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Dodac funkcje ktora pobiera dane z formularza i dodaje je do listy obiektow
Problem
Users frequently need to compare multiple documents — contracts, policies, research papers — but the current chat only
retrieves from all documents as one pool. There s no way to explicitly compare ...
enhancement
Tarefas:
- [ ] Desenvolver um app baseado em HTML5 Canvas reproduzindo as ferramentas básicas de desenho do clássico MS Paint.
feat
Problem
When the chatbot answers a question, users have no way to verify which document the answer came from or where in that
document. This is a trust and accuracy problem — especially critical for legal, ...
enhancement
high-priority
When one applies half damage and it gets absorbed by a force field, it isn t actually rounded down like it is with HP.
It leads to x.5 badge values, which isn t crucial, but may result in some inaccurate ...
Enterprises increasingly use LLM-generated synthetic data to retrain downstream models, but iterative training on
model-generated data causes model collapse — progressive loss of distributional diversity ...
data-quality
model-collapse
research
Context
lessonweaver currently focuses on turning agent failures into reviewed skills and instruction exports. For deployed AI
agents, the same idea can become an operational improvement loop driven by ...
Problem
Generating large batches (e.g. 500 rows of PII data) can take several minutes. The current API returns only when all
rows are done — users have no feedback and don t know if it s working.
Proposed ...
enhancement
Generating synthetic enterprise text (contracts, support tickets, compliance reports) for LLM fine-tuning requires
domain fidelity beyond surface BLEU/METEOR scores — models fine-tuned on low-fidelity ...
fine-tuning
research
synthetic-text
Mentorship information is simply reflected in the admin view at the moment. Eventually, we should have some more useful
function to mentorship submissions, such as matching mentors and mentees.

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