IT, AI & Telecommunications

GLOBAL – October 27, 2026 -- Alteryx CEO Andy MacMillan said an AI system that recalculates revenue rules with every user query is not a strategy but an operational risk, as enterprises weigh the speed of generative analytics against the reliability of its outputs.

Alteryx outlines four-part VURA test for trusted AI answers

MacMillan described the company's VURA framework: logic must be visible, calculations understandable, outputs repeatable and results auditable back to source data. He said one clearly wrong or unverified answer erodes user trust almost instantly.

Golden Analytics CEO François Ajenstat said semantic models supply consistent definitions but do not make analytics accessible on their own. He placed the industry in Gartner's trough of disillusionment around semantic models and ungrounded AI. Golden Analytics supplies the exploration front end, while Alteryx supplies the governed workflows and business logic.

GLOBAL – October 27, 2026 -- Cloudflare's Technology Partnerships Program organizes technical integrations and joint sales and marketing around four solution areas: application services, Zero Trust services, network services and developer services.

Partners gain technical integrations and access to joint sales and marketing

Technology partners receive integrations with Cloudflare and can run sales and marketing efforts aimed at mutual customers and prospects. Cloudflare says the integrations are meant to create value for joint customers, its partners and Cloudflare itself.

Application services target apps, APIs and websites via DNS change

Customers can secure and accelerate apps, APIs and websites by pointing DNS to Cloudflare, which switches on performance and security services instantly.

Global – October 26, 2026 -- Cloudflare Registrar sells domain names with no markup, charging registration, transfer and renewal prices at or below what registries and ICANN charge Cloudflare, and supports more than 430 top-level domains.

Cloudflare Registrar removes markups and add-on fees from domain pricing

Cloudflare says registration, transfer and renewal prices are shown upfront, with no hidden fees or required add-ons. Customers pay only the registry and ICANN price, which removes the inflated renewal costs common in the domain market.

The TLD catalog ranges from .com, .net and .org to niche extensions such as .ai, .app and .dev.

Free DNSSEC and default domain locks target hijacking and spoofing

Every domain is locked by default to block unauthorized transfers until the owner unlocks it. One-click DNSSEC is free and uses cryptographic signatures to verify DNS responses, aimed at preventing spoofing and on-path attacks.

Global – October 26, 2026 -- Six platforms (KMS Lighthouse, Confluence, Guru, Zendesk Knowledge, eGain Knowledge Hub and Helpjuice) are being positioned as alternatives to Document360 for organizations whose knowledge needs have outgrown structured documentation.

Document360's AI documentation strengths meet limits in service-heavy use cases

Document360 supports public, private and mixed knowledge bases. Its Eddy AI returns cited answers from published content through knowledge base sites, widgets, chatbots and APIs. The fit weakens when buyers need contact center agent guidance, knowledge inside CRM or support applications, or advanced governance across distributed teams.

Global – October 26, 2026 -- Cloudflare is pitching Cloudflare WAN, a network-as-a-service offering within its Cloudflare One SASE platform, as a way to augment or replace legacy MPLS and SD-WAN deployments with a "light-branch, heavy-cloud" architecture.

Cloudflare WAN shifts network functions from branch hardware to the cloud

Enterprises connect sites through the Cloudflare One Appliance, offered as a physical or virtual unit, which steers traffic onto the Cloudflare network. Cloudflare WAN then enforces Cloudflare One security policies and delivers traffic to other sites, Internet applications and cloud workloads. The company says traffic can be on-ramped in minutes using zero-touch configuration, with connectivity and security managed from a single interface.

United States – October 26, 2026 -- DARPA has advanced 11 quantum computing companies to Stage B of its Quantum Benchmarking Initiative (QBI), giving each team one year to show that a useful, fault-tolerant quantum computer can be built by 2033.

Launched in 2024, the QBI is designed to test whether any quantum approach can reach utility-scale performance on an economically sensible timeline. It is not a winner-takes-all contest. Several teams can succeed in parallel, or none at all.

Stage B follows a six-month feasibility screen of nearly 20 companies

Stage A selected nearly 20 companies to propose fault-tolerant architectures that could realistically be built within a decade and deliver net value. Over six months, DARPA worked with each team to test the feasibility of its concept. The 11 Stage B companies now come with funding and tighter scrutiny. The source does not disclose the funding amounts.

Cambridge, Massachusetts – October 26, 2026 -- Harvard University researchers reported control of more than 3,000 neutral atom qubits, one of the largest experimental quantum systems to date, in a paper published in Physical Review Letters.

The work demonstrates long-coherence control and advances the pursuit of fault-tolerant quantum architectures.

Kiutra closes €13 million Series A to remove helium-3 from quantum cooling

Garching-based Kiutra closed a €13 million Series A round on September 30. The startup builds cryogenic cooling systems for quantum computers that operate without helium-3, which the source describes as one of the most critical bottlenecks in scaling quantum hardware.

Global – October 26, 2026 -- Cloudflare prices its Workers serverless platform at $0.30 per million requests and $0.02 per million CPU milliseconds, billing for execution time rather than idle time spent waiting on I/O.

Workers drops pre-provisioned concurrency fees

The pricing table also lists 100,000 requests per day and 10 ms of CPU time per request. Cloudflare says customers pay no markup for concurrency and do not pay for pre-provisioned capacity, so launch-day traffic scales with demand. The platform scales from zero to millions of requests.

Isolate architecture removes cold starts across 335+ cities

Workers run on isolates, which Cloudflare describes as an order of magnitude more lightweight than containers. The company states the platform has no cold starts. Code deploys by default to Cloudflare's 335+ cities, while Smart Placement runs functions near a customer's data to cut end-to-end latency.

Global – October 25, 2026 -- Cloudflare's PowerUP partner program offers four distinct partner models and ties partner benefits to three performance criteria, with Zero Trust bundles as an early commercial focus.

Four partner models cover resale, managed services, distribution and consulting

Resell partners sell or integrate Cloudflare products into customer solutions. Manage partners build, sell and remotely manage Cloudflare-based services. Distribute partners give resell and manage partners access to Cloudflare products, services and support. Consult partners provide services and refer customers to Cloudflare, without reselling solutions or managing services.

Global – October 25, 2026 -- A survey cited by Whatfix found that 67% of technical professionals want real-world, practical application when learning new technology. Whatfix is using the figure to argue that enterprises should add sandbox training environments to LMS courses, in-person training and user documentation.

Sandbox replicas let employees practice workflows without touching production data

A sandbox training environment is a controlled replica of a software application. Users practice tasks there without affecting production data, live transactions or business operations. The most effective versions recreate approvals, exceptions, customer scenarios and compliance steps, not just screen-by-screen navigation.