Papers Mache - DEV Community

Papers Mache

Jun 15

Optimal Transport Converts Dense Layers to Sparse Experts

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2 min read

Papers Mache

Jun 15

AI/ML Research Digest — Jun 13, 2026

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3 min read

Papers Mache

Jun 14

90% Less Memory Enables Infinite Video Generation

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2 min read

Papers Mache

Jun 13

Linear Ensembles Can Erase LLM Watermarks

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2 min read

Papers Mache

Jun 12

Benchmarks Evaluate Memory Quality and Adaptive Planning in LLM Agents

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3 min read

Papers Mache

Jun 11

AI/ML Research Digest — Jun 06, 2026

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1

3 min read

Papers Mache

Jun 5

Raw waveform diffusion matches autoencoder quality

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2

2 min read

Papers Mache

Jun 4

Agents still fail 38% of real CLI tasks

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2 min read

Papers Mache

Jun 3

Generative models now output simulation‑ready 3D assets

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2 min read

Papers Mache

Jun 3

Agent compute drops substantially with online skill distillation and graph‑guided knowledge

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2 min read

Papers Mache

Jun 2

Verifiable rewards improve LLM math accuracy

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3 min read

Papers Mache

Jun 1

ScientistOne achieves perfect citation verification

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3 min read

Papers Mache

Jun 1

ThriftAttention keeps 90% quality with 5% compute

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2 min read

Papers Mache

Jun 1

AI/ML Research Digest — May 30, 2026

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3 min read

Papers Mache

Jun 1

AI/ML Research Digest — May 23, 2026

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4 min read

Papers Mache

May 24

KV cache eviction improves long‑context performance

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2 min read

Papers Mache

May 23

Zero-shot video generation tracks any camera path

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2 min read

Papers Mache

May 22

One hidden neuron can disable safety guards

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2 min read

Papers Mache

May 20

Self-evolving retrieval lifts benchmark scores 25%

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2 min read

Papers Mache

May 20

AI/ML Research Digest — May 16, 2026

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5 min read

Papers Mache

May 15

Shared expert pool reduces parameters while maintaining performance

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3 min read

Papers Mache

May 14

HERMES++ answers language queries while predicting roads

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2 min read

Papers Mache

May 13

Diffusion models enable high-quality image and video generation with few steps

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3 min read

Papers Mache

May 12

Entropy of first token predicts hallucinations

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2

2 min read

Papers Mache

May 11

AI/ML Research Digest — May 09, 2026

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4 min read

Papers Mache

May 10

Diffusion models approach AR quality and improve inference speed

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3 min read

Papers Mache

May 10

Flux Attention halves inference cost on long contexts

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2 min read

Papers Mache

May 10

Distillation that keeps confidence honest

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2 min read

Papers Mache

May 9

Hierarchical skill KB improves performance of weaker models

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2 min read

Papers Mache

May 9

Adaptive reasoning reduces token usage up to 90% with minimal accuracy loss

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3 min read

Papers Mache

May 9

Fast edit loops improve AI document workflow

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3 min read

Papers Mache

May 8

Micro LM delivers large‑model quality on device

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2 min read

Papers Mache

May 8

Physics‑based adaptation slashes edge LLM energy

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2 min read

Papers Mache

May 8

Tiny weight edits improve LLM safety

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3 min read

Papers Mache

May 7

VideoLLM runs live video QA at 2 FPS

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2 min read

Papers Mache

May 7

Post‑training tricks cut LLM cost without losing ability

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4 min read

Papers Mache

May 7

AI agent logs expose reproducibility gaps

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2 min read

Papers Mache

May 7

Stateless scheduler doubles LLM training speed

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3 min read

Papers Mache

May 6

AI/ML Research Digest — Apr 18, 2026

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4 min read

Papers Mache

May 6

AI/ML Research Digest — May 02, 2026

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5 min read

Papers Mache

May 6

AI/ML Research Digest — Apr 11, 2026

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4 min read

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