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Canonical sends Ubuntu into the AI agent era
UBUNTU SUMMIT Canonical is still experimenting with the format of the Ubuntu Summit series of free conferences, and its most recent instance, the 26.04 edition, was a primarily online event. There was a small in-person invited audience, which by our informal estimate was about half the size of the one at last October's edition. The event opened with a keynote from Canonical founder Mark Shuttleworth, and his opening sentence set the tone for much of what would follow: The agentic revolution...
JPMorgan Chase plans to deploy more powerful AI agents this year
JPMorgan Chase plans to deploy artificial intelligence agents later this year that can work autonomously for far longer than existing versions, marking another milestone in the corporate adoption of AI, CNBC has learned exclusively. AI agents are evolving from tools that complete single tasks to digital workers that manage workflows across multiple steps and disparate software programs, Derek Waldron, JPMorgan chief analytics officer, told CNBC in an interview. "We've entered now the era of...
Nvidia CEO Jensen Huang unveils 'new era of PC' for AI age: 5 Key takeaways from GTC
The headline announcement was a new PC developed in partnership with Microsoft, which Huang called "the biggest reinvention in 40 years. Nvidia CEO Jensen Huang stepped onto the stage in his trademark leather jacket to unveil the artificial intelligence company’s latest innovations at its annual GTC conference in Taiwan, often referred to as the “Super Bowl” of AI. From praising the place he was born and a new PC with Microsoft to touting AI agents.
The Three-Ring Architecture: Governing Agents in the Era of On-Platform Organisations
arXiv:2606.07119v1 Announce Type: new Abstract: The current phase of enterprise AI deployment faces a structural failure: organisations are acquiring agentic capability without the infrastructure to govern it. The result is expected to reproduce the error of the first wave of AI deployment: decentralised intelligence without a federation layer leading to a 95% project failure rate. This paper formalises the Three-Ring Architecture as the governing infrastructure of the on-platform organisation.
Nvidia CEO agrees with TCS, Salesforce, SAP CEOs: It's an incredible time to be a software company
Nvidia CEO Jensen Huang has echoed the optimism of global software leaders and pushed back against the fears of a looming “SaaSpocalypse,” telling audiences at Computex that the rise of agentic AI is creating unprecedented opportunities for software firms. Huang addressed concerns that AI agents could disrupt traditional SaaS models, saying: “A lot of people have said, ‘Jensen, AI is coming. Agentic AI is coming.
Snowflake buys Natoma to help freeze out rogue agents
Snowflake is acquiring Natoma, a startup that provides a gateway for managing AI agent permissions across enterprise applications. This acquisition is part of Snowflake's strategy to establish an "agentic control plane," ensuring that AI agents can interact with business systems while adhering to strict security and governance policies. Natoma's technology enforces identity verification and access controls at the level of individual tool calls, allowing for secure and controlled AI actions.
$5 billion-plus company GitLab cuts hundreds of jobs, exits 22 countries; CEO blames it on AI
GitLab is laying off around 350 employees, roughly 14% of its workforce, and pulling out of 22 countries—a restructuring CEO Bill Staples is pinning on what he calls the "agentic era" of software development. The DevSecOps company announced the cuts on Tuesday alongside a first quarter that beat Wall Street, with revenue up 23% to $264.2 million and adjusted earnings two cents above estimates. Shares climbed 7% after hours to $34.05, pushing market cap past $5 billion.
TadA-Bench: A Million-Variant Benchmark for Future-Round Discovery Toward Agentic Protein Engineering
Announce Type: cross Abstract: AI for scientific discovery is entering an agentic era, where protein-engineering systems are expected to prioritize future wet-lab experiments rather than merely fit static measurements. We introduce TadA-Bench, a million-variant wet-lab replay benchmark from 31 TadA directed-evolution rounds for future-round discovery toward agentic protein engineering. TadA-Bench preserves the campaign chronology and defines a fixed-data replay task: given earlier...
Knowledge Activation: AI Skills as the Institutional Knowledge Primitive for Agentic Software Development
arXiv:2603.14805v2 Announce Type: replace Abstract: Enterprise software organizations accumulate critical institutional knowledge - architectural decisions, deployment procedures, compliance policies, incident playbooks - yet this knowledge remains trapped in formats designed for human interpretation. The bottleneck to effective agentic software development is not model capability but knowledge architecture. When any knowledge consumer - an autonomous AI agent, a newly onboarded engineer, or...
Rethinking Search as Code Generation
Rethinking Search as Code Generation Evolving search from monolithic services to programmable primitives for the era of agent harnesses. Search is a core primitive for AI systems. Frontier models grow more capable by the month, but they still need access to fresh, accurate, and well-curated knowledge from the wider world.