Model:
Mode:
FTNS: 1500 / 5000
Cost: $35.10 USD Connecting...

AI responses will appear here...

PRSM is thinking...
Upload File(s) from Computer Upload File(s) from My Files

#### AI Task Management

##### Task Overview

12 Active Tasks
7 AI Suggested
3 Due Today
47 Completed

##### AI Task Assistant

PRSM Task AI Ready to help optimize your workflow
I noticed you have research papers to review. Should I create a structured analysis template?
Your experiment results deadline is in 2 days. I can help prioritize related tasks.

##### Active Projects

###### Quantum ML Research

In Progress
67%
8 tasks Due: Dec 15
JS
ML
+2

###### Data Pipeline Optimization

Planning
23%
12 tasks Due: Jan 30
AB
CD
Create New Project

##### Task Categories

All Tasks
12
Research
4
Analysis
3
Coding
5

##### Current Tasks

Review quantum computing research paper draft
Quantum ML Research Due: Today High Priority AI Suggested
Upload experiment results to shared drive
Quantum ML Research Due: Tomorrow Medium Priority
Schedule team sync meeting for next sprint
Data Pipeline Optimization Due: Dec 20 Low Priority AI Suggested
Set up development environment for new pipeline
Data Pipeline Optimization Completed: Yesterday

##### Task Templates

###### Research Workflow

Complete research project template with literature review, hypothesis, and analysis steps

8 tasks

###### Data Analysis Pipeline

End-to-end data analysis workflow from collection to visualization

6 tasks

###### ML Experiment

Machine learning experiment setup, training, and evaluation workflow

10 tasks

#### Information Space Explorer

##### Research Subject

Quick Presets:

##### Knowledge Graph

View Mode:
Focus Area:
Atomically Precise Manufacturing
Core Subject
Molecular Assembly
High Opportunity
Scanning Probe Techniques
Medium Complexity
Quantum Control Systems
High Complexity
AI-Driven Materials Discovery
Emerging Field
Surface Chemistry
Established Field
Computational Modeling
Medium Opportunity

##### Research Opportunities

###### Molecular Assembly Automation

Opportunity Score: 8.7/10

High potential for breakthrough in automated molecular manipulation using AI-guided robotic systems.

Feasibility:
75%
Impact:
95%

###### Quantum-Enhanced Precision Control

Opportunity Score: 6.4/10

Integration of quantum sensing with precision manufacturing could enable atomic-level accuracy.

Feasibility:
45%
Impact:
85%

###### AI-Designed Molecular Tools

Opportunity Score: 7.2/10

Machine learning approaches to design novel molecular machines for manufacturing applications.

Feasibility:
65%
Impact:
80%

##### Research Path Generator

From:
To:

###### Phase 1: Foundation (1-2 years)

Develop advanced scanning probe techniques with molecular precision positioning

Materials Science Instrumentation

###### Phase 2: Integration (2-4 years)

Combine quantum control systems with AI-guided molecular manipulation

Quantum Physics Machine Learning

###### Phase 3: Scale-up (4-8 years)

Develop automated molecular assembly systems for practical manufacturing

Automation Process Engineering

##### Knowledge Gaps & Challenges

###### Technical Challenges

Critical Thermal motion effects at molecular scale High Priority
Major Error correction in molecular assembly Medium Priority
Moderate Scalable parallelization methods Medium Priority

###### Experimental Limitations

Major In-situ characterization of assembly processes High Priority
Moderate High-throughput molecular positioning Low Priority

###### Computational Bottlenecks

Critical Real-time quantum mechanical calculations High Priority
Major Multi-scale modeling integration Medium Priority

#### My Files

##### Cloud Storage Connections

Google Drive
Not Connected

Access your Google Drive files and folders

- • Real-time sync
- • Shared document collaboration
- • 15GB free storage

OneDrive
Connected

Microsoft OneDrive integration

- • Office 365 integration
- • Enterprise security
- • 5GB free storage

Box
Not Connected

Enterprise file sharing and collaboration

- • Advanced security controls
- • Workflow automation
- • 10GB free storage

Dropbox
Not Connected

Simple file storage and sharing

- • Easy file sharing
- • Version history
- • 2GB free storage

##### File Browser

/ My Files
Project Alpha Local 2 days ago
analysis.ipynb OneDrive 1 hour ago
dataset.csv Local 3 days ago

##### Storage Overview

2.4 GB / 15 GB used
PRSM Local
1.2 GB
OneDrive
1.2 GB

#### Platform Integrations

##### Connected Platforms

GitHub Not Connected
Hugging Face Not Connected
Ollama (Local) Available

##### Search External Content

##### Import History

0 imports total

No imports yet. Start by searching and importing content from connected platforms.

##### System Health

Unknown Overall Status
0/0 Connectors Healthy
0 Active Imports

#### PRSM AI Marketplace

8,847 Total Assets
9 Asset Types
15,293 Active Creators
₦ 2.4M FTNS Traded
1,247 Today's Sales

##### Asset Categories

###### AI Models

2,847

Language models, fine-tuned models, multimodal AI

###### Datasets

1,523

Training data, benchmarks, research datasets

###### AI Agents

892

Autonomous agents, workflows, automation

###### MCP Tools

1,247

Model Context Protocol tools, integrations

###### Compute

456

GPU clusters, TPUs, computational infrastructure

###### Knowledge

734

Knowledge graphs, ontologies, semantic data

###### Evaluation

298

Benchmarking, safety testing, performance evaluation

###### Training

412

Fine-tuning, distillation, optimization services

###### Safety Tools

438

Alignment, bias detection, safety validation

###### Data Work

2,847

Annotation, labeling, transcription, human intelligence tasks

###### APIs & Integrations

1,156

Third-party APIs, webhooks, service integrations

###### Monitoring & Analytics

892

Performance monitoring, metrics, analytics dashboards

##### AI Model Discovery

Verified Only Featured
Featured
✓ Verified

###### GPT-4 Turbo Enhanced

by OpenAI Community

★★★★★ (1,247 reviews)

Advanced language model with enhanced reasoning and 128K context window. Optimized for complex problem-solving.

Language Model 128K Context Reasoning
₦ 85 / 1K tokens
12.4K uses today
Community

###### CodeWizard-34B

by @dev_genius

★★★★☆ (623 reviews)

Specialized code generation model trained on 100+ programming languages. Excellent for complex algorithms.

Code Generation Multi-Language 34B Params
₦ 45 / request
3.2K uses today
Premium
✓ Verified

###### Claude-3.5 Sonnet

by Anthropic

★★★★★ (3,456 reviews)

Advanced reasoning model with superior code understanding and mathematical capabilities.

Reasoning Code Expert Math
₦ 95 / 1K tokens
8.9K uses today
Free

###### Llama 2 Chat

by Meta

★★★★☆ (2,156 reviews)

Open-source conversational AI model. Great for general chat and basic reasoning tasks.

Open Source Conversational 70B Params
Free community supported
25.7K uses today
Enterprise
✓ Verified

###### Gemini Pro Advanced

by Google DeepMind

★★★★★ (1,892 reviews)

Multimodal AI with advanced reasoning, image analysis, and code generation capabilities.

Multimodal Vision Code Gen
₦ 78 / 1K tokens
6.1K uses today
Community
Fast

###### Mixtral 8x7B

by Mistral AI

★★★★☆ (987 reviews)

High-performance mixture of experts model with excellent multilingual capabilities.

Mixture of Experts Multilingual Open Source
₦ 32 / 1K tokens
11.3K uses today
Premium
✓ Verified

###### Claude-3.5 Sonnet

by Anthropic

★★★★★ (2,156 reviews)

Constitutional AI model with strong reasoning and ethical alignment. Excels at analysis and writing tasks.

Constitutional AI Reasoning 200K Context
₦ 120 / 1K tokens
8.7K uses today
Featured

###### DALL-E 3 Enhanced

by OpenAI Labs

★★★★☆ (1,834 reviews)

State-of-the-art image generation with improved prompt adherence and artistic style control.

Image Generation Artistic High Resolution
₦ 200 / image
5.1K uses today
Community

###### LlamaCode-70B

by Meta Research

★★★★☆ (987 reviews)

Open-source code-specialized model with excellent performance on programming benchmarks.

Open Source Code Specialization 70B Parameters
₦ 35 / request
4.3K uses today
Enterprise
✓ Verified

###### Gemini Pro Ultra

by Google DeepMind

★★★★★ (1,567 reviews)

Multimodal AI with advanced reasoning across text, code, audio, image, and video understanding.

Multimodal Enterprise 1M Context
₦ 150 / 1K tokens
6.8K uses today
Community

###### Mistral-7B Instruct

by Mistral AI

★★★★☆ (743 reviews)

Efficient 7B parameter instruction-following model with excellent reasoning capabilities.

Instruction Following Efficient 7B Parameters
₦ 30 / 1K tokens
2.1K uses today
Premium

###### Claude-3.5 Sonnet

by Anthropic

★★★★★ (3,456 reviews)

Advanced reasoning model with superior code understanding and mathematical capabilities.

Reasoning Code Expert Math
₦ 95 / 1K tokens
8.9K uses today
Community
Fast

###### Gemma-2-9B

by Google

★★★★☆ (1,789 reviews)

Efficient open-source model optimized for instruction following and creative tasks.

Open Source Instruction Creative
₦ 12 / 1K tokens
15.2K uses today
Dataset
✓ Verified

###### Scientific Papers Corpus

by ArXiv Collective

★★★★★ (423 reviews)

2.1M scientific papers from physics, chemistry, and biology with metadata and abstracts.

Training Data Scientific 2.1M Records
₦ 89 / download
156 downloads
AI Agent
Featured

###### Research Assistant Pro

by AutoResearch Labs

★★★★★ (678 reviews)

Autonomous research agent that can search papers, summarize findings, and generate insights.

Research Multi-step Autonomous
₦ 2.50 / task
1.2K tasks today
MCP Tool
Free

###### PDF Data Extractor

by DataTools Inc

★★★★☆ (892 reviews)

Extract structured data from PDF documents with tables, forms, and text recognition.

PDF Processing OCR Data Extraction
Free open source
8.9K uses today
Compute
Premium

###### A100 GPU Cluster

by CloudCompute Pro

★★★★★ (234 reviews)

8x NVIDIA A100 80GB cluster with high-speed interconnect for large model training.

8x A100 640GB VRAM Training
₦ 45.00 / hour
92% uptime
Safety Tool
✓ Verified

###### Bias Detection Suite

by FairAI Labs

★★★★★ (567 reviews)

Comprehensive bias detection and fairness testing for AI models across protected attributes.

Bias Detection Fairness Compliance
₦ 15.00 / scan
445 scans today
Knowledge Graph
Featured

###### Medical Knowledge Graph

by HealthTech AI

★★★★★ (892 reviews)

Comprehensive medical knowledge graph with drug interactions, diseases, and treatment protocols.

Medical Knowledge Graph Healthcare
Ontology
Free

###### Scientific Concepts Ontology

by Research Commons

★★★★☆ (423 reviews)

Structured ontology of scientific concepts across physics, chemistry, and biology domains.

Science Ontology Research
Benchmark
Premium

###### LLM Performance Benchmark

by EvalTech Labs

★★★★★ (1,234 reviews)

Comprehensive benchmarking suite for language models across reasoning, coding, and safety metrics.

Benchmarking Language Models Performance
Safety Test
✓ Verified

###### AI Safety Evaluation Suite

by SafeAI Institute

★★★★★ (678 reviews)

Rigorous safety testing for AI models including alignment, robustness, and ethical compliance.

Safety Alignment Ethics
Fine-tuning
Premium

###### Custom Model Fine-tuning

by TrainAI Pro

★★★★★ (956 reviews)

Professional fine-tuning service for custom domain adaptation with enterprise-grade infrastructure.

Fine-tuning Custom Enterprise
Distillation
Featured

###### Model Distillation Service

by CompressAI Labs

★★★★☆ (432 reviews)

Automated model distillation to create smaller, faster models while maintaining performance.

Distillation Compression Optimization
Image Annotation
Featured

###### Medical Image Labeling

by MedTech Research

★★★★★ (1,247 reviews)

Annotate chest X-rays for COVID-19 detection. Medical background preferred. 5-day deadline.

Medical 1000 Images 3,500 FTNS
Text Labeling
Urgent

###### Sentiment Analysis Labeling

by SocialMedia Analytics

★★★★☆ (823 reviews)

Classify 5,000 customer reviews as positive, negative, or neutral for sentiment analysis model.

Sentiment 5000 Texts 2,200 FTNS
Audio Transcription
✓ Verified

###### Podcast Transcription Project

by Audio Content Labs

★★★★★ (567 transcribers)

Transcribe 200 hours of educational podcasts with speaker identification and timestamps.

Podcasts 200 Hours 4,800 FTNS
Data Cleaning
Community

###### Financial Data Verification

by FinData Solutions

★★★★☆ (234 workers)

Verify and clean financial transaction data for accuracy and completeness checks.

Financial 10K Records 1,800 FTNS
Content Moderation
Fast

###### Social Media Content Review

by SafeSpace Moderation

★★★★☆ (1,345 moderators)

Review and classify social media posts for policy violations and safety concerns.

Social Media 8000 Posts 2,900 FTNS
Survey Response
Popular

###### Market Research Survey

by InsightMarket Research

★★★★★ (2,156 respondents)

Complete consumer preference survey about AI tools usage in workplace environments.

Market Research 15 Minutes 650 FTNS
Research Paper
Featured

###### Transformer Architecture Deep Dive

by AI Research Institute

★★★★★ (2,341 citations)

Comprehensive analysis of transformer architectures with implementation guidelines and optimization techniques.

Transformers Deep Learning Free Access
Tutorial
Premium

###### LLM Fine-tuning Masterclass

by ML Experts

★★★★★ (1,847 students)

Step-by-step guide to fine-tuning large language models with practical examples and code.

Fine-tuning Hands-on 150 FTNS
Best Practices
Enterprise

###### AI Development Best Practices Guide

by Enterprise AI Consortium

★★★★★ (1,156 teams)

Comprehensive guide covering MLOps, model governance, and ethical AI development practices.

MLOps Governance Ethics
Model Evaluation
Verified

###### Comprehensive LLM Assessment

by EvalTech Solutions

★★★★★ (567 evaluations)

Complete evaluation suite including bias detection, performance metrics, and safety assessment.

Comprehensive Safety 800 FTNS
Benchmark Testing
Fast

###### GLUE Benchmark Suite

by BenchmarkPro

★★★★☆ (423 tests)

Standard GLUE benchmark testing with detailed performance analysis and comparison reports.

GLUE Standard 250 FTNS
A/B Testing
Community

###### Model A/B Testing Platform

by TestAI Labs

★★★★☆ (789 experiments)

Statistical A/B testing framework for comparing model performance with confidence intervals.

A/B Testing Statistical 180 FTNS
Custom Training
Enterprise

###### Domain-Specific Model Training

by AI Training Solutions

★★★★★ (234 projects)

Custom model training from scratch for specialized domains with expert consultation and support.

Custom Expert Support 5,000+ FTNS
₦ 15,000 / project
23 active projects
Fine-tuning
Popular

###### GPT Fine-tuning Service

by FineTune Experts

★★★★☆ (1,156 fine-tunes)

Professional fine-tuning service for GPT models with your data, includes optimization and deployment.

GPT Quick Turnaround 1,200 FTNS
₦ 1,200 / fine-tune
87 completed today
Distributed Training
Fast

###### Multi-GPU Training Cluster

by CloudTrain AI

★★★★★ (567 trainings)

High-performance distributed training across multiple GPUs for large-scale model development.

Multi-GPU Scalable 3,500 FTNS
₦ 3,500 / training job
12 jobs running
Transfer Learning
✓ Verified

###### Pre-trained Model Adaptation

by TransferAI Hub

★★★★☆ (892 adaptations)

Adapt pre-trained models to your specific use case with minimal data and training time.

Transfer Learning Quick Setup 800 FTNS
₦ 800 / adaptation
34 completed today
Training Data
Featured

###### MultiLingual Text Corpus

by Global Language Lab

★★★★★ (1,234 downloads)

Comprehensive text dataset covering 50+ languages with 10M+ sentences for language model training.

Multi-language 10M+ Samples Clean Data
₦ 2,500 / dataset
456 downloads
Image Data
✓ Verified

###### Medical Imaging Dataset

by HealthTech Research

★★★★☆ (567 citations)

Annotated medical images for diagnostic AI training with privacy-compliant data collection.

Medical 50K Images Annotated
₦ 8,500 / dataset
123 research uses
Audio Data
Premium

###### Speech Recognition Corpus

by AudioNet Labs

★★★★★ (789 projects)

High-quality speech recordings in multiple accents and languages for ASR model development.

Speech Multi-accent 1000+ Hours
₦ 5,200 / dataset
234 active uses
Benchmark
Community

###### Code Generation Benchmark

by DevEval Collective

★★★★☆ (345 evaluations)

Standardized benchmark for evaluating code generation models across programming languages.

Code Eval Multi-language Open Source
Free / usage
1.2K evaluations
Synthetic Data
Fast

###### Synthetic Tabular Generator

by DataSynth AI

★★★☆☆ (234 generations)

Generate privacy-preserving synthetic tabular data that maintains statistical properties.

Synthetic Privacy Safe Custom Size
₦ 120 / 1K rows
89 generations today
Research Agent
Featured

###### Scientific Research Assistant

by Research Labs AI

★★★★★ (892 researchers)

Autonomous agent that conducts literature reviews, data analysis, and hypothesis generation.

Literature Review Data Analysis Autonomous
₦ 2,500 / research task
234 tasks completed
Code Agent
Popular

###### Full-Stack Developer Bot

by CodeCraft AI

★★★★☆ (1,567 developers)

AI agent that builds complete applications from requirements to deployment with testing.

Full-Stack Auto-Deploy Testing
₦ 5,000 / application
123 apps built today
Trading Agent
Enterprise

###### Algorithmic Trading Agent

by QuantAI Systems

★★★★★ (67 hedge funds)

Sophisticated trading agent with risk management and multi-asset strategy execution.

Algorithmic Risk Management Multi-asset
₦ 50,000 / month
$2.3M AUM managed
Customer Service
✓ Verified

###### Multilingual Support Agent

by ServiceBot Pro

★★★★☆ (2,345 businesses)

24/7 customer support agent with natural conversation and escalation handling.

24/7 Support 50+ Languages Escalation
₦ 800 / month
12K conversations today
Data Analysis
Fast

###### Business Intelligence Agent

by AnalyticsAI Hub

★★★★★ (1,234 analysts)

Automated data analysis with insights generation and visualization creation.

Auto-analysis Visualizations Insights
₦ 1,800 / analysis
456 reports generated
Data Processing
Featured

###### Advanced CSV Processor

by DataFlow MCP

★★★★★ (3,456 uses)

High-performance CSV processing with data validation, transformation, and cleaning capabilities.

CSV Processing Data Cleaning Fast
₦ 25 / 1M rows
1.2K uses today
API Integration
Popular

###### REST API Connector

by API Bridge Tools

★★★★☆ (2,789 integrations)

Universal REST API connector with authentication, rate limiting, and error handling.

REST APIs Authentication Rate Limiting
₦ 150 / month
567 active APIs
Web Scraping
✓ Verified

###### Smart Web Scraper

by WebHarvest MCP

★★★★★ (1,234 scrapers)

Intelligent web scraping with anti-detection, dynamic content handling, and structured output.

Anti-detection Dynamic Content Structured Output
₦ 75 / 1K pages
456 scrapers running
File Operations
Community

###### Cloud File Manager

by FileOps Community

★★★☆☆ (891 users)

Multi-cloud file operations with sync, backup, and batch processing capabilities.

Multi-cloud Batch Operations Sync
₦ 200 / month
234 TB processed
Database Tools
Enterprise

###### Universal DB Connector

by DatabasePro MCP

★★★★★ (567 enterprises)

Connect to any database with query optimization, connection pooling, and security features.

Multi-DB Connection Pooling Security
₦ 1,500 / month
89 DB connections
GPU Cluster
Featured

###### H100 GPU Cluster

by CloudCompute Pro

★★★★★ (234 researchers)

8x NVIDIA H100 cluster optimized for large-scale model training and inference.

8x H100 640GB VRAM NVLink
₦ 850 / hour
89% utilization
TPU Access
Enterprise

###### Google TPU v4 Pods

by TPU Cloud Services

★★★★☆ (89 enterprises)

Massive-scale TPU pods for transformer training with optimized software stack.

TPU v4 Massive Scale Transformer Optimized
₦ 1,200 / hour
67% reserved
CPU Farm
✓ Verified

###### High-Memory CPU Cluster

by CPU Farms Inc

★★★★☆ (456 jobs)

1TB RAM per node CPU cluster for large dataset processing and traditional ML workloads.

1TB RAM/node 64 Cores Fast Storage
₦ 120 / hour
234 cores available
Edge Computing
Fast

###### Global Edge Network

by EdgeTech Solutions

★★★★★ (1,234 deployments)

Low-latency edge computing with 200+ global locations for real-time inference.

200+ Locations Low Latency Real-time
₦ 45 / hour
12ms avg latency
Quantum Computing
Premium

###### Quantum Advantage System

by QuantumCloud Labs

★★★★☆ (23 research teams)

127-qubit quantum processor for optimization and quantum machine learning research.

127 Qubits Optimization QML
₦ 2,500 / hour
12 queued jobs
Content Filtering
Featured

###### Advanced Content Filter

by SafeAI Systems

★★★★★ (2,345 implementations)

Multi-modal content filtering with real-time detection of harmful content across text, images, and audio.

Multi-modal Real-time 99.7% Accuracy
₦ 2 / 1K checks
5.6M checks today
Bias Detection
✓ Verified

###### Comprehensive Bias Scanner

by FairML Institute

★★★★★ (1,567 audits)

Detect and quantify bias across protected attributes with detailed reporting and mitigation suggestions.

Protected Attributes Detailed Reports Mitigation
₦ 450 / model scan
234 scans this week
Adversarial Defense
Enterprise

###### Robust Defense Suite

by SecureAI Defense

★★★★☆ (89 enterprises)

Comprehensive adversarial attack detection and defense for production AI systems.

Attack Detection Real-time Defense Production Ready
₦ 3,500 / month
12.3K attacks blocked
Privacy Protection
Popular

###### Differential Privacy Engine

by PrivacyTech Labs

★★★★★ (1,789 deployments)

Add differential privacy to any ML pipeline with configurable privacy budgets and noise mechanisms.

Differential Privacy Configurable ML Pipeline
₦ 850 / month
567 active pipelines
Alignment Testing
Fast

###### AI Alignment Validator

by AlignmentAI Research

★★★★☆ (345 validations)

Test AI model alignment with human values through systematic evaluation frameworks.

Value Alignment Human Values Systematic
₦ 1,200 / evaluation
89 evaluations completed
Payment API
Featured

###### Stripe Payment Gateway

by Stripe Inc

★★★★★ (15,678 integrations)

Complete payment processing with support for cards, wallets, and local payment methods.

Payment Processing Global Secure
₦ 45 / month
2.3M transactions/day
Social Media
✓ Verified

###### Twitter API Suite

by Twitter/X Corp

★★★★☆ (8,234 developers)

Access tweets, user data, and post content with comprehensive Twitter API integration.

Social Media Real-time Analytics
₦ 120 / month
1.2M API calls/day
Cloud Service
Enterprise

###### AWS Services Connector

by Amazon Web Services

★★★★★ (12,567 enterprises)

Unified connector for AWS S3, Lambda, RDS, and other cloud services integration.

Cloud Services Scalable Multi-service
₦ 200 / month
567 active connections
Webhook
Fast

###### Universal Webhook Handler

by WebHook Pro

★★★★☆ (3,456 webhooks)

Reliable webhook processing with automatic retries, filtering, and transformation.

Webhooks Auto-retry Filtering
₦ 25 / 1K events
890K events/day
Database
Community

###### MongoDB Connector Plus

by DataBridge Community

★★★★☆ (2,134 connections)

Advanced MongoDB integration with query optimization and real-time sync capabilities.

MongoDB Real-time Sync Optimized
₦ 80 / month
456 active DBs
Email Service
Popular

###### SendGrid Email API

by SendGrid Inc

★★★★★ (9,876 senders)

Reliable email delivery service with templates, analytics, and deliverability optimization.

Email Delivery Templates Analytics
₦ 35 / month
2.1M emails/day
Performance
Featured

###### AI Model Performance Monitor

by MonitorAI Labs

★★★★★ (4,567 models)

Real-time monitoring of AI model performance, accuracy drift, and resource utilization.

Model Monitoring Drift Detection Real-time
₦ 150 / month
1.2K models tracked
Analytics
Enterprise

###### Custom Analytics Dashboard

by DashBoard Pro

★★★★★ (2,345 dashboards)

Customizable analytics dashboards with drag-drop widgets and real-time data visualization.

Custom Dashboards Drag & Drop Visualization
₦ 250 / month
456 active dashboards
Alerting
Fast

###### Smart Alert System

by AlertTech Solutions

★★★★☆ (1,678 alerts)

Intelligent alerting with anomaly detection, escalation rules, and multi-channel notifications.

Smart Alerts Anomaly Detection Multi-channel
₦ 85 / month
890 alerts/day
Log Analysis
✓ Verified

###### Advanced Log Analyzer

by LogTech Systems

★★★★★ (3,234 systems)

AI-powered log analysis with pattern recognition, error detection, and performance insights.

Log Analysis Pattern Recognition AI-powered
₦ 120 / month
12GB logs/day
Usage Analytics
Popular

###### User Behavior Analytics

by BehaviorTrack Inc

★★★★☆ (5,678 apps)

Comprehensive user behavior tracking with conversion funnels and engagement metrics.

User Analytics Conversion Tracking Engagement
₦ 95 / month
2.3M events/day
Infrastructure
Community

###### Server Health Monitor

by InfraWatch Community

★★★★☆ (1,456 servers)

Real-time server monitoring with CPU, memory, disk, and network performance tracking.

Server Monitoring Resource Tracking Open Source
Free open source
789 servers monitored
Showing 4 of 2,847 models

##### Quick Actions

##### Trending Categories

🤖

###### Language Models

1,247 models

+12% this week
🎨

###### Image Generation

689 models

+8% this week
💻

###### Code Generation

523 models

+15% this week
🔬

###### Scientific

298 models

+22% this week

##### Global Data Work Hub

Connect companies with skilled global workers for AI data tasks. Fair wages, transparent pricing, and real-time currency conversion.

1,247 Active Jobs
15,892 Global Workers
2.4M FTNS Earned
89 Countries

###### Featured Data Work Jobs

Medical Image Annotation
3,500 FTNS
1,000 Images 5 days Expert Level
Annotate chest X-rays for COVID-19 detection model training. Medical background preferred.
Audio Transcription
1,200 FTNS
6 hours audio 3 days English
Transcribe academic interviews for research project. Native English speaker required.
Text Classification
2,100 FTNS
5,000 texts 4 days Sentiment
Classify customer reviews as positive, negative, or neutral for sentiment analysis model.

###### Worker Tools

###### SMS Job Alerts

Get notified of new jobs matching your criteria via SMS

###### Auto Translation

View job descriptions in your preferred language

###### Currency Converter

See payments in your local currency in real-time

###### Payment Protection

Guaranteed payment through FTNS escrow system

#### PRSM Model Lab

Create custom AI models through automated distillation. Upload your data, select a base model, and let PRSM create optimized models tailored to your specific needs.

24 Models Created
87% Avg Compression
94% Accuracy Retained

##### Create New Model

1

###### Select Base Model

Choose a foundation model from the marketplace

###### GPT-4 Turbo

175B parameters

General Purpose

Accuracy: 96% Speed: Fast

###### Claude-3.5 Sonnet

Unknown params

Reasoning

Accuracy: 97% Speed: Medium

###### CodeLlama-70B

70B parameters

Code Generation

Accuracy: 89% Speed: Fast
2

###### Upload Training Data

Provide the data for your specialized model

Upload Files
Cloud Storage
Database

###### Drop files here or click to browse

Supports CSV, JSON, JSONL, TXT, and ZIP files

###### Uploaded Files

loan_applications.csv 2.4 MB • 10,000 records
3

###### Configure Distillation

Define your model requirements and objectives

###### Model Objective

I have provided loan application data. I need a distilled model that can specialize in reviewing new loan applications and assigning each new loan application a score based on the likelihood of repayment. Please make the model as small as possible while still retaining a 95% accuracy rate.

###### Target Model Size

###### Minimum Accuracy

95%

###### Output Format

ONNX PyTorch TensorFlow CoreML

###### Deployment Target

4

###### Output & Sharing

Choose where to save and how to share your model

###### Save Location

Download to Computer

Save the model files locally

Cloud Storage

Save to AWS S3, Google Cloud, or Azure

PRSM Storage

Store in your PRSM workspace

###### Marketplace Sharing

Share on PRSM Marketplace

Make your model available to other users and earn provenance royalties

Model Name
License Type
Description
Royalty Rate
Category
Step 1 of 4
Estimated time: 15-30 minutes

##### Distillation in Progress

Creating your specialized model based on GPT-4 Turbo...

###### Data Processing

Analyzing and preparing your dataset

Complete

###### Model Distillation

Training specialized model from base model

67% complete

###### Validation

Testing model performance and accuracy

Pending

###### Export

Packaging and delivering your model

Pending

###### Current Progress

Training Loss: 0.0234
Validation Accuracy: 94.7%
Model Size: 847 MB
Compression Ratio: 89%

###### Estimated Completion

12 minutes remaining

##### Recent Models

###### Loan Risk Assessor v1.0

Financial risk assessment model

Created 2 days ago • 95.3% accuracy • 423 MB

###### Product Classifier

E-commerce product categorization

Created 1 week ago • 91.8% accuracy • 156 MB

###### Sentiment Analyzer Pro

Customer feedback sentiment analysis

Created 2 weeks ago • 89.2% accuracy • 298 MB

## FTNS Token Economy

##### Wallet Overview

Total Balance
1,847 FTNS
≈ $3,694.00 USD
Available
1,347 FTNS
+127 this week
Staked
500 FTNS
12.5% APY

##### Multi-Tier Staking

###### Bronze Tier

Min: 100 FTNS
5.0% APY
• Basic marketplace access • Community voting rights

###### Silver Tier

Min: 500 FTNS
8.5% APY
• Premium model access • Revenue sharing eligible

###### Gold Tier

Min: 1,000 FTNS
12.5% APY
• Early model access • Enhanced rewards

###### Platinum Tier

Min: 5,000 FTNS
18.0% APY
• Governance voting • Creator royalties

##### Revenue Streams

IPFS Hosting
+24 FTNS
this week
Active
Model Creation
+156 FTNS
this month
Active
Quality Reviews
+8 FTNS
this week
Active
Referral Bonus
+12 FTNS
this month
Active

##### Purchase FTNS

Fiat Currency
1 USD = 0.5 FTNS
Cryptocurrency
Live market rates

##### Sell FTNS

Available Balance: 42,750 FTNS
Current Rate: 1 FTNS = $0.0234 USD
Convert to Fiat
Fee: 2.5% + $0.50
Convert to Crypto
Fee: 1.5%
FTNS
$0.00
Fee: $0.00 Net: $0.00

##### Recent Transactions

Staking Reward
+2.4 FTNS
2 hours ago
Model Purchase
-85 FTNS
5 hours ago
Model Sale
+156 FTNS
1 day ago
Token Purchase
+500 FTNS
3 days ago

##### Governance Participation

847 Voting Power
500 Staked + 347 Available

###### Active Proposals

Marketplace Fee Reduction
2 days left
New Model Category Addition
5 days left

### Advanced Staking Management

##### Multi-Tier Staking

###### Bronze Tier

Min: 100 FTNS
5.0% APY
• Basic marketplace access • Standard support

###### Silver Tier

Min: 500 FTNS
8.5% APY
• Priority marketplace access • Advanced analytics • Governance voting rights

###### Gold Tier

Min: 2000 FTNS
12.5% APY
• VIP marketplace access • Premium support • Enhanced governance power • Revenue sharing bonus

##### Your Active Stakes

500 FTNS
Silver Tier
Staked 45 days ago
+18.75 FTNS earned
8.5% APY

### Budget Allocation Management

45,000
Available FTNS
+5% from last month
35,000
Allocated FTNS
78% of budget
5,000
Monthly Burn
+12% from last month
9
Months Runway
Healthy runway

### Current Allocation

100%

Allocated

### Adjust Allocation

Research & Development 40% (20,000 FTNS)
Marketing & Growth 30% (15,000 FTNS)
Operations 20% (10,000 FTNS)
Reserve Fund 10% (5,000 FTNS)

### Budget Tracking & Analysis

### Recent Expenses

AI Model Training Compute
Research • June 25, 2024
1,250 FTNS
Social Media Campaign
Marketing • June 24, 2024
850 FTNS
Server Infrastructure
Operations • June 23, 2024
650 FTNS

### Budget vs Actual

Research
Budget: 5,000 FTNS Actual: 3,750 FTNS
Marketing
Budget: 3,000 FTNS Actual: 2,550 FTNS
Operations
Budget: 2,000 FTNS Actual: 1,200 FTNS

### Budget Forecasting & Planning

### Scenario Planning

Conservative: 5% monthly growth, 18 months runway

### Budget Alerts

!
Marketing Budget Warning
Marketing spend is approaching 85% of monthly allocation
⚠
Research Overspend
Research category has exceeded budget by 12% this month

### Budget Optimization & Insights

### Cost Saving Opportunities

Optimize Compute Resources
Switch to spot instances for non-critical workloads
-450 FTNS/month
Bulk Purchase Discount
Purchase 6-month service contracts for better rates
-280 FTNS/month

### Cost Analysis

Cost per User Acquisition 125 FTNS
Average Monthly Burn Rate 5,200 FTNS
Efficiency Score 87%

### AI-Powered Recommendations

HIGH
Reallocate Marketing Budget
Analysis shows 23% better ROI by moving 500 FTNS from social media to content marketing
MED
Research Spending Pattern
Consider quarterly batching of compute-intensive tasks for 15% cost reduction

#### Analytics Dashboard

##### Overview

1,247 API Requests Today +12.3%
₦ 145.30 FTNS Spent -4.8%
2.4s Avg Response Time -8.2%
99.7% Success Rate +0.1%

##### Usage Analytics

###### API Usage Over Time

Mon Tue Wed Thu Fri Sat Sun

###### Usage by Model Type

GPT-4 Turbo 42%
524 requests
Claude 3 Opus 28%
349 requests
DALL-E 3 18%
224 requests
Other Models 12%
150 requests

##### Cost Analysis

###### This Month

₦ 2,847.50 -15% vs last month

###### Daily Average

₦ 91.85 ~₦ 2.76M annual rate

###### Budget Remaining

₦ 1,152.50

###### Cost Optimization Insights

Switch to smaller models for simple tasks

You could save ~₦ 380/month by using GPT-3.5 for basic queries

Batch similar requests

Combining related API calls could reduce costs by ₦ 125/month

##### Performance Metrics

###### Response Times

Good
95th 75th Median Avg

###### Error Rates

Excellent
Rate Limit Errors 0.1%
Timeout Errors 0.2%
Server Errors 0.0%

###### Token Efficiency

Good
Avg Input Tokens 1,247
Avg Output Tokens 892
Efficiency Score 8.4/10

##### Reports & Export

###### Weekly Usage Report

Detailed breakdown of API usage, costs, and performance metrics

###### Raw Analytics Data

Export raw usage data for custom analysis and reporting

###### Cost Optimization Report

Personalized recommendations to reduce costs and improve efficiency

###### Scheduled Reports

Monthly Cost Summary Every 1st of month

#### PRSM Research Lab

##### Research Dashboard

12 Active Projects 3 in peer review
847 Papers Analyzed 152 this month
34 Hypotheses Generated 8 validated
28 Collaborators Across 7 institutions

##### AI Literature Review

###### AI Analysis Summary

247 papers analyzed across 15 journals
12 key themes identified with cross-references
5 research gaps requiring investigation

###### Key Papers & Insights

###### Error correction thresholds for surface codes with edge correlated noise

Impact Score: 9.2/10

Authors: Chen, et al. (2024) • Journal: Nature Quantum Information

AI Summary: Breakthrough in quantum error correction showing 2.1% threshold improvement using machine learning optimization for surface code decoding in realistic noise environments.

Quantum Computing Error Correction Machine Learning

###### Scalable quantum error correction with superconducting qubits

Impact Score: 8.7/10

Authors: Rodriguez-Smith, et al. (2024) • Journal: Physical Review Letters

AI Summary: Demonstrates 127-qubit error correction protocol with 99.9% fidelity, establishing new benchmarks for fault-tolerant quantum computation scalability.

Superconducting Qubits Scalability Fault Tolerance

###### Identified Research Gaps

High Priority Limited research on error correction under correlated noise in 100+ qubit systems
Medium Priority Insufficient benchmarking of ML-based decoders across different hardware platforms

##### AI Hypothesis Generator

Research Domain:
Innovation Level:
Experimental Feasibility:
Novelty: 8.9/10 Feasibility: 6.7/10
Breakthrough Hypothesis

###### Quantum-Classical Hybrid Error Correction Using Neuromorphic Processing

Hypothesis: Implementing neuromorphic computing architectures as classical co-processors for quantum error correction could reduce decoding latency by 100x while maintaining 99.9% fidelity through bio-inspired parallel processing of syndrome data.

AI Rationale: Current literature shows quantum error correction bottlenecks in classical processing. Neuromorphic chips excel at pattern recognition and low-latency parallel processing - ideal for syndrome decoding.
Suggested Experiments:

- Benchmark Intel Loihi chips for surface code syndrome decoding
- Compare latency vs. traditional GPU-based decoders
- Test scalability with increasing qubit counts

Novelty: 7.4/10 Feasibility: 8.2/10
Significant Advancement

###### Adaptive Error Correction Thresholds Using Real-Time Noise Characterization

Hypothesis: Dynamically adjusting error correction thresholds based on real-time noise characterization could improve logical qubit performance by 40% compared to static threshold approaches.

AI Rationale: Recent papers show noise characteristics vary significantly over time. Machine learning could predict optimal thresholds dynamically.
Suggested Experiments:

- Implement real-time noise monitoring on existing quantum hardware
- Train ML models to predict optimal correction thresholds
- Compare performance against static threshold baselines

##### Experiment Design Assistant

1 Objective
2 Methodology
3 Resources
4 Analysis

###### Research Objective

###### AI Suggestions:

Characterize noise correlations in multi-qubit quantum systems
Compare performance of ML vs. traditional error decoders

###### Experimental Methodology

Experimental Approach:
Sample Size:
Controls:

###### Required Resources

###### Equipment

Quantum Computer Access High-Performance Computing Cluster Specialized Software Licenses

###### Personnel

Quantum Computing Expert Data Scientist Research Assistant

###### Timeline

Estimated Duration:

###### Analysis Plan

Statistical Methods:
Success Metrics:

###### Generated Experiment Plan

###### Abstract

This experiment aims to characterize noise correlations in multi-qubit quantum systems to improve error correction strategies. Using a controlled laboratory approach with 50-qubit quantum processors, we will measure cross-talk effects and temporal correlations under various operating conditions.

###### Methodology

- Systematic noise characterization using process tomography
- Correlation analysis across different qubit geometries
- Statistical validation using bootstrap resampling

##### Active Research Projects

Active

###### Quantum Error Correction Optimization

QEC-2024-001

Developing ML-enhanced error correction protocols for 100+ qubit systems with focus on correlated noise environments.

Progress
67%
Team: 5 researchers Due: March 2025
Planning

###### Neuromorphic Quantum Co-Processors

NQC-2024-002

Investigating neuromorphic computing architectures for real-time quantum error correction and syndrome decoding.

Progress
12%
Team: 3 researchers Proposal due: Feb 2025
Under Review

###### Adaptive Threshold Error Correction

ATE-2024-003

Real-time adaptation of error correction thresholds based on dynamic noise characterization and machine learning predictions.

Progress
89%
Team: 4 researchers Review: Jan 2025

#### PRSM Collaboration Hub

Real-time team collaboration and project management

##### general

8 members
Dr. Sarah Chen Today at 2:30 PM
Just finished reviewing the latest APM simulation results. The precision improvements are impressive! 📊
👍 3 🚀 2
Alex Rodriguez Today at 2:35 PM
Agreed! Should we schedule a team meeting to discuss the next phase? I've been working on the quantum control algorithms.
PRSM AI shared a file: apm_simulation_results_v2.pdf
Today at 2:40 PM
Dr. Maria Thompson Today at 2:45 PM
Perfect timing! I'm available Thursday 10 AM EST. Also, I've created a new task in our Kanban board for the ethics review process.
Complete APM simulation validation
Dr. Sarah Chen Due: Dec 15 High
Validate simulation results and prepare report for peer review
Ethics review documentation
Dr. Maria Thompson Due: Dec 20 Medium
Prepare comprehensive ethics review for APM research protocols
Update quantum control algorithms
Alex Rodriguez Completed: Dec 10 Low
Optimize quantum control algorithms for better precision

##### APM Development Project

###### To Do

3
High
Implement precision control system
Design and implement high-precision control mechanisms for molecular manipulation
Dec 18
Hardware Research
Medium
Literature review update
Update comprehensive literature review with latest APM research
Dec 22
Documentation
Low
Team retrospective planning
Plan quarterly team retrospective and improvement initiatives
Dec 30
Planning

###### In Progress

2
High
Simulation algorithm optimization
Optimize Monte Carlo simulation algorithms for better performance
65% Complete
Dec 16
Software Optimization
Medium
Safety protocol development
Develop comprehensive safety protocols for lab equipment
40% Complete
Dec 25
Safety Protocols

###### Review

1
Medium
Peer review preparation
Prepare research findings for peer review submission
Dec 14
Review Publication

###### Done

2
Low
Quantum algorithm implementation
Successfully implemented quantum control algorithms
Completed: Dec 10
Software Quantum
Medium
Initial research setup
Completed laboratory setup and equipment calibration
Completed: Dec 5
Setup Hardware
Research Papers
15 files
Simulation Data
8 files
Code Repository
23 files
APM_Overview_v3.pdf
2.4 MB • Dec 12
Ethics_Review_Draft.docx
1.8 MB • Dec 11
Experiment_Data.xlsx
4.2 MB • Dec 10
molecular_structure.png
856 KB • Dec 9
quantum_control.py
12 KB • Dec 8
team_meeting_120823.mp4
156 MB • Dec 8

#### PRSM Governance Hub

Democratic platform evolution through community participation

23
Active Proposals
+3 this week
1,247
Total Votes Cast
+156 this week
89%
Participation Rate
+5% vs last month
2.4M
FTNS Treasury
Available for allocation
#PRO-2024-001 Platform Active Voting

##### Implement Advanced Safety Circuit Breakers

Proposal to implement enhanced AI safety circuit breakers with automated response mechanisms for protecting against potential AI misalignment scenarios.

Dr. Sarah Chen Safety Research Lead
Voting Ends: Dec 20, 2024
Implementation: Q1 2025
For 892 votes (73%)
Against 331 votes (27%)
#PRO-2024-002 Economic Active Voting

##### Adjust FTNS Token Reward Distribution

Modify the current token reward distribution mechanism to increase incentives for model creators and reduce inflation pressure.

Marcus Chen Economics Advisor
Ends: Dec 25, 2024
58% For • 42% Against • 456 votes
#PRO-2024-003 Community Passed

##### Establish Community Code of Conduct

Create comprehensive community guidelines and enforcement mechanisms for maintaining healthy collaboration environment.

Anna Liu Community Manager
Executed: Dec 1, 2024
Final Result: 87% Approval (782 votes)

##### Active Voting Sessions

Your Voting Power: 1,250 FTNS
Quadratic Weight: 35.4 votes

###### Emergency Safety Protocol Activation

⚡ Urgent • Ends in 6 hours
76% participation

Emergency vote to activate enhanced safety protocols following detection of potential adversarial inputs in the system.

Allocate your voting power:
0 votes 0 votes 35 votes

###### Platform Fee Structure Adjustment

5 days remaining
43% participation

Proposal to reduce platform fees for small model creators while maintaining revenue for platform development.

Option A 62% support

Reduce fees to 1.5% for creators earning <$1000/month

Option B 38% support

Implement tiered structure: 1% (0-$500), 2% ($500-$2000), 2.5% ($2000+)

2,437,429 FTNS
≈ $243,743 USD
+12,450 FTNS this month

###### Fund Allocation

Development 40%
Safety Research 25%
Community Rewards 20%
Marketing & Growth 15%

###### Funding Proposals

###### Enhanced AI Safety Research Initiative

Requesting: 150,000 FTNS
Approved

Funding for 6-month research project on advanced AI alignment and safety protocols.

Dec 1 Proposal Submitted
Dec 8 Community Review
Dec 12 Approved (89% vote)
Dec 15 Funds Disbursed

###### Community Education Platform

Requesting: 75,000 FTNS
Under Review

Development of educational resources and tutorials for new PRSM users and developers.

67% approval (234 votes)

###### Governance Participation Analytics

###### Voter Participation

Last 30 days
Week 1 Week 2 Week 3 Week 4 Week 5
+34% increase in participation

###### Proposal Success Rate

This quarter
68% Passed
Passed (17)
Rejected (8)

###### Top Contributors

By proposal activity
Dr. Sarah Chen 5 proposals • 89% success
Marcus Chen 3 proposals • 67% success
Anna Liu 4 proposals • 75% success

###### Governance Health Metrics

92
Decentralization Score
Distribution of voting power
7.2
Anti-monopoly Index
Concentration prevention
89%
Active Participation
Community engagement

#### Participation Metrics

Voter Turnout 72.3%
Active Participants 1,847
Avg. Voting Power 49.2 FTNS

#### Proposal Performance

Pass Rate 68.4%
Avg. Discussion Time 5.3 days
Implementation Rate 91.2%

#### Treasury Metrics

Monthly Inflow 45,230 FTNS
Utilization Rate 23.7%
Reserve Ratio 76.3%

### Governance Health

92
Decentralization
Token distribution is well balanced
78
Participation
Good voter engagement
85
Transparency
Open processes and communication
65
Efficiency
Room for process improvement

### Anti-Monopoly Monitoring

0.23
Voting Power HHI
Top 5 holders 18.4%
Top 10 holders 31.7%
0.31
Proposal Creation
Unique proposers 127
Repeat proposers 23.6%

### Governance Actions

#### Settings

Manage your account, UI preferences, API keys, and privacy settings.

##### API Keys

OpenAI API Key:
Use for Mode:
Anthropic API Key:
Use for Mode:
Google Gemini API Key:
Use for Mode:

### Adjust FTNS Budget

Set your FTNS spending budget for this session. You can adjust this anytime.

#### Quick Select:

#### Custom Amount:

FTNS
Your FTNS Balance: 42,750 FTNS
Current FTNS Price: $0.0234
Budget USD Value: $117.00
FTNS Used This Session: 1,500 FTNS
Remaining After Budget: 37,750 FTNS

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