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Al Ryrie

11
May
WATCH: A New Framework for Continually Monitoring AI Systems with Weighted-Conformal Martingales

WATCH: A New Framework for Continually Monitoring AI Systems with Weighted-Conformal Martingales

As AI systems become increasingly integrated into high-stakes applications, ensuring their reliability post-deployment is critical. Traditional methods often focus on
2 min read
11
May
How Malicious RL Fine-Tuning Can Break AI Safety Guardrails — And How to Stop It

How Malicious RL Fine-Tuning Can Break AI Safety Guardrails — And How to Stop It

Large language models (LLMs) are increasingly fine-tuned using reinforcement learning (RL) to improve their capabilities, but this same optimization power
2 min read
11
May
Audio-SDS: How AI is Revolutionizing Sound Synthesis and Separation

Audio-SDS: How AI is Revolutionizing Sound Synthesis and Separation

Imagine being able to tweak a synthesizer to sound exactly like a 'warm bass note' just by typing
2 min read
11
May
EchoInk-R1: How Reinforcement Learning is Teaching AI to 'Hear' and 'See' Like Humans

EchoInk-R1: How Reinforcement Learning is Teaching AI to 'Hear' and 'See' Like Humans

The Multimodal Reasoning Breakthrough You Didn't See (Or Hear) Coming Imagine an AI that doesn't just
2 min read
11
May
FlexiAct: The AI That Brings Any Image to Life with Custom Actions

FlexiAct: The AI That Brings Any Image to Life with Custom Actions

FlexiAct: The AI That Brings Any Image to Life with Custom Actions Imagine taking a static image—a cartoon character,
2 min read
11
May
ViSafe: A Vision-Only System for High-Speed Airborne Collision Avoidance

ViSafe: A Vision-Only System for High-Speed Airborne Collision Avoidance

In the rapidly evolving world of autonomous aerial systems, ensuring safe separation between airborne vehicles is a critical challenge—especially
2 min read
10
May
VITA-Audio: The First Real-Time Speech Model with Zero Audio Token Delay

VITA-Audio: The First Real-Time Speech Model with Zero Audio Token Delay

The Future of Human-Computer Interaction Just Got Faster Imagine a world where AI assistants respond to your voice as naturally
2 min read
10
May
SIM-RAG: Teaching AI When to Stop Searching and Start Answering

SIM-RAG: Teaching AI When to Stop Searching and Start Answering

The Problem with Overconfident AI Retrieval-augmented generation (RAG) systems have become the workhorses of enterprise AI, combining the knowledge of
2 min read
10
May
Privacy Risks and Preservation Methods in Explainable AI: A Scoping Review

Privacy Risks and Preservation Methods in Explainable AI: A Scoping Review

Explainable Artificial Intelligence (XAI) has emerged as a critical component of Trustworthy AI, aiming to bring transparency to complex, opaque
2 min read
10
May
LISAT: The AI That Can Understand and Segment Satellite Imagery Like Never Before

LISAT: The AI That Can Understand and Segment Satellite Imagery Like Never Before

Satellite imagery has long been a critical tool for everything from disaster response to urban planning. But while segmentation models—
2 min read