Author: Ricardo

Agentic AI AI Agents

How to Evaluate Voice Agents in 2025: Beyond Automatic Speech Recognition (ASR) and Word Error Rate (WER) to Task Success, Barge-In, and Hallucination-Under-Noise
ByRicardo October 5, 2025

Table of contents Why WER Isn’t Enough ? What to Measure (and How) ? Benchmark Landscape: What Each Covers Filling the Gaps: What You Still Need to Add A Concrete, Reproducible Evaluation Plan References Optimizing just for Automatic Speech Recognition (ASR) and Word Error Rate (WER) is inadequate for contemporary, interactive voice brokers. Robust analysis…

Read More How to Evaluate Voice Agents in 2025: Beyond Automatic Speech Recognition (ASR) and Word Error Rate (WER) to Task Success, Barge-In, and Hallucination-Under-Noise
Artificial Intelligence Audio Language Model

This AI Paper Proposes a Novel Dual-Branch Encoder-Decoder Architecture for Unsupervised Speech Enhancement (SE)
ByRicardo October 5, 2025

Can a speech enhancer educated solely on actual noisy recordings cleanly separate speech and noise—with out ever seeing paired information? A crew of researchers from Brno University of Technology and Johns Hopkins University proposes Unsupervised Speech Enhancement utilizing Data-defined Priors (USE-DDP), a dual-stream encoder–decoder that separates any noisy enter into two waveforms—estimated clear speech and…

Read More This AI Paper Proposes a Novel Dual-Branch Encoder-Decoder Architecture for Unsupervised Speech Enhancement (SE)
AI Shorts Applications

A Coding Implementation to Build a Transformer-Based Regression Language Model to Predict Continuous Values from Text
ByRicardo October 5, 2025

We will construct a Regression Language Model (RLM), a mannequin that predicts steady numerical values immediately from textual content sequences on this coding implementation. Instead of classifying or producing textual content, we concentrate on coaching a transformer-based structure that learns quantitative relationships hidden inside pure language descriptions. We begin by producing artificial text-to-number information, tokenizing…

Read More A Coding Implementation to Build a Transformer-Based Regression Language Model to Predict Continuous Values from Text
Apps

I Tested Lovescape: Some Features Surprised Me
ByRicardo October 5, 2025

Lovescape is an AI-powered companion platform the place you may create, chat, and work together with your individual digital companions. Unlike many “sanitized” alternate options, it leans closely on being uncensored, private, and imaginative. Think of it as a digital area the place fantasies and storytelling collide, providing you with a mixture of intimacy, roleplay,…

Read More I Tested Lovescape: Some Features Surprised Me
Agentic AI AI Agents

Google Proposes TUMIX: Multi-Agent Test-Time Scaling With Tool-Use Mixture
ByRicardo October 4, 2025

What if, as an alternative of re-sampling one agent, you may push Gemini-2.5 Pro to 34.1% on HLE by mixing 12–15 tool-using brokers that share notes and cease early? Google Cloud AI Research, with collaborators from MIT, Harvard, and Google DeepMind, launched TUMIX (Tool-Use Mixture)—a test-time framework that ensembles heterogeneous agent types (text-only, code, search,…

Read More Google Proposes TUMIX: Multi-Agent Test-Time Scaling With Tool-Use Mixture
AI Daily News

Europe at a Crossroads: Von der Leyen Demands AI-Driven Car Revolution
ByRicardo October 4, 2025

European Commission President Ursula von der Leyen has thrown down the gauntlet, urging EU nations to embrace an “AI-first” technique within the automotive sector, with self-driving vehicles at the forefront. Speaking at Italian Tech Week in Turin, she declared that if the U.S. and China are already cruising with autonomous automobiles, Europe shouldn’t be left…

Read More Europe at a Crossroads: Von der Leyen Demands AI-Driven Car Revolution
AI Daily News

German AI Startup Black Forest Labs Eyes $4B Valuation Amid Generative Tech Boom
ByRicardo October 4, 2025

The AI scene in Europe simply obtained spicier. Black Forest Labs, the German startup behind the much-hyped FLUX picture fashions, is reportedly in talks to boost $200–300 million, aiming for a dizzying $4 billion valuation in accordance with Financial Times. Now, who would’ve thought a couple of years again {that a} quiet lab nestled in…

Read More German AI Startup Black Forest Labs Eyes $4B Valuation Amid Generative Tech Boom
Apps

Can AI Companions Replace Phone Calls With Real Emotion?
ByRicardo October 4, 2025

There’s one thing a few telephone name that texting by no means fairly matches. The pauses, the sighs, the little chuckles—it’s all a part of the music of human connection. But right here we’re in 2025, with AI companions getting into that intimate area. The query is: can they actually exchange the uncooked, messy, heartfelt…

Read More Can AI Companions Replace Phone Calls With Real Emotion?
Apps

Smitten Ai Chat Apps – My Honest Opinion
ByRicardo October 4, 2025

The world of AI chat apps is evolving quicker than most of us can sustain with. Just once you suppose you’ve seen all of it—chatbots that reply emails, digital assistants that guide your hair appointments—alongside comes a wave of Smitten AI apps. These aren’t about scheduling your dentist go to or writing up a quarterly…

Read More Smitten Ai Chat Apps – My Honest Opinion
AI Paper Summary AI Shorts

Can a Small Language Model Predict Kernel Latency, Memory, and Model Accuracy from Code? A New Regression Language Model (RLM) Says Yes
ByRicardo October 4, 2025

Researchers from Cornell and Google introduce a unified Regression Language Model (RLM) that predicts numeric outcomes straight from code strings—protecting GPU kernel latency, program reminiscence utilization, and even neural community accuracy and latency—with out hand-engineered options. A 300M-parameter encoder–decoder initialized from T5-Gemma achieves sturdy rank correlations throughout heterogeneous duties and languages, utilizing a single text-to-number…

Read More Can a Small Language Model Predict Kernel Latency, Memory, and Model Accuracy from Code? A New Regression Language Model (RLM) Says Yes

Author: Ricardo

How to Evaluate Voice Agents in 2025: Beyond Automatic Speech Recognition (ASR) and Word Error Rate (WER) to Task Success, Barge-In, and Hallucination-Under-Noise

This AI Paper Proposes a Novel Dual-Branch Encoder-Decoder Architecture for Unsupervised Speech Enhancement (SE)

A Coding Implementation to Build a Transformer-Based Regression Language Model to Predict Continuous Values from Text

I Tested Lovescape: Some Features Surprised Me

Google Proposes TUMIX: Multi-Agent Test-Time Scaling With Tool-Use Mixture

Europe at a Crossroads: Von der Leyen Demands AI-Driven Car Revolution

German AI Startup Black Forest Labs Eyes $4B Valuation Amid Generative Tech Boom

Can AI Companions Replace Phone Calls With Real Emotion?

Smitten Ai Chat Apps – My Honest Opinion

Can a Small Language Model Predict Kernel Latency, Memory, and Model Accuracy from Code? A New Regression Language Model (RLM) Says Yes

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