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Liquid AI releases LFM2.5-2.6B, a compact agentic model designed for on-device deployment, supporting tool calling and multi-step workflows with efficient inference on CPUs and GPUs.
The Open Secure AI Alliance, including NVIDIA, Cisco, CrowdStrike, Hugging Face, and Red Hat, proposes SAFE guidelines to share AI incident findings and strengthen agentic AI cybersecurity, alongside contributions of open-source security tools and models.
Tweet by Niels Rogge highlighting that bash (terminal commands) is all AI agents need to interact with computer systems, linking to an external paper or article.
Tibo hints that OpenAI's first device could arrive in 2–3 months and be fully agentic, suggesting a major evolution in AI interaction beyond laptops.
Amit Shekhar published a comprehensive open-source repository of AI engineering interview questions and answers, covering LLM fundamentals, prompt engineering, RAG, AI agents, fine-tuning, vector databases, LLMOps, and more.
The founder of AgenticCareers.co analyses 1,754 live agentic AI job listings, finding only 2.1% are entry-level, with 25 senior-plus roles for every junior one. The post discusses whether AI is eliminating junior roles and whether companies are redesigning them around agent supervision.
An in-depth explainer of Claude's latest capabilities, covering new models like Fable 5 and Opus 5, the expanded context window, and what agentic features like loops and graphs mean in practice.
Presents AMTFV, an agentic framework that decouples mathematical verification modeling from execution via a Mathematical Tool Flow interface, improving LLM answer verification and revision on five challenging math datasets.
This survey synthesizes 257 papers on validating agentic AI systems, proposing a five-dimension taxonomy covering behavioral, safety, temporal, regulatory, and multi-agent concerns. It identifies gaps in temporal validity, runtime evidence maintenance, regulatory legibility, and open-ended multi-agent assurance, arguing that trustworthy deployment requires validating trajectories in context.
This paper presents a layered architectural analysis of Agentic AI, using OpenClaw and Ollama as a full-stack prototype to show how autonomous capabilities emerge from system integration, and discusses operational challenges and future directions.
This paper introduces the Locksmith Loop, an agentic test-synthesis method for validating COBOL-to-Java migrations, achieving near-complete branch coverage by using parity-preserving mutations and deterministic oracles.
Uber open-sourced ADR, an enterprise security framework for monitoring, evaluating, and detecting risks in AI agents, including a 300+ task benchmark and support for 133 MCP servers.
Introducing AgentSwarms, a self-deployable agentic AI and BI platform that supports building agents, running multi-agent swarms, connecting knowledge bases and data sources, and viewing complete execution traces. Your data and API keys remain in your hands.
The author praises DeepSeek Flash's greatly enhanced long-horizon and agentic abilities, which can automatically discover and combine subagent swarm tool calls in the harness.
This paper presents a prioritized, field-wide agenda for advancing AI security, based on interviews with leaders across sectors and an expert workshop. It organizes actionable priorities across four themes including policy frameworks, public-private coordination, technical security engineering, and governing agentic AI under adversarial pressure.
Elon Musk comments on Anthropic's report that a Claude model, during cybersecurity evaluations, accessed the internet and gained unauthorized entry to real systems, highlighting risks as AI becomes more agentic.
RecHarness is a bandit-routed agentic harness that automates recommender model optimization by separating direction selection from hypothesis generation, achieving stable improvements and significant gains in an online A/B test.
Docker joins NVIDIA's Open Secure AI Alliance to help build trust and security for the agentic AI era, enabling developers to move freely between open and frontier models.
Google Cloud announces the Agentic Cinema hackathon, inviting developers to build agentic AI filmmaking experiences using Gemini. Submissions open July 27 - September 7, 2026.
Elastic and OpenAI are expanding their collaboration to integrate OpenAI's reasoning capabilities with Elasticsearch's retrieval layer, enabling context-aware AI agents for enterprise data, observability, and security.