· ai
AI Is Not Your Product. It’s Just a Feature.
!AI Is Not Your Product The Kirk Concepthttps://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-...
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[Paper] On the origin of neural scaling laws: from random graphs to natural language
Scaling laws have played a major role in the modern AI revolution, providing practitioners predictive power over how the model performance will improve with inc...
- · ai
[Paper] Structure and Diversity Aware Context Bubble Construction for Enterprise Retrieval Augmented Systems
Large language model (LLM) contexts are typically constructed using retrieval-augmented generation (RAG), which involves ranking and selecting the top-k passage...
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[Paper] Are Your Reasoning Models Reasoning or Guessing? A Mechanistic Analysis of Hierarchical Reasoning Models
Hierarchical reasoning model (HRM) achieves extraordinary performance on various reasoning tasks, significantly outperforming large language model-based reasone...
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[Paper] Single-Stage Huffman Encoder for ML Compression
Training and serving Large Language Models (LLMs) require partitioning data across multiple accelerators, where collective operations are frequently bottlenecke...
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[Paper] Detecting Winning Arguments with Large Language Models and Persuasion Strategies
Detecting persuasion in argumentative text is a challenging task with important implications for understanding human communication. This work investigates the r...
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[Paper] PACEvolve: Enabling Long-Horizon Progress-Aware Consistent Evolution
Large Language Models (LLMs) have emerged as powerful operators for evolutionary search, yet the design of efficient search scaffolds remains ad hoc. While prom...
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[Paper] Multi-Property Synthesis
We study LTLf synthesis with multiple properties, where satisfying all properties may be impossible. Instead of enumerating subsets of properties, we compute in...
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[Paper] CURVE: A Benchmark for Cultural and Multilingual Long Video Reasoning
Recent advancements in video models have shown tremendous progress, particularly in long video understanding. However, current benchmarks predominantly feature ...
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[Paper] Influential Training Data Retrieval for Explaining Verbalized Confidence of LLMs
Large language models (LLMs) can increase users' perceived trust by verbalizing confidence in their outputs. However, prior work has shown that LLMs are often o...
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An OpenAI safety research lead departed for Anthropic
One of the most controversial issues in the AI industry over the past year was what to do when a user displays signs of mental health struggles in a chatbot con...
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[Paper] CoMoVi: Co-Generation of 3D Human Motions and Realistic Videos
In this paper, we find that the generation of 3D human motions and 2D human videos is intrinsically coupled. 3D motions provide the structural prior for plausib...