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AIGuys
Deflating the AI hype and bringing real research and insights on the latest SOTA AI research papers. We at AIGuys believe in quality over quantity and are always looking to create more nuanced and detail oriented content.
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LLMs Still Can’t Plan And Reason
LLMs Still Can’t Plan And Reason
LLMs are good idea-generating machines but far from planning and reasoning.
Vishal Rajput
Aug 18
METAs Segment Anything Model (SAM) Complete Breakdown
METAs Segment Anything Model (SAM) Complete Breakdown
Using text prompts to generate segmentation mask for any object in the image.
Vishal Rajput
Aug 11
How To Build LangChain RAG With DSPy?
How To Build LangChain RAG With DSPy?
Systematic Prompting Combined With RAGs
Vishal Rajput
Aug 6
AIGuys Digest | July
AIGuys Digest | July
🌟 Welcome to the AIGuys Digest Newsletter, where we cover State-of-the-Art AI breakthroughs and all the major AI news🚀. In this…
Vishal Rajput
Aug 4
The Challenges of Evaluating Large Language Models
The Challenges of Evaluating Large Language Models
As the field of natural language processing (NLP) advances, the evaluation of large language models (LLMs) like GPT-4 becomes increasingly…
Mattafrank
Jul 31
How To Build Hierarchical Multi-Agent Systems?
How To Build Hierarchical Multi-Agent Systems?
Are Agents just simple rules? Are Agents just enhanced reasoning? The answer is yes and no. Yes, in the sense that agents have simple rules…
Vishal Rajput
Jul 28
The Hidden Limits of SuperIntelligence & Why It Might Never Happen
The Hidden Limits of SuperIntelligence & Why It Might Never Happen
We will achieve AGI in the future but SuperIntelligence might never come.
Vishal Rajput
Jul 21
Scale Won’t Turn LLMs Into AGI or Superintelligence
Scale Won’t Turn LLMs Into AGI or Superintelligence
Scaling LLMs won’t lead to AGI because they lack fudamental building blocks of Intelligence.
Vishal Rajput
Jul 14
Why LLMs Can’t Plan And Unlikely To Reach AGI?
Why LLMs Can’t Plan And Unlikely To Reach AGI?
LLMs are great but they will never reach AGI. They lack necessary components required to build truly intelligent machines.
Vishal Rajput
Jul 7
AIGuys Digest | June 2024
AIGuys Digest | June 2024
🌟 Welcome to the AIGuys Digest Newsletter, where we cover State-of-the-Art AI breakthroughs and all the major AI news🚀
Vishal Rajput
Jul 1
Now AI Can Detect Cancer From A Single Drop Of Blood
Now AI Can Detect Cancer From A Single Drop Of Blood
Using dried blood to better preserve Metabolites that can be later categorized using AI.
Vishal Rajput
Jun 30
The Fastest Way To Deploy AI Models
The Fastest Way To Deploy AI Models
Although Modal is not extensive as other cloud-like GCP and AWS, it gets the job done for AI apps.
Vishal Rajput
Jun 26
LLM-based AGI: 50% on the ARC-AGI?
LLM-based AGI: 50% on the ARC-AGI?
ARC-AGI. LLM-Modulo Framework and Planning/Reasoning Capabilities.
Vishal Rajput
Jun 23
TextGrad: Controlling LLM Behavior Via Text
TextGrad: Controlling LLM Behavior Via Text
TextGrad backpropagates textual feedback provided by LLMs to improve individual components of a compound AI system.
Vishal Rajput
Jun 18
Graph RAG: From Local to Global
Graph RAG: From Local to Global
A Graph RAG Approach to Query-Focused Summarization
Vishal Rajput
Jun 16
Claude 3: Extracting Interpretable Features
Claude 3: Extracting Interpretable Features
Decoding Black Box Nature of Transformer-based Model
Vishal Rajput
Jun 9
AIGuys Digest
AIGuys Digest
🌟 Welcome to the AIGuys Digest Newsletter, where we cover State-of-the-Art AI breakthroughs and all the major AI news🚀
Vishal Rajput
Jun 2
Prompt Engineering Is Dead: DSPy Is New Paradigm For Prompting
Prompt Engineering Is Dead: DSPy Is New Paradigm For Prompting
DSPy Paradigm: Let’s program — not prompt — LLMs
Vishal Rajput
May 28
YOLOv10: Object Detection King Is Back
YOLOv10: Object Detection King Is Back
Speed, Speed, Speed. This is what YOLOv10 is all about, faster Inference
Vishal Rajput
May 26
xLSTM vs. Transformers: Who Will Win?
xLSTM vs. Transformers: Who Will Win?
xLSTM revives the age old LSTM with incorporating features from Transformers, making it a serious competitor in the LLM race.
Vishal Rajput
May 21
MoE and LLM Merging Recipes
MoE and LLM Merging Recipes
Next step for LLM Mixture of Experts, Evolutionary model merging?
Vishal Rajput
May 14
Can Kolmogorov–Arnold Networks (KAN) beat MLPs?
Can Kolmogorov–Arnold Networks (KAN) beat MLPs?
A completely new way to think about Neural Networks based on Spline based function approximation.
Vishal Rajput
May 5
AIGuys Digest
AIGuys Digest
🌟 Welcome to the AIGuys Digest Newsletter, where we cover State-of-the-Art AI breakthroughs and all the major AI news🚀
Vishal Rajput
May 2
Infini-Attention: Infinite Context for LLMs
Infini-Attention: Infinite Context for LLMs
Increasing context window for LLMs above a million tokens.
Vishal Rajput
Apr 28
AI Agents Are All You Need
AI Agents Are All You Need
AI Agents, Understanding the role of Tools, Memory, and Planning in making them work.
Vishal Rajput
Apr 21
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