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Is Agentic AI Just Automation? | Towards Data Science
Why most agents are just flowcharts in disguise, and what to build instead.
Topics: Developer Automation
Entities: Developer Automation
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IBM Releases Granite 4.2: Bringing Native Reasoning and Agentic RL to Open Enterprise Models
IBM releases Granite 4.2, open Apache 2.0 reasoning models in 3B, 8B, and 30B sizes for agentic workloads.
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Preprint: A Black-Hole Horizon Model Retains a Fingerprint of Singularity Order
A preprint analysis finds that singularity order remains visible in local spinor responses near a BTZ horizon after coupling values are matched.
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Preprint Says Matter Leaves Key Features of “Freezing Gravity” Intact
An arXiv preprint finds that adding a minimally coupled perfect fluid preserves key freezing-gravity features, while stability and propagation remain dependent on an
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Preprint Maps the Visualization Skills Instructors Want Students to Learn
A preprint maps visualization-design skills from 38 course syllabi and instructor interviews, producing a 14-question assessment that still needs student validation.
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Preprint: SABET-QA reports higher scores on temporal question benchmarks
An arXiv preprint evaluates SABET-QA, an iterative temporal question-answering model, across four benchmarks and reports its strengths and limitations.
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Preprint: A mechanical model connects tissue growth that stops, continues or stays in proportion
An arXiv preprint models how stress, elasticity, impedance and turnover could produce bounded, unbounded or proportionate tissue growth, while stressing that the 결과s
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Preprint reports 20.5% fewer tokens for AI agent communication
A preprint reports that RGA-Designer used 20.5% fewer tokens than ARG-Designer on average while maintaining similar benchmark accuracy across six datasets.
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Cross-Generation Optimization of YOLOv26, YOLOv11, and YOLOv8 for Fine-Grained Small-Object Detection and Instance Segmentation in Complex Orchards
Abstract page for arXiv paper 2608.23636: Cross-Generation Optimization of YOLOv26, YOLOv11, and YOLOv8 for Fine-Grained Small-Object Detection and Instance Segmentation in Complex Orchards
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From Preferences to Principles: Rubric-Based Alignment for Grounded Knowledge Answers
Abstract page for arXiv paper 2608.23812: From Preferences to Principles: Rubric-Based Alignment for Grounded Knowledge Answers
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Giga-Embeddings: Mixture-of-Experts Encoders for High-Throughput Text Embeddings
Abstract page for arXiv paper 2608.23806: Giga-Embeddings: Mixture-of-Experts Encoders for High-Throughput Text Embeddings
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Inter-dimension Dependence for Multi-Dimensional Evaluation of Open-Ended Text
Abstract page for arXiv paper 2608.23783: Inter-dimension Dependence for Multi-Dimensional Evaluation of Open-Ended Text