UniFarm

In the early days of crypto assets, there were only a few ways to make gains. One way was trading. The other way was to simply hold onto the assets, in the hope their price would rise to an unexpectedly high rate. 

5 Upcoming DeFi Projects in 2021: A Review

Adaptive quantization for ViTs: IGQ-ViT improves accuracy by handling channel and token scale variations with smarter grouping.

Why Uniform Quantizers Break ViTs

This article discusses the puzzling observation that the Galactic tadpole remains a distinct, spatially uniform feature in maps of derotated polarization angle.

Evidence of Faraday Complexity: Polarization Angle Uniformity Suggests Multiple Features

When When to use Apache Xtable or Delta Lake Uniform for Data Lakehouse Interoperability

When to use Apache Xtable or Delta Lake Uniform for Data Lakehouse Interoperability

This evaluation explores promptable segmentation using uniform point grids and ground-truth bounding boxes across various datasets. 

Evaluating Promptable Segmentation with Uniform Point Grids and Bounding Boxes on Diverse Datasets

Delve into a detailed statistical evaluation of cryptosystems used in real-time video encryption.

Statistical Assessment of Cryptosystems for Image Uniformity, Correlation, and Randomness

Discover a simplified method for efficiently determining the spectrum of irregularly sampled data, revolutionizing remote sensor data analysis. 

Solving the Interpolative Inverse Non-Uniform Fast Fourier Transform Problem for Spectral Analysis

Conformal inference is a fundamental and versatile tool that provides distribution-free guarantees for many machine learning tasks. 

Transductive Conformal Inference With Adaptive Scores: Uniform FDP Bound for AdaDetect

Agentic AI replaces passive chatbots with goal-driven agents; MCP standardizes tools, enabling safe, scalable human-AI collaboration.

MCP Explained: The Protocol That Unblocked Real AI Agent Ecosystems

Trust is not a single attitude. It can reflect confidence in technical performance, tolerance of risk, resignation to inevitability, or simple habit.

In AI We Trust

Learn how to benchmark PyTorch and CUDA code correctly. A practical guide to measuring GPU performance using CUDA events.

What Really Determines the Speed of Your PyTorch Code?

A deep architectural comparison of MongoDB and ScyllaDB, revealing why their designs lead to very different performance and scalability.

MongoDB vs ScyllaDB: Architecture Comparison

Stop letting AI write raw JavaScript. Learn how declarative 'Data as UI' models and sandboxed JSON formats create safer, maintainable AI-generated interfaces.

How to Build an AI Generated Calculator Without Custom JavaScript

Decentralized validator infrastructure is critical for institutions, offering resilience, auditability, and fault-tolerant Proof-of-Stake operations.

Why Decentralized Validator Infrastructure Is Critical for Institutional Staking

The certification validates that Halo Security's security controls are not only properly designed but also operate effectively and consistently over time.

Halo Security Achieves SOC 2 Type II Compliance, Demonstrating Sustained Security Excellence

How execution-focused leadership enabled successful business expansion in LATAM and Dubai through localized teams, cultural alignment, and trust.

The Leadership Strategies That Drove Business Growth in LATAM and Dubai

How does SeaTunnel Zeta handle 10k+ tasks?

A Deep Dive Into SeaTunnel Metadata Caching

A 12B parameter transformer trained on 250M image-text pairs generates high-quality, zero-shot images and emerging image-to-image capabilities.

DALL·E Research Paper: High Quality Image Generation Without Using Any of the Training Labels

Master Apache DolphinScheduler Email alerts! 

Apache DolphinScheduler Email Alert Setup Guide for Enterprise Needs

Explore why IQ tests are trainable proxies, how mass schooling was designed for obedience, and why the real test of intelligence is simply getting what you want

Mass Schooling Invented “Smart” and “Dumb”: Here's How It Happened

Even solo engineers, who once had a free pass, must now contend with the inconsistency of AI-generated documentation. 

A Practical Framework for Consistent Repository Documentation

Build intelligent load balancing on GCP for Python microservices using GKE, NEGs, readiness probes, autoscaling, and observability to cut failures.

How to Build a Cloud-Native SaaS Backend on GCP

Stop treating API design like a plumbing task. Use this system prompt to enforce Richardson Maturity Model Level 3 and build endpoints that actually scale.

The "API First" Illusion: Why Your "Simple" Endpoints Turn Into Technical Debt (And How to Fix It)

Controlled experiment compares perceived vs actual defect-detection effectiveness across testing and code reading, measuring mismatch cost and project loss.

Why We Misjudge Our Own Effectiveness at Finding Software Bugs

UniFarm is an innovative staking solution that brings together top DeFi projects and creates a high-performing group farm for them

UNIFARM

unifarm.co

Since 2020

UniFarm's stories on HackerNoon

5 Upcoming DeFi Projects in 2021: A Review

Why Uniform Quantizers Break ViTs

Evidence of Faraday Complexity: Polarization Angle Uniformity Suggests Multiple Features

When to use Apache Xtable or Delta Lake Uniform for Data Lakehouse Interoperability

Evaluating Promptable Segmentation with Uniform Point Grids and Bounding Boxes on Diverse Datasets

Statistical Assessment of Cryptosystems for Image Uniformity, Correlation, and Randomness

Solving the Interpolative Inverse Non-Uniform Fast Fourier Transform Problem for Spectral Analysis

Transductive Conformal Inference With Adaptive Scores: Uniform FDP Bound for AdaDetect

MCP Explained: The Protocol That Unblocked Real AI Agent Ecosystems

In AI We Trust

What Really Determines the Speed of Your PyTorch Code?

MongoDB vs ScyllaDB: Architecture Comparison

How to Build an AI Generated Calculator Without Custom JavaScript

Why Decentralized Validator Infrastructure Is Critical for Institutional Staking

Halo Security Achieves SOC 2 Type II Compliance, Demonstrating Sustained Security Excellence

The Leadership Strategies That Drove Business Growth in LATAM and Dubai

A Deep Dive Into SeaTunnel Metadata Caching

DALL·E Research Paper: High Quality Image Generation Without Using Any of the Training Labels

Apache DolphinScheduler Email Alert Setup Guide for Enterprise Needs

Mass Schooling Invented “Smart” and “Dumb”: Here's How It Happened

A Practical Framework for Consistent Repository Documentation

How to Build a Cloud-Native SaaS Backend on GCP

The "API First" Illusion: Why Your "Simple" Endpoints Turn Into Technical Debt (And How to Fix It)

Why We Misjudge Our Own Effectiveness at Finding Software Bugs

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