There’s a fault line running through enterprise AI, and it’s not the one getting the most attention. The public conversation still tracks foundation models and benchmarks — GPT versus Gemini, reasoning scores, and marginal capability gains. But in practice, the more durable advantage is structural: ...
UCSD and Together AI Research Introduces Parcae: A Stable Architecture for Looped Language Models That Achieves the Quality of a Transformer Twice the Size
The dominant recipe for building better language models has not changed much since the Chinchilla era: spend more FLOPs, add more parameters, train on more tokens. But as inference deployments consume an ever-growing share of compute and model deployments push toward the edge, researchers are increa...
A Coding Implementation to Build Multi-Agent AI Systems with SmolAgents Using Code Execution, Tool Calling, and Dynamic Orchestration
In this tutorial, we build an advanced, production-ready agentic system using SmolAgents and demonstrate how modern, lightweight AI agents can reason, execute code, dynamically manage tools, and collaborate across multiple agents. We start by installing dependencies and configuring a powerful yet ef...
AI x Crypto: How AI Is Transforming DeFi, Exchanges, and Blockchain Development
AI is reshaping crypto—from intelligent DeFi mining and autonomous smart‑contract development to AI‑driven exchanges and quantum‑ready security. Explore how AI is becoming the operating system of modern blockchain ecosystems.
The musician-turned-biotech-founder waiting to fundraise
When Grammy-nominated singer-songwriter Aloe Blacc got COVID despite being vaccinated and boosted, he tried to fund research for a better solution. What he quickly found out? You can’t just write a check in biotech. Regulators require a commercialization plan, and philanthropy doesn’t move science t...
AI Reality Check: The Data Quality Crisis No One Wants to Admit
In this week's edition of AI Reality Check, we focus on data, specifically the availability of sufficient data quality. AI is running out of clean, human-generated data. This article exposes the hidden crisis threatening scaling laws, model reliability, and the future of frontier AI.
A Technical Deep Dive into the Essential Stages of Modern Large Language Model Training, Alignment, and Deployment
Training a modern large language model (LLM) is not a single step but a carefully orchestrated pipeline that transforms raw data into a reliable, aligned, and deployable intelligent system. At its core lies pretraining, the foundational phase where models learn general language patterns, reasoning s...
Google AI Launches Gemini 3.1 Flash TTS: A New Benchmark in Expressive and Controllable AI Voice
Google has introduced Gemini 3.1 Flash TTS, a preview text-to-speech model focused on improving speech quality, expressive control, and multilingual generation. Unlike previous iterations that prioritized simple conversion, this release emphasizes natural-language audio tags, native support for more...
Adobe’s new Firefly AI assistant can use Creative Cloud apps to complete tasks
Adobe says the assistant can work across apps like Firefly, Photoshop, Premiere, Lightroom, Express, Illustrator and its other apps to do tasks for you.
Entrust Names Ajay Jindal and Erika Cowen to Senior Leadership Team
Entrust, a global leader in identity-centric security solutions, announced the appointments of Ajay Jindal as Senior Vice President of Business Process & Automation and Erika Cowen as Senior Vice President of Customer Success. Both leaders report to Tony Ball, CEO of Entrust, and join the company’s ...
Splashtop Launches Unified Platform for Modern IT Operations
With autonomous endpoint management at its core, the AI-assisted, cloud-native platform unifies IT operations, security, remote support, and remote access into one streamlined experience. After 20 years of trusted remote performance, Splashtop® has announced the launch of its unified platform for mo...
ThreatModeler, the leader in AI-driven threat modeling, has appointed Kevin Gallagher as Chief Executive Officer. Gallagher will lead the company’s strategy, go-to-market execution, and post-merger integration following ThreatModeler’s acquisition of IriusRisk, the landmark deal that united the top ...
Q4 acquires Virtua Research, adds AI consensus to IR workflows
Q4 Inc. Acquires Virtua Research to Bring AI-Powered Consensus Management to IR Operations Acquisition adds analyst consensus data to Q4 platform—with Q4’s AI applied to help IR teams identify shifts and proactively manage market expectations Q4 Inc. (Q4), the leading provider of AI-driven IR Ops so...
New Solution Delivers Instant, Package-Level Answers, Decision-Ready Insights and Context Without Dashboards, Spreadsheets, Or Manual Analysis Reveel™, the only Shipping Intelligence™ Platform with Parcel Spend Management 2.0 (PSM 2.0) technology, today announced the launch of Reveel IQ, a new AI-po...
Yobi, Microsoft Partner on AI for Predictive Behavior Insights
Collaboration unlocks unprecedented access to AI-powered personalization for enterprises Yobi and Microsoft technologies propel Wolverine Worldwide Inc.’s (NYSE: WWW) Merrell and Saucony brands to higher ROI and accelerated new customer acquisition across priority audiences Yobi, the leading behavio...
Google DeepMind Releases Gemini Robotics-ER 1.6: Bringing Enhanced Embodied Reasoning and Instrument Reading to Physical AI
Google DeepMind research team introduced Gemini Robotics-ER 1.6, a significant upgrade to its embodied reasoning model designed to serve as the ‘cognitive brain’ of robots operating in real-world environments. The model specializes in reasoning capabilities critical for robotics, including visual an...