Imagine a healthcare system made up of multiple AI agents: one that manages symptom assessment, another scheduling, a third insurance, and a fourth pharmacy. Each is an expert in its domain. But they all have their own distinct knowledge and objectives. Today they can exchange data, but they are not...
Building the enterprise environment for agentic AI
For the enterprise, the promise of agentic AI is much more than just a better chatbot. It is software agents that execute business tasks end-to-end across people, business workflows, data, and systems. The platform best-suited to run agents is built with proper CPU capacity, resilient data access, p...
Paper Raises $34M Series A to Build Design Platform for AI Agents
Companies including Ramp, Lovable, and Vercel have adopted Paper Paper, the design platform for the agentic era, today announced its $34 million Series A with Accel and ICONIQ. Investors participating include Designer Fund, Michael Grinich (WorkOS), Anton Osika (Lovable), and engineers and designers...
Ropedia Secures $30 Mn to Scale Data Infrastructure for Physical AI
Funds were raised in two pre-A rounds and will back global expansion of the company’s real-world interaction data platform for robotics and embodied AI systems Ropedia, a Singapore-based startup building data infrastructure for physical AI, today announced it has raised US$30 million dollars in pre-...
Norway’s health system selects Wolters Kluwer UpToDate Enterprise Edition
Enterprise Clinical Decision Support solution available to 30,000 clinicians in more than 50 Norwegian hospitals Wolters Kluwer Health announced that Norway’s health system has renewed its adoption of UpToDate Enterprise Edition, a market-leading Clinical Decision Support (CDS) solution, for its nat...
Industry Leaders Unite in Open Secure AI Alliance for AI Safety and Security
Open source software is a critical pillar of the global economy. It underpins cloud computing, financial services, manufacturing, telecommunications, government and internet services by making technology accessible and observable to communities of experts. Cybersecurity is among the top three benef...
mimik Operationalizes Agentic AI on AMD Ryzen AI Embedded X100
mimik today announced mimOE™ Embedded Edition, a package of its Agentix Operating Engine and a set of purpose-built tools for the AMD Ryzen™ AI Embedded X100 Series processor, the newest processor in a family designed for physical AI, autonomous systems, and industrial automation. Available to downl...
Forrester Names Omnissa Leader in Endpoint Management Platforms
Omnissa®, a leading AI-driven digital work platform company, today announced it has been named a Leader in The Forrester Wave™: Endpoint Management Platforms, Q2 2026. The company received the highest score possible in the innovation criterion, as well as the highest scores possible in the self-heal...
KXLM.ai Launches the Enterprise Reasoning Platform
Company launches a new category of AI designed to improve enterprise decision-making through structured multi-model deliberation KXLM.ai™ today announced the launch of its Enterprise Reasoning Platform, a new category of artificial intelligence designed to help organizations make better decisions th...
Lorikeet Appoints Jerry Brooner Chief Revenue Officer
Former Dropbox, SAP, and Decagon go-to-market leader will bring Lorikeet’s AI concierge to more regulated teams resolving their hardest support cases. Lorikeet, the AI concierge platform for complex, regulated businesses, today announced that Jerry Brooner has joined as Chief Revenue Officer. Broone...
Cyberhaven Adds ChatGPT Enterprise and Claude Compliance Integrations
New compliance API integrations give security and compliance teams visibility into sensitive data across ChatGPT Enterprise and Claude Enterprise workflows Cyberhaven, the leader in data security for the agentic enterprise, today announced new compliance API integrations with OpenAI’s ChatGPT Enterp...
MulticoreWare, AMD Partner to Advance Physical AI and Robotics
Companies Demonstrated Real-Time Multimodal AI and Vision-Language-Action Workflows on AMD Ryzen™ AI Platforms at AMD Advancing AI 2026 MulticoreWare, Inc., a global technology company specializing in AI software solutions, physical AI, accelerated computing, and engineering services, today announc...
arXiv:2607.21633v1 Announce Type: new
Abstract: Logic Gate Networks (LGNs) implement computation through compositions of Boolean operations, yet unlike classical Boolean circuits, existing LGNs do not reliably benefit from increased depth. We identify two distinct causes: optimization collapse in d...
Toward User-Conditioned Evaluation of Personal LLM Agents under Temporal Interventions
arXiv:2607.21635v1 Announce Type: new
Abstract: Personal agents maintain memories, learned skills, tool configurations, and policy state that evolve with each user. Existing agent benchmarks often evaluate these capabilities in isolation: tool benchmarks test invocation under fixed APIs, memory ben...
Measuring the Dependency Gap: Diagnosing Inter-Column Fidelity in Tabular Generative Models
arXiv:2607.21636v1 Announce Type: new
Abstract: Synthetic tabular data is valued for preserving not only each column's marginal distribution but the dependencies between columns -- structure that carries much of the discriminative signal for minority classes in imbalanced domains such as fraud and ...
FlowEvo: Self-Evolving Agents through the Co-Evolution of Workflows and Executable Skills
arXiv:2607.21596v1 Announce Type: new
Abstract: Large language model agents increasingly solve complex tasks by constructing inference-time workflows that combine reasoning, tool use, and code execution. While such workflows enable flexible problem solving, the useful procedures discovered during e...
Risk Is Not the Target: A Monotonic Framework for Evaluating Wildfire Operational Risk Signals
arXiv:2607.21597v1 Announce Type: new
Abstract: Evaluating wildfire risk systems using standard machine-learning metrics such as F1-score or IoU is fundamentally flawed: these metrics assess event prediction accuracy, not the operational coherence of a continuous risk signal. This work proposes a n...
Securing Multimodal AI through Internal Information Decomposition
arXiv:2607.21600v1 Announce Type: new
Abstract: Multimodal large language models introduce attack surfaces absent in unimodal systems: adversaries can distribute malicious intent across modalities to evade unimodal safeguards. This motivates using cross-modal consistency as a detection signal rathe...
Transferable Latency Prediction for Fast LLM Screening on Heterogeneous Edge Devices
arXiv:2607.21602v1 Announce Type: new
Abstract: Accurate latency prediction is critical for deploying large language models (LLMs) on heterogeneous edge devices, where inference latency is affected by model architecture, prompt behavior, runtime backend, hardware utilization, dynamic voltage and fr...
Intelligence is Free, Now What? Data Systems for, of, and by Agents
... government of the people, by the people, for the people ...
— Abraham Lincoln, Gettysburg Address (1863)
The cost of AI is dropping rapidly. GPT-4-class capabilities cost roughly $30 per million tokens in early 2023; today the same runs under $1, and some providers are pushing costs below ...
GH-ESD: Grounded Hypothesis-Driven Error Slice Discovery for Instance-Level Vision Tasks
Systematic failures of vision models on semantically coherent subsets, known as error slices, reveal limitations in robustness and evaluation. Existing slice discovery approaches largely model slices as clusters in representation space or combinations of predefined attributes. While effective for im...