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Our History is Distorted.
we grew up watching movies, reading books and media portraying our ancestors as demonic, barbaric. This has disconnected us from our root, our heritage and made us embrace a different idealogy (religion/way of life-a tool of colonisers). This same thing is repetiting itself in AI which our children would heavily depend on now and years to come. You would also be an ancestors and it would sadden your heart to see your generations labelling you evil, barbaric and backward. Join us let us rewrite 'AFRICA', build a 'Truth Model' accessible to all.
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We Are Building the
Truth Engine.
A sovereign AI pipeline to undemonize African heritage. Join us to rewrite history without the filter.
The Pillars of Sovereignty
We are replacing the distorted pipeline with a sovereign architecture built for truth.
Heritage Data Labeling
Re-labeling existing datasets to remove colonial bias. Transforming tags from "Fetish" to "Sacred".
Sovereign Model Training
Fine-tuning open-source models (Llama 3, SDXL) on our "Clean Truth" dataset for accurate representation.
Cultural Reinforcement Learning with Human Feedback (RLHF)
Elder-in-the-Loop training. Cultural custodians, not random workers, validatng AI outputs for historical ethics.
The Digital Library Projects
A secure API for developers to fetch culturally Validated data. Build games and education without the poison.
Ethical Data Standards
Limitless Scalability
Whether digitizing a single family archive or indexing an entire national library, our pipeline handles data at any magnitude.
Custodians of Truth
Our network of cultural scholars and technical engineers guarantees that every data point is accurate and respectful.
Human-Verified Security
Every dataset undergoes rigorous human review to ensure it meets our strict ethical guidelines before training.
Regulatory Alignment
We adhere to global privacy standards, ensuring all data is handled with strict compliance and transparency.
Conscious Data Sourcing
We only use data with explicit consent, actively working to decolonize and correct historical biases.
Multimodal Mastery
From audio to text and image, we curate complex multimodal datasets specifically designed for sovereign AI models.
Donate Data. Save History.
We need raw, unfiltered ground truth. Scans of family albums, audio of village elders, or old manuscripts. Digitize them before they fade.
- Ensure audio is clear with English translation or meaning provided.
- Label files clearly with Country, Village, and Family Name.
- Group related files into folders before uploading.
Drop Files to Digitize
Supported: ALL FILE TYPES (Max 5GB per upload)
By uploading files for the purpose of Truth Model training, you accept or consent to the open-source licensing and ethical usage of this data for removing bias.
Sponsor the Training.
Sovereign compute is expensive. Your contribution directly funds H100 GPUs, pays our Cultural Custodians, travels to collate truth and build accessible 'Truth Model' for all to use.
verifiedProject Activities Supported
- check_circleDigitizing rare and at-risk manuscripts
- check_circleTraining sovereign LoRA models for specific tribes
- check_circleCompensating cultural elders for Reinforcement Learning with Human Feedback (RLHF)
- check_circleHosting secure, semantic heritage libraries
- check_circleFunds travels to collate ground truth
Secure payments processed by Stripe.
We accept all major cards globally. Your bank will automatically convert USD to your local currency.
Become a Participant
Join the inner circle of patrons.
The Path to Redemption
Collection
Gathering raw oral histories and artifacts.
Cleaning
The Annotation Corps removes colonial bias.
Training
Fine-tuning and release of the Truth Model.