Prem AI Blog - Plushcap

Blog URL

blog.premai.io

Posts YTD

50 ↑ vs 15 last year

Avg Posts/Month

2.1 since 2023

Monthly Post Volume

Start year: 2023 2024 2025 2026

Post Details

Search:

Title	Author	Published	Words	HN Pts
Large Language Models for Next-Generation Recommendation Systems	PremAI	2024-12-13	4,085	--
SLM Journey Unveiled	PremAI	2024-03-20	1,948	--
AI Agents Beginners Guide	PremAI	2024-09-19	2,857	--
Open Source Agentic Frameworks: LangGraph vs CrewAI & More	PremAI	2025-01-24	2,738	--
DeepSeek R1: Open Source Driving the Future of Enterprise AI	Jaipal Singh	2025-02-27	2,980	--
State of Text2SQL 2024	PremAI	2024-07-15	3,153	--
Continual Learning: How AI Models Stay Smarter Over Time	Sumaiya Shaikh	2025-11-19	2,070	--
The Synthetic Data Revolution	PremAI	2023-12-19	3,062	--
Prem Cortex: AI That Remembers Like a Human	Aishwarya Raghuwanshi	2025-09-16	1,222	--
Enterprise AI Evaluation for Production-Ready Performance	Sumaiya Shaikh	2025-12-09	1,676	--
RAG Strategies	PremAI	2024-04-18	3,440	--
Chatbots vs AI Agents – Which is Right for Your Business?	PremAI	2025-02-04	3,687	--
Fine-Tuning & Small Language Models	PremAI	2025-01-20	2,835	--
Multilingual LLMs: Progress, Challenges, and Future Directions	PremAI	2025-01-17	3,005	--
Lyra Drake's Public Debut at Art Basel 2024 – A New Frontier …	PremAI	2024-12-04	867	--
AI Sustainability: Reducing Carbon Footprint and Driving Innovation	PremAI	2024-09-10	2,705	--
Open-Source Code Language Models: DeepSeek, Qwen, and Beyond	PremAI	2024-09-19	2,468	--
2024 AI Wrapped: Innovations, Challenges, and What’s Next for PremAI	PremAI	2025-01-28	2,546	--
Introducing Prem-1B	PremAI	2024-09-21	2,957	--
SLM vs LoRA LLM: Edge Deployment and Fine-Tuning Compared	PremAI	2025-03-02	3,752	--
RAG vs Long-Context LLMs: Approaches for Real-World Applications	PremAI	2024-12-16	2,566	--
How to Save 90% on LLM API Costs Without Losing Performance	Sumaiya Shaikh	2025-09-25	1,625	--
Are Open-Source Models Good Now?	PremAI	2024-09-19	2,158	--
Is the current AI agents ecosystem again a Hype?	PremAI	2025-01-02	3,189	--
LLM Reliability: Why Evaluation Matters & How to Master It	Aishwarya Raghuwanshi	2025-07-09	1,507	--
Data Distillation: 10x Smaller Models, 10x Faster Inference	Aishwarya Raghuwanshi	2025-11-18	1,591	--
Prem Studio: Build Specialized Artificial Intelligence	PremAI	2025-06-09	1,469	--
Enterprise AI Doesn't Need Enterprise Hardware	Aishwarya Raghuwanshi	2025-09-19	1,172	--
Announcing our $14M Strategic Seed Round	PremAI	2024-05-14	832	--
Introducing Prem Studio	Sumaiya Shaikh	2025-11-26	257	--
Introducing Benchmarks v2	PremAI	2024-05-02	2,941	--
Enterprise AI Trends for 2025: What's Next for Businesses?	PremAI	2025-02-04	3,068	--
Prem AI Adds DeepSeek-V3.1 for Smarter Enterprise AI	Aishwarya Raghuwanshi	2025-09-03	882	--
Small Models, Big Wins: Agentic AI in Enterprise Explained	Aishwarya Raghuwanshi	2025-08-01	1,418	--
Edge Deployment of Language Models: Are They Ready?	PremAI	2025-01-09	3,191	--
Serverless Deployment of Mistral 7B with Modal Labs and HuggingFace	PremAI	2024-03-21	2,320	--
How to Succeed with Custom Reasoning Models?	PremAI	2025-03-03	3,056	--
Introducing Prem-Operator, An Open-Source Kubernetes Operator for AI/ML	PremAI	2024-05-13	1,034	--
Prem Cortex: Human-Like Memory for Smarter Agents	Aishwarya Raghuwanshi	2025-08-19	2,053	--
LLMs Evaluation: Benchmarks, Challenges, and Future Trends	PremAI	2024-12-23	2,499	--
Are Agentic Frameworks an Overkill?	PremAI	2025-01-13	3,658	--
Generative AI Adoption: Industry Impact, Challenges, and Future Trends	PremAI	2024-09-19	1,746	--
Model Alignment Process	PremAI	2024-03-28	2,451	--
LLM Observability: Practices, Tools, and Trends	PremAI	2024-12-20	2,158	--
Breaking the Pareto Frontier with Prem AI MiniGuard-v0.1	Aishwarya Raghuwanshi	2025-12-12	1,152	--
PREM and AWS Join Forces	PremAI	2025-02-05	1,044	--
Transformer Inference: Techniques for Faster AI Models	PremAI	2024-09-19	2,759	--
Small Language Models (SLMs) for Efficient Edge Deployment	PremAI	2025-03-04	3,036	--
Enterprise AI Fine-Tuning: From Dataset to Production Model	Sumaiya Shaikh	2025-12-04	1,209	--
PremAI Autonomous Fine-tuning System: Technical Architecture Documentation	Jaipal Singh	2025-02-06	3,661	--
Enterprise Dataset Automation for Model Customization	Sumaiya Shaikh	2025-12-02	1,397	--
Prem-1B-SQL: Fully Local Performant SLM for Text to SQL	PremAI	2024-12-11	1,670	--
What Is a Unified AI API? How to Access Multiple LLMs from …	Arnav Jalan	2026-02-11	2,783	--
Domain-Specific Language Models: How to Build Custom LLMs for Your Industry	Arnav Jalan	2026-02-11	2,814	--
Cloud vs Self-Hosted AI: A Practical Guide to Making the Right Choice …	Arnav Jalan	2026-02-11	1,837	--
16 Best OpenRouter Alternatives for Private, Production AI (2026)	Arnav Jalan	2026-02-11	2,107	--
SOC 2 Compliant AI Platform: What the Certification Misses About AI Security	Arnav Jalan	2026-02-11	2,114	--
33 LangChain Alternatives That Won't Leak Your Data (2026 Guide)	Arnav Jalan	2026-02-11	4,239	--
AWS Bedrock vs PremAI: Which Generative AI Platform Fits Your Enterprise?	Arnav Jalan	2026-02-11	3,426	--
Air-Gapped AI Solutions: 7 Platforms for Disconnected Enterprise Deployment (2026)	Arnav Jalan	2026-02-11	2,201	--
How to Fine-Tune AI Models: Techniques, Examples & Step-by-Step Guide	Arnav Jalan	2026-02-11	2,610	--
No-Code AI Model Trainer: The Practical Guide for Enterprise Teams	Arnav Jalan	2026-02-14	1,957	--
How to Train Custom Language Models: Fine-Tuning vs Training From Scratch (2026)	Arnav Jalan	2026-02-14	4,437	--
How to Train a Small Language Model: The Complete Guide for 2026	Arnav Jalan	2026-02-14	1,925	--
7 Private OpenRouter Alternatives for Teams That Need Data Control (2026)	Arnav Jalan	2026-02-14	2,045	--
15 Best Lightweight Language Models Worth Running in 2026	Arnav Jalan	2026-02-14	1,969	--
Custom AI Model Development: A Practical Guide for Enterprise Teams (2026)	Arnav Jalan	2026-02-14	2,458	--
14 Best Self-Hosted Claude Alternatives for AI and Coding in 2026	Arnav Jalan	2026-02-14	2,979	--
GDPR Compliant AI Chat: Requirements, Architecture & Setup 2026	Arnav Jalan	2026-02-16	2,778	--
9 Azure OpenAI On-Premise Alternatives for Data-Sovereign Enterprises (2026)	Arnav Jalan	2026-02-16	2,964	--
Self-Hosted AI Models: A Practical Guide to Running LLMs Locally (2026)	Arnav Jalan	2026-02-16	4,396	--
13 Best OpenAI Alternatives for Enterprise AI in 2026	Arnav Jalan	2026-02-17	2,950	--
Self-Hosted LLM Guide: Setup, Tools & Cost Comparison (2026)	Arnav Jalan	2026-02-17	3,789	--
Private LLM Deployment: A Practical Guide for Enterprise Teams (2026)	Arnav Jalan	2026-02-17	3,415	--
What Is a Private AI Platform? A Guide for Enterprise Teams Meta	Arnav Jalan	2026-02-17	1,998	--
15 Hugging Face Alternatives for Private, Self-Hosted AI Deployment (2026)	Arnav Jalan	2026-02-17	2,246	--
15 Private ChatGPT Alternatives That Don't Train on Your Data	Arnav Jalan	2026-02-18	4,908	--
Fine-Tuning Phi-3 & Gemma 2: The Budget Path to GPT-4 Performance at …	Arnav Jalan	2026-02-24	2,990	--
AI Data Residency Requirements by Region: The Complete Enterprise Compliance Guide	Arnav Jalan	2026-02-24	2,472	--
19 Best Together AI Alternatives for Private Model Fine-Tuning (2026)	Arnav Jalan	2026-02-28	3,652	--
10 Best AnythingLLM Alternatives for Enterprise Document AI (2026)	Arnav Jalan	2026-02-28	2,262	--
PremAI Python SDK Quickstart: Complete Guide (2026)	Arnav Jalan	2026-02-28	2,929	--
11 Best Open WebUI Alternatives for Enterprise LLM Chat (2026)	Arnav Jalan	2026-02-28	3,085	--
10 Best Private AI Platforms for Healthcare: HIPAA-Compliant LLM Solutions (2026)	Arnav Jalan	2026-02-28	2,935	--
15 Best AI Agent Frameworks for Enterprise: Open-Source to Managed (2026)	Arnav Jalan	2026-02-28	2,749	--
10 Best vLLM Alternatives for LLM Inference in Production (2026)	Arnav Jalan	2026-02-28	4,902	--
15 Best LM Studio Alternatives for Running Local LLMs (2026)	Arnav Jalan	2026-02-28	3,661	--
7 Best AI Platforms for Financial Services: Compliant & Enterprise-Ready (2026)	Arnav Jalan	2026-02-28	2,396	--
Qwen 2.5 vs Llama 3.2 vs DeepSeek R1: Enterprise Model Comparison (2026)	Arnav Jalan	2026-02-28	2,819	--
12 Best Glean Alternatives for Private Enterprise AI Search (2026)	Arnav Jalan	2026-02-28	2,645	--
PremAI vs Azure OpenAI: Which Enterprise AI Platform Gives You More Control?	Arnav Jalan	2026-02-28	2,372	--
PremAI vs Google Vertex AI: Privacy, Flexibility, and Cost Compared	Arnav Jalan	2026-02-28	2,591	--
vLLM vs SGLang vs LMDeploy: Fastest LLM Inference Engine in 2026?	Arnav Jalan	2026-02-28	2,134	--
Private RAG Deployment: Building Zero-Leakage Retrieval Pipelines for Enterprise	Arnav Jalan	2026-02-28	2,914	--
On-Premise AI Architecture: Complete Enterprise Deployment Guide for 2026	Arnav Jalan	2026-02-28	3,216	--
SLM vs. LLM: The Enterprise Decision Guide With Real Cost Data and …	Arnav Jalan	2026-02-28	2,946	--
Private AI for Customer Support: Building LLM Helpdesks That Don’t Leak Customer …	Arnav Jalan	2026-02-28	2,543	--
Enterprise AI Security: 12 Best Practices for Deploying LLMs in Production	Arnav Jalan	2026-02-28	3,025	--
Llama vs Mistral vs Phi: Complete Open-Source LLM Comparison for Enterprise (2026)	Arnav Jalan	2026-02-28	3,124	--
What Is Confidential AI? The Security Gap Your Encryption Doesn’t Cover	Arnav Jalan	2026-02-28	2,673	--
Best Open-Source LLMs for RAG in 2026: 10 Models Ranked by Retrieval …	Arnav Jalan	2026-02-28	3,038	--
PrivateGPT vs Prem AI: Which Private AI Platform Is Enterprise-Ready? (2026)	Arnav Jalan	2026-02-28	2,350	--

Plushcap, by Matt Makai. 2021-2026.