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Machine Learning
You Probably Don’t Need an Agent Framework
an LLM application. Ok, the first thought that comes to your mind is: let’s build a powerful agent! But immediately…
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ANI
5 Fun Projects Using OpenAI Codex
# Introduction The OpenAI Codex is one of the most useful tools for building software with AI. Instead of just…
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Machine Learning
What the Question Parser Extracts from a User String: Keywords, Scope, Shape, Decomposition, Clarification
part of the question-parsing brick of Enterprise Document Intelligence, a series that builds an enterprise RAG system from four bricks:…
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Self Aware
Dostoyevsky, After His Death Sentence Was Revoked, On Life – The Marginalian
“I mean to work very hard,” the youth Fyodor Dostoyevsky (November 11, 1821–February 9, 1881) decided to consider his future…
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Generative AI
MiniMax Sparse Attention (MSA): Two-Branch Block-Sparse Attention Trained on 109B-Parameter MoE with a 3T-Token Budget
MiniMax released MSA (MiniMax Sparse Attention), a sparse attention method built specifically on Grouped Query Attention (GQA). Target one bottleneck:…
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Generative AI
OpenAI’s Deployment Simulation Extends Pre-Deployment Risk Assessment to Agentic Coding Through Simulated Tool Calls
OpenAI published a new pre-deployment safety method called Deployment Simulation. The idea is direct. Before…
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Generative AI
How to Build Memory-Efficient Transformers with xFormers Using Packed Sequences, GQA, ALiBi, SwiGLU, and Causal Attention
print("n" + "="*70 + "n4. Variable-length packed batch — no padding wasten" + "="*70) seqlens = [37, 120, 8, 200]…
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Self Aware
Oliver Sacks On The Necessity Of Our Deception – The Marginalian
“Our ordinary consciousness,” wrote William James in his pioneering work on transcendental experience, “is one special kind of consciousness, while…
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Reactive Machines
Safeguard your agentic AI applications with the Amazon Bedrock Guardrails InvokeGuardrailChecks API
Today, we’re announcing a new API with Amazon Bedrock Guardrails. With this API, you can apply individual safeguards, also referred…
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ANI
Retinal Imaging and AI Predict Risk of Early Alzheimer's
Summary: New research that used artificial intelligence to analyze normal eye images has opened up a cheap, non-invasive way to…
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