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With the ecosystem of agentic tools and frameworks exploding in size, navigating the many options for building AI systems is becoming increasingly difficult, leaving developers confused and paralyzed when choosing the right tools and models for their applications. In a new study, researchers from multiple institutions present a comprehensive framework to untangle this complex web. …

New framework simplifies the complex landscape of agentic AI Read More »

Presented by Microsoft and NVIDIA As the world’s leading platform providers and champions for advancing AI globally, NVIDIA and Microsoft continue to deliver unequaled value for organizations investing in and deploying AI. The companies’ collaborative efforts at the 2025 Microsoft Ignite conference offered tangible proof, introducing practitioners and decision-makers to new and expanded AI infrastructure …

Inside Microsoft Ignite: How Microsoft and NVIDIA are redefining the AI stack Read More »

The drumbeat for AI is deafening. We’re surrounded by a mix of hype, fear and intense pressure to do something with this technology that seems to be advancing at the speed of light. For CIOs and enterprise technology leaders, the path forward can seem murky and fraught with the risk of missteps. But I believe …

Why CIOs must lead AI experimentation, not just govern it Read More »

For the past year, enterprise decision-makers have faced a rigid architectural trade-off in voice AI: adopt a “Native” speech-to-speech (S2S) model for speed and emotional fidelity, or stick with a “Modular” stack for control and auditability. That binary choice has evolved into distinct market segmentation, driven by two simultaneous forces reshaping the landscape. What was …

The enterprise voice AI split: Why architecture — not model quality — defines your compliance posture Read More »

Researchers at Google and MIT have conducted a comprehensive analysis of agentic systems and the dynamics between the number of agents, coordination structure, model capability, and task properties. While the prevailing sentiment in the industry has been “more agents is all you need,” the research suggests that scaling agent teams is not a guaranteed path …

Research shows ‘more agents’ isn’t a reliable path to better enterprise AI systems Read More »

It’s refreshing when a leading AI company states the obvious. In a detailed post on hardening ChatGPT Atlas against prompt injection, OpenAI acknowledged what security practitioners have known for years: “Prompt injection, much like scams and social engineering on the web, is unlikely to ever be fully ‘solved.’” What’s new isn’t the risk — it’s …

OpenAI admits prompt injection is here to stay as enterprises lag on defenses Read More »

Unrelenting, persistent attacks on frontier models make them fail, with the patterns of failure varying by model and developer. Red teaming shows that it’s not the sophisticated, complex attacks that can bring a model down; it’s the attacker automating continuous, random attempts that will inevitably force a model to fail. That’s the harsh truth that …

Red teaming LLMs exposes a harsh truth about the AI security arms race Read More »

Presented by EdgeVerve Artificial intelligence (AI) has long promised to change the way enterprises operate. For years, the focus was on assistants, systems that could surface information, summarize documents, or streamline repetitive tasks. While valuable, these technological assistants were reactive: they waited for human prompts and provided limited support within narrow boundaries. Today, a new …

From assistance to autonomy: How agentic AI is redefining enterprises Read More »

While Silicon Valley debates whether artificial intelligence has become an overinflated bubble, Salesforce’s enterprise AI platform quietly added 6,000 new customers in a single quarter — a 48% increase that executives say demonstrates a widening gap between speculative AI hype and deployed enterprise solutions generating measurable returns. Agentforce, the company’s autonomous AI agent platform, now …

While everyone talks about an AI bubble, Salesforce quietly added 6,000 enterprise customers in 3 months Read More »

João Freitas is GM and VP of engineering for AI and automation at PagerDuty As AI use continues to evolve in large organizations, leaders are increasingly seeking the next development that will yield major ROI. The latest wave of this ongoing trend is the adoption of AI agents. However, as with any new technology, organizations must …

Agent autonomy without guardrails is an SRE nightmare Read More »