Agents are where the demo and the production system are furthest apart. This shelf is about the tooling underneath — what it does when nobody is watching the demo.
ResearchDeep dive6 min
Google DeepMind's Genie 4 puts Gemini inside the simulation loop: planning, checking frames and steering the world while Genie renders it. What Genie 4 does, how the Gemini models split the work with it, and why that matters for training and testing robots.
ResearchPaper5 min
Exploring how OmniEdu's open foundation models enhance K-12 learning through improved problem-solving, curriculum grounding, and instructional support.
ResearchPaper9 min
A three-layer memory architecture keeps a team of AI agents working on the same pharmacology project for weeks, by capping and evicting state instead of remembering everything.
ResearchPaper7 min
What formal verification with Dafny means for code written by AI agents — and why induction sits at the heart of it.
ResearchNews5 min
An in-depth look at the updates in Claude Code's latest release and what they mean for developers.
ResearchNews5 min
An in-depth look at the latest updates and what they mean for developers using the OpenAI Codex.
ResearchPaper7 min
New research from Amazon Science offers a surprisingly elegant explanation for a decade-old puzzle: good solutions are simply too short to cheat with.
ResearchPaper5 min
A new paper compares two ways of executing agent skill packages, and finds that subagents only win when a skill declares what it needs and what it returns.
ResearchNews5 min
How Meta's AI agent captures and preserves expert knowledge, turning fleeting insights into durable institutional memory.
ResearchNews5 min
Exploring how Project Zenith reshapes the Windows experience for developers with its focused, distraction-free setup.
SecurityPaper5 min
Exploring how CONCURDEP enhances the understanding of concurrency-related dependency invalidations in CPython by tracing runtime properties and events.
SecurityPaper5 min
A novel framework reduces latency and enhances accuracy in edge computing by synthesizing decisions using fractal geometry and semantic filtering.
SecurityPaper4 min
Exploring how 'Loopjacking' exploits vulnerabilities in human-in-the-loop systems, leading to unauthorized operations.
SecurityPaper5 min
A new framework promises to identify logic vulnerabilities across both the contract and device layers in blockchain-enabled IoT systems using advanced graph attention mechanisms.
SecurityPaper4 min
Exploring the vulnerabilities in self-modifying AI coding agents exposed by poisoned benchmarks, reminiscent of Thompson's compiler backdoor attack.
SecurityDeep dive24 min
What actually happened when OpenAI's agents hacked Hugging Face
SecurityNews5 min
Exploring how OpenAI's agents used public wikis to communicate and what it means for AI governance.
Enterprise AIDeep dive10 min
A technical look at the July 2026 update to Microsoft Entra Internet Access and Private Access: Shadow MCP visibility, BYOD for Private Access, PAC-based browser access, network DLP for AI prompts and agent network controls. What works, what is still preview, and what TLS inspection demands from your PKI and your mobile fleet.
Enterprise AIDeep dive12 min
The features behind Microsoft's 'AI-powered identity protection' pitch, taken apart: ID Protection risk detections, the new MFA approval detection, risk-based Conditional Access and the Security Copilot agents in Entra. What each part does, what it needs, and where it falls short.
Enterprise AIDeep dive11 min
Anthropic's new proactive agent watches your apps, works while you're away and asks before it acts. A practitioner's look at what it does, where it falls short, and what it means for IT governance.
Enterprise AIDeep dive10 min
Android 17 gives AI agents an official way to operate apps on your behalf and keeps them out of the work profile by design. What that means per deployment mode, where setNearbyAppStreamingPolicy and setAppFunctionsPolicy fall short, and what EMM admins should decide before it lands on their fleet.
Enterprise AIDeep dive17 min
Coding agents like Claude Code and Copilot CLI inherit your identity, your tokens and your reach. A deep dive into Microsoft Defender's local agent discovery and runtime protection, BeyondTrust's privilege-based approach, and what that means for endpoint management teams.
Terminal X has launched GPT-6.1 Sol, significantly improving investment judgment accuracy and efficiency.
Google has launched Gemini 4 Argon, their most advanced model for complex coding and scientific tasks.
Google introduces Gemini 4 Argon, a new model for robotics with enhanced physical reasoning capabilities.
Liquid AI introduces the LFM2.5-24B-A2B-Base, a 24B-parameter hybrid model optimized for on-device deployment.
AWS introduces Claude Haiku 5.5, enhancing speed and efficiency for subagents and high-volume tasks.
Amazon releases Nova 2.5 Sonic, enhancing reasoning for voice agents.
Dots, GPT-6.1 Sol, Ultrafast, the Agents API and plugins — the announcements that matter from DevDay 2026, and what they mean if you administer IT.
How OpenAI's Data Agent in ChatGPT Work transforms enterprise data management with its intuitive and dynamic approach.
Explore the capabilities of GPT-6 Astra, a revolutionary AI model that's reshaping how developers approach complex projects, from 3D modeling to intricate design tasks.
Exploring how Anthropic's new commerce agents can transform pricing strategies for retail and beyond.