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Machine Learning

A branch of artificial intelligence (AI) and computer science which focuses on the use of data and algorithms to imitate the way that humans learn, gradually improving its accuracy.

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Why Your Backtest Is Lying to You — 3 Tests That Catch Lookahead Bias, Overfitting, and Fantasy Fills
eedgee profile
eedgee

Why Your Backtest Is Lying to You — 3 Tests That Catch Lookahead Bias, Overfitting, and Fantasy Fills

#datascience #machinelearning #python #testing
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3 min read
The $12 Billion Blindspot: Architecting Sub-12ms Cryptographic Verification to Prevent AI Hallucinations
myselfadityadav profile

The $12 Billion Blindspot: Architecting Sub-12ms Cryptographic Verification to Prevent AI Hallucinations

#data #cybersecurity #machinelearning #ai
3
Comments
4 min read
I Benchmarked 6 Prompting Strategies on Two Models. The Winner Changes Depending on Which Model You Ask.
mohsin_shafique2686 profile

I Benchmarked 6 Prompting Strategies on Two Models. The Winner Changes Depending on Which Model You Ask.

#ai #llm #promptengineering #machinelearning
3
Comments 2
4 min read
LLM Inference Latency: Why Your 7B Model Gets 15 tok/s on a T4 but 3,500 tok/s on an H100
reykingers_f513925d3df43 profile

LLM Inference Latency: Why Your 7B Model Gets 15 tok/s on a T4 but 3,500 tok/s on an H100

#ai #gpu #machinelearning #programming
2
Comments 2
5 min read
96.2% vs 6.9% — I Watched 5 Frontier LLMs Fail at Sudoku While an Energy-Based Model Solved It in 0.24s
aryaniyaps profile

96.2% vs 6.9% — I Watched 5 Frontier LLMs Fail at Sudoku While an Energy-Based Model Solved It in 0.24s

#ai #machinelearning #programming #architecture
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10 min read
A11: A Structured Way to Not Lie to Yourself During Reasoning
__272d48f2ed profile

A11: A Structured Way to Not Lie to Yourself During Reasoning

#ai #machinelearning #deeplearning #reasoning
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3 min read
Why only 60% of AI Agents succeed
reneza profile

Why only 60% of AI Agents succeed

#ai #machinelearning #programming #productivity
1
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2 min read
Your Hugging Face download isn't stuck — you're being rate-limited
dreamdeck profile

Your Hugging Face download isn't stuck — you're being rate-limited

#huggingface #llm #machinelearning #debugging
Comments 1
5 min read
🚀 Top Data Analytics Project Ideas for Beginners and Professionals
sapanapal6 profile

🚀 Top Data Analytics Project Ideas for Beginners and Professionals

#datascience #python #careergrowth #machinelearning
22
Comments 5
3 min read
Five things that caught my attention this week in AI tools and open-source models
morinaga profile

Five things that caught my attention this week in AI tools and open-source models

#ai #machinelearning #opensource #productivity
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4 min read
Porting Gemma-4 (2B / 4B / 12B) to AWS Inferentia2
xbill profile

Porting Gemma-4 (2B / 4B / 12B) to AWS Inferentia2

#machinelearning #aws #ai #python
1
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16 min read
AutoLab Benchmarks Frontier Agents on Long-Horizon R&D Tasks: Iterative Experiment-Loop Evaluation
pueding profile

AutoLab Benchmarks Frontier Agents on Long-Horizon R&D Tasks: Iterative Experiment-Loop Evaluation

#agents #ai #llm #machinelearning
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6 min read
A Field Guide to Multi-Agent Failure Modes
tuomo_pisama profile

A Field Guide to Multi-Agent Failure Modes

#ai #machinelearning #programming #webdev
2
Comments 1
3 min read
How I Built a Domain - Specific LLM for Public Transit - From Data Collection to Deployment
umar_elit profile

How I Built a Domain - Specific LLM for Public Transit - From Data Collection to Deployment

#machinelearning #ai #opensource #python
2
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5 min read
The File Format Renaissance: Parquet, Lance, Vortex, Nimble, BtrBlocks, and the New Physics of Columnar Storage
alexmercedcoder profile

The File Format Renaissance: Parquet, Lance, Vortex, Nimble, BtrBlocks, and the New Physics of Columnar Storage

#architecture #database #dataengineering #machinelearning
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21 min read
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