Phronetic AI Blogs

A deep dive into modern RL techniques for LLM post-training. Understand how GRPO eliminates PPO's computational overhead. And how recent innovations like DAPO and GSPO aim to solve real world training complexities.

While the world celebrates new agent-building tools, the real revolution isn't the agent itself. It's the multi-layered infrastructure that allows agents to transact, collaborate, and create real economic value. We’ve been building it from day one.

Understanding PPO's breakthrough - how combining actors and critics with clever clipping mechanisms solved the instability problems that plagued early policy gradient methods.

Reinforcement Learning for LLMs in 2025: A Mathematical and Practical Series | Value-Based vs Policy-Based Reinforcement Learning

A multi-part deep dive into how RL algorithms like PPO, GRPO, DAPO, and GSPO redefined reasoning in Large Language Models

Introducing Owlet-HAR-1, a specialized Vision Language Model fine-tuned for human activity recognition in videos.

A lightweight fine-tuned vision-language model for detecting fire, assault, theft, and other safety threats in video, open-source, efficient, and ready for real-world deployment.

A study demonstrating how lightweight reinforcement learning can significantly enhance tool-calling capabilities in small language models for as low as $6.

A practical exploration of how reinforcement learning can enhance reasoning in multimodal models - demystifying DAPO, GRPO and their real world impact

In the evolving field of video analytics, finding precise information in long videos is challenging. Our new feature, VideoRAG, revolutionizes this by offering an unprecedented solution.

Phronetic AI's Owlet-phi-2 is built for conversations with videos. Read this article for more information.

Discover the top object detection APIs. Enhance security, streamline operations & improve experiences with these powerful tools. Explore insights & examples.

n the world of technology, the fusion of artificial intelligence (AI) and video analytics has truly been a game-changer. At Phronetic AI, we're happy to take you into the details of transformative synergy that has given rise to video analys

Artificial Intelligence, or AI for short, has been making waves across industries, from healthcare to finance and everything in between. But what makes AI tick? At the heart of this technology lies large language models or AI language model

Come take a look at the world of object detection where technology meets vision.

We propose a model architecture that handles audio-visual inputs explicitly. We train our model with both audio and visual data from a video instruction-tuning dataset. Comparison with vision-only baselines, and other audio-visual models sh

In any urban setting, getting from one place to another has become an incredibly difficult task in today’s day and age. The roads are clogged, the intersections are chaotic, and the honking never seems to cease.

When it comes to the fast-paced world of industrial operations, time is of the essence and precision is critical - therefore, it is important to monitor every aspect of the process closely. But, what if there was a way to not only monitor b

Phronetic AI's new video search platform is designed to navigate videos using multimodal queries, whether text or image. Read this blog for more details.

Traffic management systems can now be transformed with AI. Read this blog by Phronetic AI to learn about AI-powered traffic enforcement.

Learn how THEIA's Video Analysis Manager improves fuel stations by tracking customer behaviour, ensuring safety, and increasing efficiency.

In the rapidly changing world of artificial intelligence (AI), a new and captivating concept has emerged - the Large Language Model (LLM) agent. These intelligent software systems use powerful language models as their core computational eng

PhroneticAI's new video dubbing pipeline offers seamless multilingual content by synchronizing translated audio with adjusted lip movements.

Security concerns have become important for industries worldwide, spanning from manufacturing plants to retail outlets and urban surveillance systems.

In the world of sports, every move, every play, and every strategy can make a difference between victory and defeat. While we often admire the athleticism and skill of our favourite athletes,

In today world, there’s no time for mindless searching or waiting. So here are 10 video tools that you can use to create videos easily & quickly.