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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.

Tatiana Zalikina
31 Dec, 2025/General

How to Outsource Data Processing: Cost, Risks & Best Practices

How to Outsource Data Processing: Cost, Risks & Best Practices. 2025 Guide with a dash of philosophy and a lot of hard-won insight

Abaka
15 Aug, 2025/Weekly Insights

Abaka Pulse: AI Agents & Coding Data Insights | Aug 1-Aug 12

Explore AI agent advancements: datasets, evaluation, CGAT tool, VeriGUI paper, ACL 2025 recap, and Bay Area hiring.

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.

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 | Abaka AI

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

EditReward: Abaka AI’s Human-Aligned Reward Model for Image Editing

Discover EditReward — Abaka AI’s human-aligned reward model that outperforms GPT-5 on image-editing evaluation. Powered by expert-annotated data and multidimensional scoring.

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

Abaka AI COIG-Writer: Adding Human Touch to Chinese AI Writing

AI-generated Chinese content lacks depth & emotion. Abaka AI's COIG-Writer dataset uses a Query-Thought-Answer structure to enhance logic, narrative & personality. Open-sourced on Hugging Face. Custom solutions available.

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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