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20 Jun 2026

AI, user data and the asymmetry of understanding

IndustryDGX agent

Every time users belatedly discover that an artificial intelligence feature has been drawing on their data in ways they did not fully grasp, the reaction is often an instinctive sense of violation – o

Mississippi Department of Revenue balances cloud modernization with security-first AI adoption

IndustryDGX agent

Public sector organizations are increasingly rethinking how they manage critical infrastructure as demands for always-on digital services and greater operational efficiency continue to grow. As govern

19 Jun 2026

Elastic reportedly acquires site reliability engineering startup Deductive AI

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Elastic NV has reportedly acquired Deductive AI Inc., a startup with a platform that helps enterprises fix errors in their technology infrastructure. TechCrunch on Thursday cited a source as saying th

US energy regulator moves to speed up data center projects

IndustryDGX agent

The U.S. Federal Energy Regulatory Commission has issued a set of orders designed to expedite data center projects. The agency’s five commissioners unanimously approved the directives on Thursday. The

11 Jun 2026

Anthropic’s Dario Amodei wants governments to have the power to block ‘dangerous’ AI systems

IndustryDGX agent

Anthropic PBC Chief Executive Dario Amodei is calling on the U.S. government to block the deployment of dangerous artificial intelligence models in the same way as it prevents unsafe airplanes from ta

Data center infrastructure startup TensorWave raises $350M to help break Nvidia’s AI chip monopoly

HardwareDGX agent

Cloud-based artificial intelligence infrastructure startup TensorWave Inc. said today it has closed on a bumper 350 million Series B funding round as it strives to meet demand for an alternative to Nv

Google open-sources speedy DiffusionGemma text diffusion model

Model ReleasesDGX agent

Google LLC today released DiffusionGemma, a large language model based on an emerging machine learning approach known as text diffusion. The company says the algorithm can generate text four times fas

With chatbot regulation, Canada proposes a ban on social media for under 16s

IndustryDGX agent

The government of Canada announced today that it’s mulling a ban on social media for children under 16, though unlike some other countries that have already introduced such a ban, Canada has said the

10 Jun 2026

AI FinOps requires new forecasting and real-time governance as AI costs surge

IndustryDGX agent

AI FinOps is busy rewriting the rules of cloud financial management, systematically dismantling its own rulebook, which took nearly a decade to write. The shift goes deeper than simple cost optimizati

Akash Systems brings diamond cooling to AI infrastructure

IndustryDGX agent

Akash Systems Inc. believes it has a solution for the heat problem of graphics processing units: lab-grown diamonds. The company originally got its start in space, managing solar radiation on satellit

Automated governance is FinOps’ next frontier as AI spend spirals beyond engineering teams

ApplicationsDGX agent

Artificial intelligence is creating a new class of cloud cost problem — one that no longer belongs exclusively to engineers. As AI tools put spend capabilities into the hands of sales, finance and exe

AWS’ powerful Graviton5 CPU makes its debut in new M9g and M9gd cloud instances

HardwareDGX agent

Amazon Web Services Inc.’s next-generation custom silicon is finally being made accessible to customers for the first time with the launch of the Elastic Compute Cloud M9g and M9gd instances. They’re

Cyera raises 600M at 12B valuation amid flurry of cybersecurity investments

IndustryDGX agent

Cyera Ltd., a startup that helps organizations track and secure their data assets, has raised 600 million from investors at a 12 billion valuation. The company is one of three cybersecurity providers

Dell’s Microsoft/AMD collaboration: Three insights you may have missed from theCUBE’s coverage of Dell Technologies World

IndustryDGX agent

Strategic AI partnerships play a central role in the deployment of Dell Technologies Inc.’s initiatives. The company’s alliances with chipmakers, virtualization leaders, cloud providers, and a host of

Enterprises rethink FinOps as AI shifts cost dynamics

IndustryDGX agent

AI is reshaping AI cost management, forcing organizations to rethink how they create and measure value. As AI spending accelerates, enterprises are seeking new ways to connect AI investments with meas

Exclusive: MotherDuck adds agentic data ingestion to its cloud analytics service

AgentsDGX agent

MotherDuck Corp., the maker of a cloud-native data warehouse based on the open-source DuckDB analytical engine, is betting that artificial intelligence agents will reshape how data pipelines are built

Exclusive: Relai raises $6.9M to enable verifiable and continuous learning for AI agents

AgentsDGX agent

Artificial intelligence infrastructure startup Relai Inc. said today it has closed on 6.9 million in funding as it bids to ensure the reliability of autonomous AI agents for enterprises. The company a

FinOps AI goes beyond token economics as agentic costs emerge

AgentsDGX agent

As FinOps AI strategies continue to emerge,the familiar cloud cost management approach is breaking down — and organizations that fail to adapt risk runaway spending on workloads they barely understand

FinOps discipline finds its footing in managing AI spend as token economics reshape enterprise budgets

ApplicationsDGX agent

As generative AI accelerates from a product experiment into a core enterprise operating cost, the discipline of FinOps is evolving rapidly around managing AI spend, introducing a layer of complexity t

Google’s Gemini 3.5 Live Translate enables realistic translation at the speed of natural conversations

Model ReleasesDGX agent

Google LLC’s newest artificial intelligence tool promises to bring real-time translation to every smartphone user, enabling more natural and fluid conversations between speakers of different languages

HPE’s Unleash AI takes aim at the ‘AI pilot trap’

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For all the excitement artificial intelligence has generated, success is still eluding many companies. A recent PricewaterhouseCoopers LLP study found that just 20% of enterprises are achieving at lea

Intelligence layer becomes the enterprise AI control plane for enterprise AI

ApplicationsDGX agent

As enterprises accelerate past AI experimentation into full-scale production, the central challenge has shifted from accessing models to managing the organizational context those models need to act re

Jedify raises $24M to give enterprise AI agents the business context they lack

ApplicationsDGX agent

Enterprise artificial intelligence context startup Jedify Inc. today announced that it has raised 24 million in new funding to build what it calls context graphs that give AI agents the business knowl

Lium raises $5.5M to unlock complex scientific data for AI models

AgentsDGX agent

Lium, a startup formerly known as Astromind, today announced the launch of an “agentic harness” that helps large language models dig into the most complex and messiest datasets. The launch comes after

Microsoft patches record 200-plus vulnerabilities as AI accelerates bug discovery

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Microsoft Corp. has patched more than 200 security vulnerabilities, the most the company has ever fixed in a single Patch Tuesday, as researchers say artificial intelligence bug-hunting is the reason

Neura Robotics to raise up to $1.4B from Nvidia-backed consortium

HardwareDGX agent

Automation startup Neura Robotics GmbH is raising a funding round worth up to 1.4 billion from a group of prominent investors. The company detailed today that the consortium includes Amazon.com Inc.,

NinjaOne raises $400M+ for its endpoint management platform

IndustryDGX agent

NinjaOne Inc., a startup with a platform for managing information technology infrastructure, today announced that it has raised more than 400 million in secondary funding. The share sale marks the sec

Oracle’s AI investments spook investors despite another impressive earnings and revenue beat

IndustryDGX agent

Shares of Oracle Corp. fell 9% in late trading today even though it surpassed Wall Street’s expectations on earnings and revenue and raised its profit forecast for the next financial year. The problem

Securing the AI workforce: Zscaler’s zero-trust play for agentic AI

AgentsDGX agent

Since Zscaler Inc.‘s launch, the company’s mission has been to disrupt traditional access and security with its Zero Trust platform. At its user event, Zenith Live, in Las Vegas, the company made its

Visa partners with OpenAI to let AI agents make payments for users

AgentsDGX agent

Visa Inc. has struck a deal with OpenAI Group PBC to let artificial intelligence agents make payments for users, bringing one of the world’s largest payment networks into ChatGPT’s push toward agentic

What to expect at the Databricks Data + AI Summit: Join theCUBE June 16

ApplicationsDGX agent

This new era of artificial intelligence is all about getting the most value out of data, and Databricks Inc. is at the center of that development. Following competitor Snowflake Inc.’s annual summit l

What to expect during Pure Accelerate: Join theCUBE June 17

ApplicationsDGX agent

Enterprise storage is being repositioned for the artificial intelligence era, and one of the leading players in the field has actively pursued an agenda aimed at operationalizing data. Everpure Inc.,

Zscaler unveils ZAgent Framework to automate zero-trust SASE operations

AgentsDGX agent

Zscaler Inc. today unveiled a major expansion of its zero-trust SASE platform, adding an agentic framework that lets administrators manage the system through natural-language prompts and extending its

9 Jun 2026

AI infrastructure cost control startup PointFive gets $60M to help enterprises save

IndustryDGX agent

FinOps startup PointFive Inc. said today it has raised 60 million from investors who are betting on its ability to help companies keep a lid on the spiralling costs of running artificial intelligence

Anthropic sets AI performance records with new Mythos 5, Fable 5 frontier models

Model ReleasesDGX agent

Anthropic PBC today introduced Claude Mythos 5 and Claude Fable 5, two large language models that it says outperform the competition across a wide range of benchmarks. The LLMs are derived from the Cl

AWS debuts AWS FinOps Agent to help customers optimize their cloud spending

Model ReleasesDGX agent

Amazon Web Services Inc. today introduced an artificial intelligence tool designed to help organizations lower their cloud bills. AWS FinOps Agent is initially available in public preview. It’s the la

Beacon raises $225M to acquire and optimize software companies

IndustryDGX agent

Beacon Software Inc., a startup that buys and operates software businesses, has raised 225 million in a Series C funding. The company stated in its announcement of the deal today that HarbourVest and

Data center modernization unlocks AI budget headroom as enterprises fund new AI workloads

AgentsDGX agent

As enterprise AI budgets hit their limits earlier each year, the pressure to fund new agentic and inference workloads without expanding total spend is forcing a fundamental rethink of infrastructure a

Datadog launches more than 100 features at DASH to push autonomous AI ops

Model ReleasesDGX agent

Observability and security platform company Datadog Inc. today unveiled more than 100 new capabilities at its annual DASH 2026 conference, headlined by a major expansion of its Bits AI agents that the

Decentralized lending protocol Morpho raises $175M to build the world’s biggest open credit network

IndustryDGX agent

The decentralized lending protocol Morpho, widely regarded as the closest competitor to Aave, said today it has raised 175 million in funding that increases its valuation to more than 2 billion. Parad

DTEX adds AI Risk Management to track how agents and employees use AI

AgentsDGX agent

Behavioral intelligence security company DTEX Systems Inc. today introduced an expanded AI Risk Management product that reads the intent behind how employees and autonomous artificial intelligence age

Earlytrade raises $10M to bring agentic AI to construction payments

AgentsDGX agent

Earlytrade Pty. Ltd., a company solving payments flow for contractors in the construction industry, today announced it has raised about 10 million in new funding. Today’s capital infusion brings the t

Filigran launches XTM One to automate threat exposure management with AI agents

Model ReleasesDGX agent

French cybersecurity company Filigran SAS today launched XTM One, an artificial intelligence orchestration layer that automates continuous threat exposure management workflows across its platform. XTM

FinOps FOCUS specification becomes the common language for AI cost accountability

IndustryDGX agent

As artificial intelligence drives a new wave of token-based spend across cloud and on-premises environments, enterprises are discovering that understanding what they actually owe — and to whom — is ha

FOCUS specification eyes AI token economics as AI billing complexity hits a new frontier

HardwareDGX agent

AI token economics is creating a data normalization crisis across the technology stack as enterprises scramble to apply consistent financial controls to GPU clusters, AI factories and token-based cons

Google upgrades NotebookLM to Gemini 3.5, adds more coding features

Model ReleasesDGX agent

Google LLC today updated its NotebookLM service with a set of online research and coding features designed to save time for users. NotebookLM is part note-taking app, part data analysis tool. Workers

Infrastructure reality check: Broadcom makes the private cloud case for AI

ApplicationsDGX agent

Production AI is pushing private cloud back into the center of enterprise infrastructure. The shift is not just about where workloads run. It is about cost control, security, governance and the need t

OpenAI confidentially files its IPO paperwork as it inches closer to stock market debut

IndustryDGX agent

ChatGPT maker OpenAI Group PBC today filed for an initial public offering ahead of what is sure to be one of the most anticipated stock market debuts in recent history, and a huge payday for early inv

Rental screening startup 100 acquires fraud detection firm Cobblestone Labs

IndustryDGX agent

Rental screening startup 100 today announced that it has acquired Cobblestone Labs Inc., a fraud detection and income verification platform built by former engineers from corporate card company Ramp B

Rubrik turns its platform into an AI agent and ships Agent Cloud for Claude

Model ReleasesDGX agent

Rubrik Inc. today turned its data security platform into an autonomous agent and made its control layer for Anthropic PBC’s Claude generally available, the headline items in a wave of announcements at

SailPoint shares fall despite earnings beat and raised guidance

IndustryDGX agent

Shares in SailPoint Inc. fell more than 11% today after the identity security company beat analyst expectations on revenue and adjusted earnings and raised its outlook, in a selloff that pointed to in

Standard Bots raises 200M at 1B valuation to revolutionize AI-native industrial robotics

ApplicationsDGX agent

Standard Bots Co., a startup developing artificial intelligence-driven robotic arms for manufacturing and logistics, today announced it has raised 200 million in new funding. RoboStrategy led the Seri

The AI supersystem shift: Why Arista’s 1.6T announcement is an Ethernet inflection point

IndustryDGX agent

The networking industry loves inflection points. Over the years, we have had many new compute models that require the network to evolve. For as long as I can remember, the holy war between InfiniBand

Three insights you might have missed from theCUBE’s coverage of Freshworks Refresh

IndustryDGX agent

Artificial intelligence is transforming information technology service operations, pushing organizations to consolidate their data and take advantage of new AI tools. Freshworks Inc. has capitalized o

Tiger Data launches PostgreSQL extension designed for AI agents

Model ReleasesDGX agent

Tiger Data today introduced a managed PostgreSQL database service designed specifically for AI agents, saying conventional database architectures are poorly suited to a future in which software is inc

Tokenomics emerges as the new discipline for managing AI’s runaway cost frontier

ApplicationsDGX agent

AI spending is outpacing every budgeting model enterprise finance teams have built, and the gap between what tokens cost on paper and what organizations actually owe is becoming an operational crisis.

Zscaler launches AI Broker and Endpoint AI Security for agents

Model ReleasesDGX agent

Zscaler Inc. today unveiled a set of products designed to secure autonomous artificial intelligence agents, with the cybersecurity company claiming it has built the industry’s first complete zero-trus

8 Jun 2026

Amazon inks multibillion-dollar optical manufacturing deal with Corning

ApplicationsDGX agent

Amazon.com Inc. is partnering with glass manufacturer Corning Inc. to make optical network components for its data centers. The cloud and retail giant stated today that the deal is worth several billi

Apple debuts Siri AI as a more personal assistant built on Gemini

Model ReleasesDGX agent

Apple Inc. stepped onto the stage today at WWDC 2026 to put Siri back at the center of its artificial intelligence strategy by introducing Siri AI as a rebuilt version of the company’s long-running di

Apple refines Liquid Glass design and expands child safety tools at WWDC

SafetyDGX agent

Apple Inc.’s WWDC 2026 keynote today focused on making its software platform feel more polished, more responsive and more tightly managed across the company’s device ecosystem with refinements to the

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