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Platform Changelog

What's New in Erudogix

Track the latest features, architectural upgrades, and algorithmic developments deployed across the Erudogix platform.

v1.4.0
June 2025
Feature Release

Interactive Feedback Widget & Results Telemetry

We released the interactive student feedback workflow for completed requests.

  • Interactive Star Ratings (1-5) and detailed text feedback logs.
  • Marks section supporting score entries out of 100.
  • Optional grades certificate/screenshot upload with view thumbnail links.
  • Auto-collapsible widget on submit with full edit capabilities at any time.
v1.3.0
June 2025
System Update

Integer-Flooring GBP Conversion Engine

Support for dynamic local pricing calculations in GBP, USD, and EUR.

  • Academic Support standard base quote set at £6 GBP per page (10 pages default = £60 base).
  • Real-time currency exchange conversions using integer flooring (Math.floor) with zero decimals.
  • GBP (£) symbol support correctly integrated across all user dashboards.
v1.2.0
June 2025
AI Optimization

Small Language Model Weights Tuning Diagnostics

Full casing and user interfaces tracking model fine-tuning progress.

  • SFT (Supervised Fine-Tuning) and DPO (Direct Preference Optimization) parameters telemetry.
  • Quantizations monitoring tracking offline data residency compliance.
  • Embedded interactive network node diagram visuals showing optimizer weights metrics.
v1.1.0
June 2025
Security Upgrade

Document Upload Restraints & Chat Integration

Refining security policies for course support document intakes.

  • Restricting initial context uploads to 5 documents per student request.
  • Integrated chat-based uploads allowing specialists to deliver tutoring reports directly in thread.
  • Tutor override control allowing extra uploads on a per-request basis.
Core Utility Deck

Interactive Developer Toolkits

Explore the underlying software packages, scanning pipelines, and computational calculators executing behind the Erudogix dashboard API framework.

Integrity Compliance Scanner

Simulate scanning academic documents for structural alignment, source citations density, and integrity check verification.

Sub-Engine Modules:

Auto citation validation checksCompliance density rating mappingIntegrity validation output streams
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Integrity Compliance Scanner

Simulate scanning academic documents for structural alignment, source citations density, and integrity check verification.

CORE ENGINE LAYERtool-1

SLM Parameter Quantizer

Simulate training and caching small model weights with supervised fine-tuning configurations and direct preferences.

CORE ENGINE LAYERtool-2

Integer GBP Cost Calculator

Compute standard tutoring packages dynamically using integer flooring algorithms for rounded rates.

CORE ENGINE LAYERtool-3

Study Roadmap Compiler

Synthesize complete academic guidelines, key checkpoints, and study timeline progress grids automatically.

CORE ENGINE LAYERtool-4

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Log in to access your custom student worksheets or coordinate fine-tuning alignment tasks.