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Papers Mache

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AI/ML Research Digest — Jun 06, 2026

AI/ML Research Digest — Jun 06, 2026

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3 min read
Raw waveform diffusion matches autoencoder quality

Raw waveform diffusion matches autoencoder quality

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2 min read
Agents still fail 38% of real CLI tasks

Agents still fail 38% of real CLI tasks

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

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

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2 min read
Generative models now output simulation‑ready 3D assets

Generative models now output simulation‑ready 3D assets

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2 min read
Verifiable rewards improve LLM math accuracy

Verifiable rewards improve LLM math accuracy

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3 min read
ScientistOne achieves perfect citation verification

ScientistOne achieves perfect citation verification

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3 min read
ThriftAttention keeps 90% quality with 5% compute

ThriftAttention keeps 90% quality with 5% compute

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2 min read
AI/ML Research Digest — May 30, 2026

AI/ML Research Digest — May 30, 2026

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3 min read
AI/ML Research Digest — May 23, 2026

AI/ML Research Digest — May 23, 2026

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4 min read
KV cache eviction improves long‑context performance

KV cache eviction improves long‑context performance

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2 min read
Zero-shot video generation tracks any camera path

Zero-shot video generation tracks any camera path

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2 min read
One hidden neuron can disable safety guards

One hidden neuron can disable safety guards

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2 min read
Self-evolving retrieval lifts benchmark scores 25%

Self-evolving retrieval lifts benchmark scores 25%

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2 min read
AI/ML Research Digest — May 16, 2026

AI/ML Research Digest — May 16, 2026

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5 min read
Shared expert pool reduces parameters while maintaining performance

Shared expert pool reduces parameters while maintaining performance

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3 min read
HERMES++ answers language queries while predicting roads

HERMES++ answers language queries while predicting roads

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

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

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3 min read
Entropy of first token predicts hallucinations

Entropy of first token predicts hallucinations

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2 min read
AI/ML Research Digest — May 09, 2026

AI/ML Research Digest — May 09, 2026

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4 min read
Flux Attention halves inference cost on long contexts

Flux Attention halves inference cost on long contexts

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2 min read
Diffusion models approach AR quality and improve inference speed

Diffusion models approach AR quality and improve inference speed

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3 min read
Distillation that keeps confidence honest

Distillation that keeps confidence honest

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

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

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3 min read
Hierarchical skill KB improves performance of weaker models

Hierarchical skill KB improves performance of weaker models

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2 min read
Fast edit loops improve AI document workflow

Fast edit loops improve AI document workflow

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3 min read
Micro LM delivers large‑model quality on device

Micro LM delivers large‑model quality on device

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2 min read
Physics‑based adaptation slashes edge LLM energy

Physics‑based adaptation slashes edge LLM energy

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2 min read
Tiny weight edits improve LLM safety

Tiny weight edits improve LLM safety

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3 min read
VideoLLM runs live video QA at 2 FPS

VideoLLM runs live video QA at 2 FPS

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2 min read
AI agent logs expose reproducibility gaps

AI agent logs expose reproducibility gaps

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2 min read
Post‑training tricks cut LLM cost without losing ability

Post‑training tricks cut LLM cost without losing ability

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4 min read
Stateless scheduler doubles LLM training speed

Stateless scheduler doubles LLM training speed

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3 min read
AI/ML Research Digest — Apr 18, 2026

AI/ML Research Digest — Apr 18, 2026

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AI/ML Research Digest — May 02, 2026

AI/ML Research Digest — May 02, 2026

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5 min read
AI/ML Research Digest — Apr 11, 2026

AI/ML Research Digest — Apr 11, 2026

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4 min read
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