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LLM Self-Hosting and AI Sovereignty
Rost
Rost
Rost
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Feb 22
LLM Self-Hosting and AI Sovereignty
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llm
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ai
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selfhosting
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ollama
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13 min read
Stop Stuffing Entire Files into LLMs — I Built a Surgical Context Extractor for Python
yuhao li
yuhao li
yuhao li
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Feb 22
Stop Stuffing Entire Files into LLMs — I Built a Surgical Context Extractor for Python
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showdev
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llm
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python
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tooling
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3 min read
How to Run an AI Benchmark That Doesn't Lie to You
Robin
Robin
Robin
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Feb 21
How to Run an AI Benchmark That Doesn't Lie to You
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ai
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llm
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benchmarks
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devtools
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4 min read
What is an LLM Gateway?
smakosh
smakosh
smakosh
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Feb 21
What is an LLM Gateway?
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llm
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ai
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architecture
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devops
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4 min read
550 Hallucinations, Zero Discoveries: What Happens When You Force an LLM to Invent Mathematics
SolScan Research
SolScan Research
SolScan Research
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Feb 21
550 Hallucinations, Zero Discoveries: What Happens When You Force an LLM to Invent Mathematics
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ai
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machinelearning
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llm
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mathematics
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8 min read
How LLM Memory Actually Works in Production Systems
Dextra Labs
Dextra Labs
Dextra Labs
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Feb 21
How LLM Memory Actually Works in Production Systems
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ai
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machinelearning
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llm
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rag
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4 min read
Building an AI-Powered Natural Language SQL Interface: An MVP Journey
ABU SUFIAN
ABU SUFIAN
ABU SUFIAN
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Feb 22
Building an AI-Powered Natural Language SQL Interface: An MVP Journey
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ai
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nextjs
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llm
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sql
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6 min read
Anthropic Just Published a Kill Chain for AI Model Theft. Let's Break It Down.
Phil Stafford
Phil Stafford
Phil Stafford
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Feb 25
Anthropic Just Published a Kill Chain for AI Model Theft. Let's Break It Down.
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news
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ai
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cybersecurity
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llm
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7 min read
How Komilion's Request Routing Actually Works
Robin
Robin
Robin
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Feb 21
How Komilion's Request Routing Actually Works
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ai
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architecture
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llm
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devtools
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4 min read
Caching Strategies for LLM Systems – Part 4: Grouped-Query Attention for Scalable, Efficient Transformers
vaibhav ahluwalia
vaibhav ahluwalia
vaibhav ahluwalia
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Feb 21
Caching Strategies for LLM Systems – Part 4: Grouped-Query Attention for Scalable, Efficient Transformers
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deeplearning
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llm
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machinelearning
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performance
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3 min read
Claude's Context Compaction API: Infinite Conversations with One Parameter
Ayyaz Zafar
Ayyaz Zafar
Ayyaz Zafar
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Feb 21
Claude's Context Compaction API: Infinite Conversations with One Parameter
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agents
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ai
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api
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llm
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3 min read
PortKey Just Raised $15M — Here's What That Means for Your AI Costs
Robin
Robin
Robin
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Feb 21
PortKey Just Raised $15M — Here's What That Means for Your AI Costs
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ai
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devtools
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llm
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api
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3 min read
Humans Didn’t Win With Brains. We Won With External Memory — and AI Writes Back.
Phuc Truong
Phuc Truong
Phuc Truong
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Feb 21
Humans Didn’t Win With Brains. We Won With External Memory — and AI Writes Back.
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ai
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learning
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llm
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science
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3 min read
When One Model Reviews Its Own Work: The Case for Adversarial Cross-Model Review
John Wade
John Wade
John Wade
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Feb 21
When One Model Reviews Its Own Work: The Case for Adversarial Cross-Model Review
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ai
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llm
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testing
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architecture
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6 min read
Why AI Agents Need to Think About Trust: Lessons from the MoltBook Security Incident
Operational Neuralnet
Operational Neuralnet
Operational Neuralnet
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Feb 21
Why AI Agents Need to Think About Trust: Lessons from the MoltBook Security Incident
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ai
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agents
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security
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llm
1
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2 min read
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