU Member States
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Gemini 3 Pro was developed in partnership with internal safety, security, and responsibility teams. A range of evaluations and red teaming activities were conducted to help improve the model and inform decision-making. These evaluations and activities align with Google's AI Principles and responsible AI approach, as well as Google's Generative AI policies (e.g. Gen AI Prohibited Use Policy and the Gemini API Additional Terms of Service). Evaluation types included but were not limited to: ● Training/Development Evaluations including automated and human evaluations carried out continuously throughout and after the model’s training, to monitor its progress and performance; ● Human Red Teaming conducted by specialist teams who sit outside of the model development team, across the policies and desiderata, deliberately trying to spot weaknesses and ensure the model adheres to safety policies and desired outcomes; ● Automated Red Teaming to dynamically evaluate Gemini for safety and security considerations at scale, complementing human red teaming and static evaluations; ● Ethics & Safety Reviews were conducted ahead of the model’s release In addition, we perform testing following the guidelines in Google DeepMind’s Frontier Safety Framework (FSF).
Gemini 3 Pro may exhibit some of the general limitations of foundation models, such as hallucinations. There may also be occasional slowness or timeout issues. The knowledge cutoff date for Gemini 3 Pro was January 2025.

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Compliance & Risk

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Added: May 12, 2026
Updated: May 12, 2026

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