Adobe is pushing deeper into AI‑driven workflows with the launch of its Firefly AI Assistant, a conversational agent designed to operate across Photoshop, Premiere Pro, Illustrator, Lightroom, Express and more from a single interface. Announced alongside new video, image and… Read More »Adobe’s Firefly AI Assistant Aims to Orchestrate the Entire Creative Cloud from a Single Prompt
The rapid shift from simple chatbots to autonomous, system-level AI agents is reshaping how software is built, deployed, and governed. Tools like OpenClaw, Google’s Antigravity, and Anthropic’s Claude Cowork illustrate both the promise and the peril of this new “agentic”… Read More »Claude, OpenClaw, Antigravity and the High-Stakes Future of AI Agents
As security teams race to operationalize models, copilots, and agentic workflows, a less visible but foundational shift is happening underneath: vendors are converging on a shared way to describe security data. The Open Cybersecurity Schema Framework (OCSF) has quickly become… Read More »OCSF: How a Common Security Data Schema Is Powering the Next Wave of AI-Ready SOCs
The security world has spent the last year fixated on models, copilots, and agents. But beneath that visible layer, a quieter change is reshaping how defenses are actually built: vendors are converging on a shared way to describe security data.… Read More »How OCSF Became the Common Security Data Language for the AI Era
Andrej Karpathy is experimenting with a different way to give large language models durable memory: not with vector databases and classic RAG stacks, but with a living Markdown wiki that the model itself maintains. For AI engineers and architects wrestling… Read More »Inside Karpathy’s LLM Knowledge Base: A Markdown-First Alternative to RAG for Autonomous Archives
AI-assisted development is beginning to do more than speed up engineers. In at least one AI-first software company, it is quietly redrawing who builds product, how work flows, and which parts of the org chart still make sense. The catalyst:… Read More »When AI Lets Product Managers Ship Code, the Software Org Chart Has to Change
AI tooling in software development has a reputation problem. Many leaders have trialed code assistants and chat-based helpers, only to find that the promise of “10x engineering” collapses into underwhelming demos and half-finished experiments. Against that backdrop, one engineering organization… Read More »Inside an AI‑First Engineering Org: How One Team Hit 170% Throughput With 20% Fewer Developers
The enterprise voice AI market is consolidating around a few powerful vendors, most of whom operate closed, API-first platforms. Into that landscape, Mistral AI has introduced Voxtral TTS, a text-to-speech model that aims to match or exceed leading proprietary systems… Read More »Mistral’s Voxtral TTS Challenges ElevenLabs With Open-Weight, Enterprise-Ready Voice AI
As autonomous AI agents move from prototypes to real workloads, the core question is no longer whether a model can answer questions. That capability is assumed. The real risk emerges when an agent can act on your behalf — approving… Read More »How to Test and Safeguard Autonomous AI Agents Before They Touch Production
As AI tools move from experiments to everyday companions in knowledge work, they are quietly reshaping which skills matter most on teams. Deep specialists remain critical, but a different profile is rising in importance: the adaptable generalist who can work… Read More »How AI Is Making Generalists the New Trust Layer in ‘Vibe Work’
Voice AI is racing ahead, but the industry’s ability to measure it has lagged behind. While labs ship ever more capable real-time voice models, most benchmarks still rely on synthetic speech, English-only prompts, and tightly scripted test sets. For teams… Read More »Scale AI’s Voice Showdown Exposes Real-World Weaknesses in Leading Voice Models
Enterprise AI teams are starting to hit an uncomfortable truth about multi-agent systems: high-quality models are not enough. When agents are built on different platforms, by different teams, and wired into different slices of the data estate, they often act… Read More »Microsoft’s Fabric IQ Aims to Give Enterprise AI Agents a Shared Version of Reality