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

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

How mathematicians use equality conflicts with formal proof systems. This article explores why canonical isomorphisms break down in computer-checked maths. 

Grothendieck, Equality, and the Trouble with Formalising Mathematical Arguments

How to write the programming world’s equivalent of a detective story.

Why The Best Bug Hunts Read Like Detective Fiction (And How to Write Them)

How to exploit EIP-7702 delegation flaws: A deep dive into the Ethernaut Cashback challenge with bytecode hacks and storage attacks

Exploiting EIP-7702 Delegation in the Ethernaut Cashback Challenge — A Step-by-Step Writeup

Ultra charge AI native data pipelines with X times of performance boost by batching

Make Your Data Pipelines 5X Faster with Adaptive Batching

Logistics lacks a standard protocol for provider communication. A Model Context Protocol–style layer could be the missing infrastructure.

How a Standardized Logistics Context Protocol (LCP) Can Unlock AI's Full Potential in Supply Chain

IGQ-ViT delivers state-of-the-art low-bit quantization for ViTs, achieving strong accuracy on ImageNet and COCO with smarter group allocation.

Instance-Aware Grouped Quantization (IGQ-ViT) Sets New Benchmarks for ViT PTQ

A new PTQ method, IGQ-ViT, uses dynamic instance-aware grouping to quantize Vision Transformers efficiently without major accuracy loss.

Instance-Aware Group Quantization for Vision Transformers

What the Big Three Consultancies are Missing About AI (And the Code That Proves It)

As enterprises push deeper into AI-driven automation, distributed edge, and multi-cloud orchestration, container foundation becomes strategic, not tactical. 

Revolutionizing Edge Security: The GuardDog AI and Red Hat UBI Partnership

Turn slow TensorFlow into fast, portable graphs. Learn tf.function, AutoGraph, tracing/retracing fixes, Grappler, and when XLA jit_compile boosts speed.

Try This if Your TensorFlow Code Is Slow

Avoid Oracle Cloud Financial pitfalls. Learn 5 common mistakes in implementation—requirements, data, change, integration, optimization—and how to fix them.

Top 5 Common Pitfalls in Oracle Cloud Financial Implementations and How to Avoid Them

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

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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

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

Grothendieck, Equality, and the Trouble with Formalising Mathematical Arguments

Why The Best Bug Hunts Read Like Detective Fiction (And How to Write Them)

Exploiting EIP-7702 Delegation in the Ethernaut Cashback Challenge — A Step-by-Step Writeup

Make Your Data Pipelines 5X Faster with Adaptive Batching

How a Standardized Logistics Context Protocol (LCP) Can Unlock AI's Full Potential in Supply Chain

Instance-Aware Grouped Quantization (IGQ-ViT) Sets New Benchmarks for ViT PTQ

Instance-Aware Group Quantization for Vision Transformers

What the Big Three Consultancies are Missing About AI (And the Code That Proves It)

Revolutionizing Edge Security: The GuardDog AI and Red Hat UBI Partnership

Try This if Your TensorFlow Code Is Slow

Top 5 Common Pitfalls in Oracle Cloud Financial Implementations and How to Avoid Them

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