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RAG

Retrieval Augmented Generation

hallucinationsdiffusionvisionagentssecurity-compliancetranslationpromptingsafetydeepfakes & fake newsmusicarchitectureRAGalgorithmsfinancevoice and text-to-speechmodelsvideo and text-to-videohealthcaredefense
hallucinationshallucinations
+4+4
[#28] DeepMind finds better ways to compress data using small language models
Oct 10, 2024

[#28] DeepMind finds better ways to compress data using small language models

Plus RAG for tables, suicide risk detection on social media, how chain-of-thought-prompting improves LLM reasoning

Chris Han
Chris Han
hallucinationshallucinations
+5+5
[#27] A new kind of neural net based on Fourier Transforms
Oct 07, 2024

[#27] A new kind of neural net based on Fourier Transforms

Plus Meta's new research, new techniques to mitigate hallucinations, and generating images from brainwaves

Chris Han
Chris Han
visionvision
+4+4
[#23] Apple's HyperCloning: Training Using Small Models
Sep 23, 2024

[#23] Apple's HyperCloning: Training Using Small Models

Plus Amazon innovates on product translations, Anthropic releases Contextual Retrieval, Detecting deepfakes with smartphones, and RLHF can mislead humans

Chris Han
Chris Han
visionvision
+2+2
[#22] NVLM: Nvidia's new family of multimodal LLM
Sep 19, 2024

[#22] NVLM: Nvidia's new family of multimodal LLM

Plus new models for human-like conversations and better RAG, chain-of-thought is only useful in math tasks, and a new health AI newsletter

Chris Han
Chris Han
translationtranslation
+4+4
[#21] Nvidia releases new SOTA reranking model
Sep 16, 2024

[#21] Nvidia releases new SOTA reranking model

Plus Microsoft releases a model to simulate financial markets, Meta researchers release Source2Synth, an LLM that can predict stock prices, and Google finds a better way to translate long-text with LLMs

Chris Han
Chris Han
agentsagents
+3+3
[#18] How to detect LLM-generated code
Sep 05, 2024

[#18] How to detect LLM-generated code

Plus PatentGPT can generate patents automatically, NVIDIA defends RAG vs long-context windows, facial recognition on pixelated images, and why AI agents perform poorly

Chris Han
Chris Han
architecturearchitecture
+2+2
Issue #13: Amazon creates new RAG evaluation framework
Aug 19, 2024

Issue #13: Amazon creates new RAG evaluation framework

Plus automated scientific discovery, improving data quality, flexible and visual memory, predicting future events

Chris Han
Chris Han
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