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Yuna Huang
3 Feb, 2026/Research

EditReward: Outperforming GPT-5 in AI Image Editing Alignment

Outperform GPT-5 with Abaka AI’s EDITREWARD-DATA: 200k+ expert-annotated pairs designed to solve the noise crisis in generative RLHF and image alignment.

Tatiana Zalikina
6 Feb, 2026/General

Math Dataset: What It Is, Popular Examples, and How It’s Used

What is a math dataset and how is it used in AI? Learn popular math datasets like GSM8K, MATH, and Lean4 proof datasets, and how they train and evaluate modern AI reasoning models.

Abaka
31 Jan, 2026/Weekly Insights

Abaka Pulse : Latest Insights in AI & Data | Jan 21-31

Move beyond "Pilot Purgatory." Abaka AI explores how Fortune 500 companies are scaling Enterprise AI from experimentation to production-grade assets through repeatable AI Operating Systems and rigorous evaluation.

Abaka
30 Nov, 2023/Why Choose Abaka

Abaka AI vs Surge AI: Comprehensive AI-Powered Data Labeling and Content Moderation Platform

Explore Surge AI, the comprehensive AI-powered data labeling and content moderation platform. Learn about its features, pricing, and user feedback for managing and annotating large datasets.

Yuna Huang
3 Feb, 2026/Research

EditReward: Outperforming GPT-5 in AI Image Editing Alignment

Outperform GPT-5 with Abaka AI’s EDITREWARD-DATA: 200k+ expert-annotated pairs designed to solve the noise crisis in generative RLHF and image alignment.

Hazel Gao
9 Jan, 2026/Research

Enterprise AI in the Fortune 500: Moving from Pilots to Production

Fortune 500 companies are rapidly adopting AI, but many struggle to scale from pilots to production. This article explores enterprise AI trends, industry-specific adoption patterns, and how Abaka AI helps organizations operationalize data, evaluation, and governance.

Hazel Gao
31 Dec, 2025/Research

Ego-View Embodied Data for Household Environments

Discover how Abaka AI collects large-scale ego-view embodied data in real household environments, enabling first-person perception, fine-grained action understanding, and long-horizon learning for next-generation embodied agents.

Hazel Gao
30 Dec, 2025/Research

Why Agents Need Real RL Environments That Push Back

AI agents often fail not because of weak reasoning, but because they are trained in oversimplified RL environments. This article explores why real agents need scalable, time-aware, and replayable RL environments.

Hazel Gao
23 Dec, 2025/Research

Transforming Research Papers into Frontier-Level Reasoning Benchmarks

Learn how frontier-level reasoning benchmarks are built by transforming real research papers into self-contained, multi-step reasoning tasks. Designed to resist shortcuts from GPT-5.1, Gemini 3 Pro, and Claude 4.5, this pipeline sets a new standard for evaluating true reasoning ability.

Hazel Gao
16 Dec, 2025/Research

Breaking the Code Intelligence Barrier: How SWE-Bench Pro and Abaka AI Enable Real-World Coding Intelligence

SWE-Bench Pro marks a new era in evaluating coding intelligence. Learn how Abaka AI builds high-fidelity, reproducible, human-validated coding datasets that mirror real engineering complexity — and why they are essential for training and benchmarking next-generation code-reasoning models.

Johnson Jiang
26 Sept, 2025/Research

Abaka AI’s VeriGUI: Building Trustworthy Agent Data

Discover how Abaka AI‘s VeriGUI project is setting the standard for high-quality agent data. Learn about our unique, dual-engine pipeline that combines real-world task construction with a multi-layered, adversarial QA process to produce data that is both challenging and trustworthy for advanced AI agents.

Hazel Gao
23 Sept, 2025/Research

Decoding "Nano Banana": Key to Next-Gen Image Editing—Fine-Grained Instruction Data

Next-gen AI image editing succeeds with fine-grained data—Nano Banana proves this. Abaka AI’s datasets turn simple prompts into vivid scenes, enhancing Part Editing, Object Replacement and style control.

Abaka
25 Aug, 2025/Research

Abaka 1B+ High-Quality Question Bank: Fuel for AI Revolution

Abaka AI’s 1B+ high-quality question bank solves AI training data bottlenecks. Features 3-tier verification, covers K12 to university, multiple languages, and pairs with academic databases to boost model performance.

Abaka
25 Aug, 2025/Research

Talking-Head Video Data: Core for Multimodal AI’s Speaking Skills

Talking-head video data (synced audio-visual) powers multimodal AI’s speaking skills. Abaka AI solves public dataset gaps with custom, high-quality datasets for digital humans, TTS, and AIGC.

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