AI Versia

Exploring the cutting edge of Artificial Intelligence, Large Language Models, and practical machine learning solutions for healthcare, Marketing, and beyond.

LLMs Tutorials

A Deep Dive into Unsloth & Gemma 3: Fine-Tune Gemma 3 12B with Unsloth & TRL for Custommer Service Adaptation

Dive into the technical intricacies of Unsloth and Gemma 3, showcasing their powerful features and how they can be leveraged together to build a highly optimized, fine-tuned model for any type of customer support assistant.

12 min read May 15, 2024
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Healthcare AI LLMs

AI in Medical Diagnosis

How machine learning is revolutionizing diagnostic medicine and improving patient outcomes through advanced algorithms and data analysis techniques as well as LLM engineering and reasoning models.

8 min read May 10, 2024
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RAG Agentic AI

Building a Self-Correcting Agentic RAG: From Static Pipelines to Dynamic Learning Loops

How to evolve RAG from a static, fragile pipeline into a robust, reflective system that collaborates with the user to find the truth.

10 min read May 5, 2025
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Latest AI Insights

Papers of the Month

Deep Think with Confidence

Yichao Fu, Xuewei Wang, Yuandong Tian, Jiawei Zhao 21 Aug 2025

They crowd-source hundreds of reasoning chains, yet only the handful that survive an internal confidence cut truly matter. DeepConf lets the model vote with its own certainty, trimming the noise before it ever reaches the ballot box. With a single forward pass they save four-fifths of the compute and still hit near-perfect scores on the hardest math benchmarks.

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Memento: Fine-tuning LLM Agents without Fine-tuning LLMs

Huichi Zhou et al. 25 Aug 2025

They memorise every failure instead of retraining the model, stuffing past turns into an updatable episodic cache. Memento reads that cache like an online policy network, rewriting only the memories that steer future actions. Without a single gradient step, it tops GAIA and DeepResearcher benchmarks, proving agents can keep learning long after their weights are frozen..

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Memory-R1: Enhancing Large Language Model Agents to Manage and Utilize Memories via Reinforcement Learning

Sikuan Yan et al. 27 Aug 2025

In this paper, they introduce Memory-R1, a reinforcement-learning framework that turns a static external memory bank into an active, policy-driven workspace. Two lightweight agents—one that edits the memory and one that reads it—are fine-tuned with outcome-driven RL to decide, moment-by-moment, what to store, update, or discard. Trained on only 152 annotated examples, Memory-R1 surpasses the strongest baseline and generalizes across tasks and model backbones, offering a path to long-horizon, memory-aware reasoning without further LLM retraining.

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Latest Developments

🔍 Google Flags Major AI Breach

Industry News Aug 2025

Cybercriminals have turned Salesforce's connected apps into data-stealing machines. With company records and login details already stolen, Google is warning customers to reset access before the damage spreads.

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🛡️ Prompts Get a Safety Layer

Security Aug 2025

Cloudflare's new AI prompt protection keeps an eye on what you're sharing with ChatGPT, Gemini, and other AI tools, catching sensitive info before it slips out, so that you don't accidentally leak company secrets.

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👨🏻‍⚖️ Musk vs. Altman Goes Legal

Legal Aug 2025

xAI just went after OpenAI and Apple with a massive lawsuit, accusing them of colluding through their ChatGPT partnership. The claim: the duo teamed up to lock rivals out of the AI market.

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BrowserAct

Web Scraping May 2024

Lets you scrape any website with AI-powered, no-code tools that block ads, bypass restrictions, and deliver reliable results.

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🧠 Remio

Personal AI May 2024

Your own private AI brain that captures everything you see, finds what's buried, and answers any questions you have.

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📅 Agenda Hero

Productivity May 2024

Turns text, images, and PDFs into calendar events, with conversational editing that lets you bulk update events in a single phrase.

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🌐 SurfSense

Knowledge Management May 2024

An open-source alternative to NotebookLM and Perplexity that connects to your personal tools: Slack, Gmail, Notion, GitHub, and more.

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🧠 Supermemory

Personal AI May 2024

A second brain that's open-source and super fast, letting you add memories from URLs, PDFs, or text, and chat with them naturally.

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🦸🏻 ToonCrafter

Animation May 2024

An open-source tool that uses AI to animate cartoons with motions and occlusions that traditional methods can't handle.

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