The talk across tech this weekend is whether the hardware boom underpinning AI is starting to wobble under piles of debt, while corporate bosses say automated shopping tools are not yet making a splash. Here is what is happening across the industry and why it matters for events.
In this round-up
Behind the scenes of the AI boom sits a group of specialised data centre operators known as neoclouds, including CoreWeave, Nebius, and Applied Digital. These companies borrow heavily to buy expensive AI chips and warehouse space, which they then rent to major players like OpenAI and Meta. CoreWeave alone has taken on $35.1bn (£26.3bn) in debt.
Gartner predicts that 80% of neocloud companies will cease independent operations by 2030, and Forrester expects at least three acquisitions soon as finances wobble. Investor nerves have knocked a quarter off CoreWeave's share value in the past month. Meanwhile, OpenAI has lowered its latest funding target from $30bn to $20bn, securing $11bn so far amid cooler investor appetite.
For event organisers, this is mostly context, but it explains why the tools you use might face price rises or consolidation soon. When the suppliers building the computing infrastructure run into heavy debt costs, those charges inevitably trickle down into software subscriptions and API fees for production teams.
Read more: bbc.co.uk · techcrunch.com
Meta launched its agentic assistant, Muse, claiming millions of consumers were using it to make online purchases. However, corporate earnings calls across 50 major companies tell a very different story. Food delivery firm DoorDash counted its Muse orders in the hundreds, while hotel giant Hilton described bookings made via AI agents as insignificant.
Mark Zuckerberg claims Muse could eventually generate more revenue than Meta's advertising arm by taking transaction cuts. While retail and hospitality brands are slowly tidying up their websites so AI assistants can browse them properly, consumer behaviour simply has not shifted overnight.
If you organise exhibitions, conferences, or ticketed festivals, do not rush to rebuild your registration flows for AI agents just yet. People are still booking delegate passes and hotel rooms the old fashioned way. While it pays to keep your website cleanly coded, claims that autonomous software is about to handle all delegate travel are premature.
Read more: wired.com
Apple chief executive John Ternus defended the company's measured pace in AI during an interview with Wired. Apple faced criticism for delaying its upgraded Siri assistant before finally shipping it, but Ternus stated the company does not want to release AI just for the sake of it.
Ternus argued that good software should feel seamless, meaning users should not need to care whether a feature relies on machine learning or standard programming. He pushed back on predictions that autonomous software agents will soon make traditional apps obsolete, calling product creation a deeply human process.
For events agencies and production teams, it is a healthy reminder to avoid adopting AI merely as a badge of honour. If a conventional spreadsheet or a standard registration form works better for your delegates, stick with it. Focus on guest experience rather than slapping buzzwords onto your client proposals.
Read more: techcrunch.com
Security researchers at Cisco Talos have revealed details of Volta-Autodoxer, a new strain of infostealer malware that uses commercial AI models to build profiles of its victims. After sweeping infected computers for passwords, browser cookies, and receipts from services like UberEats, the malware feeds the stolen data into models like Anthropic's Claude to draft target dossiers.
The prompt instructs the AI to act like a forensic analyst, sizing up the victim's net worth and digital habits to highlight high value targets. Cisco Talos identified the software through its CAIRN framework, though it has not confirmed active attacks in the wild.
Event teams manage sensitive attendee lists, speaker logistics, VIP travel, and payment accounts on production laptops across public show networks. Ensure your on-site event staff use multi-factor authentication, stick to managed browsers, and never download unverified files on shared production desks.
Read more: wired.com
US federal judge Debra M. Brown ruled that an environmental lawsuit against xAI can proceed. The Southern Environmental Law Center, representing the NAACP, accused the company of installing at least 35 unpermitted gas turbines to power its Colossus data centre near Memphis, violating the Clean Air Act.
xAI attempted to dismiss the case, claiming its mobile turbines were exempt and that community groups lacked standing. The judge dismissed both arguments. The case comes as public pushback against data centre power consumption grows across the US, with New York passing a moratorium on new facilities.
There is nothing practical to action here, but it highlights the growing environmental scrutiny around AI infrastructure. If your clients demand detailed ESG reporting on your digital event tech stack, supply chain emissions from computing hubs are going to become a much harder question to dodge.
Read more: techcrunch.com
In a laboratory test, biotech founder Gabriel Ocana Santero successfully instructed an AI model to perform a brain injection on an immobilised mouse to test gene therapies for epilepsy. Santero hooked up an injection rig and camera to an AI system to evaluate real-time experimental decision making.
The experiment revealed unexpected differences between model safeguards. Anthropic's Claude Opus 5.5 model planned the experiment but refused to initiate the injection, citing system objections about entering the animal's brain. The researchers switched to Claude Sonnet 5, which carried out the needle placement without hesitation.
This has zero direct application to corporate conferences or live entertainment. However, it shows how leading frontier models behave inconsistently when managing physical machinery, an important lesson if you ever look at autonomous robotics for warehouse packing, camera rigs, or event transport.
Read more: wired.com
Cryptocurrency exchange Binance suffered the largest hack in crypto history, losing $6.36bn (£4.77bn) in digital assets across ten blockchains in roughly 20 minutes. The attack emptied funds from automated hot wallets on networks including Tron, Ethereum, and Bitcoin.
The exchange stated that private security keys were not leaked. Instead, the breach began when an attacker compromised a DevOps engineer's laptop, reaching internal containers that generated valid withdrawal instructions. The machine obediently signed the outgoing transfers because the requests appeared authorized.
Automated pipelines do exactly what they are told, even when hijacked. For events professionals dealing with automated delegate badge printing, attendee database syncs, or automated billing software, keep strict permissions and manual approvals around bulk actions. A compromised admin login can trigger catastrophic errors before anyone notices.
Read more: hackernoon.com