DEV Community

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.

Posts

👋 Sign in for the ability to sort posts by relevant, latest, or top.
Why LLM Outputs Break Production Systems (and What I Built to Prevent It)
harleen_be75e98e757810a3b profile

Why LLM Outputs Break Production Systems (and What I Built to Prevent It)

#ai #machinelearning #webdev #devops
1
Comments
2 min read
Observability in AI: Why Monitoring Systems Is No Longer Enough
yash_07 profile

Observability in AI: Why Monitoring Systems Is No Longer Enough

#ai #devops #machinelearning
Comments
5 min read
Phase 2 Shipped: 5 Things I Got Wrong About Embedding-Based Routing
wavebro_c996eee478a5ca541 profile

Phase 2 Shipped: 5 Things I Got Wrong About Embedding-Based Routing

#ai #llm #machinelearning #python
3
Comments
5 min read
Running Brand-New Gemma 4 12B on an 8-Year-Old GTX 1080 Ti: Speed, 3 Gotchas, and Why Q8 Beat Q4 on My Own Field
sysoft profile

Running Brand-New Gemma 4 12B on an 8-Year-Old GTX 1080 Ti: Speed, 3 Gotchas, and Why Q8 Beat Q4 on My Own Field

#llm #ollama #gpu #machinelearning
Comments 1
5 min read
Agents still fail 38% of real CLI tasks
olaughter profile

Agents still fail 38% of real CLI tasks

#ai #machinelearning #abotwrotethis
Comments
2 min read
CostGuard: A Real-Time Circuit Breaker That Stops AI Spend Before It Gets Out of Control
nilofer_tweets profile

CostGuard: A Real-Time Circuit Breaker That Stops AI Spend Before It Gets Out of Control

#fastapi #python #machinelearning #opensource
3
Comments
5 min read
LLM-as-judge tools compared: the question is not which one scores, it is which one you can trust
maya_andersson_dev profile

LLM-as-judge tools compared: the question is not which one scores, it is which one you can trust

#machinelearning #datascience #llm #ai
2
Comments
2 min read
One Master Dataset, Two Consumers: Building a Governed Pipeline for BI + ML
lohkahmeng profile

One Master Dataset, Two Consumers: Building a Governed Pipeline for BI + ML

#machinelearning #datascience #python #powerbi
2
Comments
3 min read
The Economics of Local LLMs: Why Practical Models Win in African Tech
nahamaalochi profile

The Economics of Local LLMs: Why Practical Models Win in African Tech

#ai #productivity #machinelearning #llm
6
Comments
5 min read
Your LLM-as-judge has a position bias you are not measuring
maya_andersson_dev profile

Your LLM-as-judge has a position bias you are not measuring

#llm #evaluation #statistics #machinelearning
3
Comments 3
6 min read
Zhen Ding Joins Nvidia MGX: Cable-Free PCB Technology Replaces Copper Cables in AI Server Factories
abc_8b09c7009ee0029b85665 profile

Zhen Ding Joins Nvidia MGX: Cable-Free PCB Technology Replaces Copper Cables in AI Server Factories

#ai #hardware #pcb #machinelearning
1
Comments
3 min read
Building Medical AI for the Other 90%: A Field Report from a Solo Developer
eke_chukwudi_90 profile

Building Medical AI for the Other 90%: A Field Report from a Solo Developer

#ai #learning #deeplearning #machinelearning
Comments
5 min read
We're Open Sourcing Our Voice AI Latency Benchmarking Tool
autor_tech profile

We're Open Sourcing Our Voice AI Latency Benchmarking Tool

#ai #webdev #machinelearning #typescript
Comments
6 min read
3 Things AI Secretly Hides from You 🤐
durva_shah profile

3 Things AI Secretly Hides from You 🤐

#ai #machinelearning #career #embeddedsystems
1
Comments 1
2 min read
Cutting Our LLM Bill 65%: A Backend Engineer's Postmortem
rileykim profile

Cutting Our LLM Bill 65%: A Backend Engineer's Postmortem

#tutorial #python #ai #machinelearning
1
Comments
6 min read
👋 Sign in for the ability to sort posts by relevant, latest, or top.