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...
Introducing GPT-Rosalind for life sciences research
OpenAI introduces GPT-Rosalind, a frontier reasoning model built to accelerate drug discovery, genomics analysis, protein reasoning, and scientific research workflows.
AI Weekly Issue #484: Your AI chats can be used against you in court
Quick Hits
Chery sells humanoid robot to consumers for $42,000: The Chinese automaker ships the first mass-market humanoid. A car company is now a robotics company. The price will halve by next year.
Claude Code Routines launches: Hit 686 points on Hacker News. Automate repetitive dev workflows wit...
Accelerating the cyber defense ecosystem that protects us all
Leading security firms and enterprises join OpenAI’s Trusted Access for Cyber, using GPT-5.4-Cyber and $10M in API grants to strengthen global cyber defense.
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.
AI Is Writing Our Code Faster Than We Can Verify It
This is the third article in a series on agentic engineering and AI-driven development. Read part one here, part two here, part three here, and look for the next article on April 23 on O’Reilly Radar. Here’s the dirty secret of the AI coding revolution: most experienced developers still don’t really...
OpenAI updates the Agents SDK with native sandbox execution and a model-native harness, helping developers build secure, long-running agents across files and tools.
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...