# US

Published articles for US.

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## Presentation: How To Run on Three Clouds at Once, and When Not To

DevFeed: [Presentation: How To Run on Three Clouds at Once, and When Not To](<https://devfeed.tech/articles/presentation-how-to-run-on-three-clouds-at-once-and-when-not-to-8462.md>)

Original publisher: [Read original article](<https://www.infoq.com/presentations/form3-multicloud-architecture/>)

Author: Ross McFarlane, Kevin Holditch

Published: 2026-09-11T11:00:00Z

Content type: article

Language: en

Sources: [InfoQ](<https://devfeed.tech/sources/infoq.md>)

Topics: [networking](<https://devfeed.tech/topics/networking.md>), [Databases](<https://devfeed.tech/topics/databases.md>), [Kubernetes](<https://devfeed.tech/topics/kubernetes.md>)

Tags: [amazon](<https://devfeed.tech/tags/amazon.md>), [architecture](<https://devfeed.tech/tags/architecture.md>), [architecture-design](<https://devfeed.tech/tags/architecture-design.md>), [availability](<https://devfeed.tech/tags/availability.md>), [aws](<https://devfeed.tech/tags/aws.md>), [cloud](<https://devfeed.tech/tags/cloud.md>), [cloud-architecture](<https://devfeed.tech/tags/cloud-architecture.md>), [cloud-computing](<https://devfeed.tech/tags/cloud-computing.md>), [cloud-networking](<https://devfeed.tech/tags/cloud-networking.md>), [cockroach-labs](<https://devfeed.tech/tags/cockroach-labs.md>), [cockroachdb](<https://devfeed.tech/tags/cockroachdb.md>), [containers](<https://devfeed.tech/tags/containers.md>), [databases](<https://devfeed.tech/tags/databases.md>), [devops](<https://devfeed.tech/tags/devops.md>), [disaster-recovery](<https://devfeed.tech/tags/disaster-recovery.md>), [engineering](<https://devfeed.tech/tags/engineering.md>), [europe](<https://devfeed.tech/tags/europe.md>), [financial-applications](<https://devfeed.tech/tags/financial-applications.md>), [fintech](<https://devfeed.tech/tags/fintech.md>), [form3-multicloud-architecture](<https://devfeed.tech/tags/form3-multicloud-architecture.md>), [infoq](<https://devfeed.tech/tags/infoq.md>), [kubernetes](<https://devfeed.tech/tags/kubernetes.md>), [microservices](<https://devfeed.tech/tags/microservices.md>), [networking](<https://devfeed.tech/tags/networking.md>), [presentation](<https://devfeed.tech/tags/presentation.md>), [qcon-london-2026](<https://devfeed.tech/tags/qcon-london-2026.md>), [qcon-software-development-conference](<https://devfeed.tech/tags/qcon-software-development-conference.md>), [resilience](<https://devfeed.tech/tags/resilience.md>), [transcripts](<https://devfeed.tech/tags/transcripts.md>), [us](<https://devfeed.tech/tags/us.md>)

### AI overview

A presentation on Form3's move from one cloud to a triple-active multi-cloud architecture, covering cross-cloud networking, distributed databases, Kubernetes operators, and regional disaster-recovery expectations.

### Source excerpt

Ross McFarlane and Kevin Holditch discuss Form3's evolution from a single-cloud setup to a triple active multi-cloud architecture. They share key engineering strategies for cross-cloud networking, distributed databases with CockroachDB and NATS, custom Kubernetes operators, and navigating distinct regional disaster recovery expectations across the UK, Europe, and US financial markets. By Ross McFarlane, Kevin Holditch

## Introducing IBM and NASA's new foundation model for the Moon

DevFeed: [Introducing IBM and NASA's new foundation model for the Moon](<https://devfeed.tech/articles/introducing-ibm-and-nasa-s-new-foundation-model-for-the-moon-17342.md>)

Original publisher: [Read original article](<https://research.ibm.com/blog/nasa-ibm-lunar-foundation-model>)

Author: Kim Martineau

Published: 2026-09-10T12:30:00Z

Content type: article

Language: en

Sources: [IBM Research](<https://devfeed.tech/sources/ibm-research.md>)

Topics: [lunar foundation model](<https://devfeed.tech/topics/lunar-foundation-model.md>), [ibm](<https://devfeed.tech/topics/ibm.md>), [foundation-models](<https://devfeed.tech/topics/foundation-models.md>), [data](<https://devfeed.tech/topics/data.md>), [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [AI Architecture](<https://devfeed.tech/topics/ai-architecture.md>)

Tags: [accelerated-discovery](<https://devfeed.tech/tags/accelerated-discovery.md>), [ai](<https://devfeed.tech/tags/ai.md>), [ai-architecture](<https://devfeed.tech/tags/ai-architecture.md>), [algorithms](<https://devfeed.tech/tags/algorithms.md>), [ibm](<https://devfeed.tech/tags/ibm.md>), [lunar-foundation-model](<https://devfeed.tech/tags/lunar-foundation-model.md>), [mapping](<https://devfeed.tech/tags/mapping.md>), [model](<https://devfeed.tech/tags/model.md>), [nasa](<https://devfeed.tech/tags/nasa.md>), [release](<https://devfeed.tech/tags/release.md>), [science](<https://devfeed.tech/tags/science.md>), [space](<https://devfeed.tech/tags/space.md>), [us](<https://devfeed.tech/tags/us.md>)

### AI overview

IBM and NASA are open-sourcing the NASA-IBM Lunar Foundation Model, a multimodal AI model that integrates lunar observations from US and Japanese missions across viewing angles, spatial scales, and measurement types. The model is intended to support lunar mapping, volcanic-history research, and searches for polar ice.

### Source excerpt

The multi-modal model could help astronauts navigate craters, investigate ancient lava, and search for ice, as the US plans for a long-term lunar presence.

## Legal Aspects of Accessibility

DevFeed: [Legal Aspects of Accessibility](<https://devfeed.tech/articles/legal-aspects-of-accessibility-9063.md>)

Original publisher: [Read original article](<https://ixdf.org/literature/article/legal-aspects-of-accessibility>)

Author: William Hudson

Published: 2026-09-02T00:00:00Z

Content type: article

Language: en

Sources: [UX Daily - User Experience Daily](<https://devfeed.tech/sources/ux-daily-user-experience-daily.md>)

Topics: [Accessibility](<https://devfeed.tech/topics/accessibility.md>), [User interface design](<https://devfeed.tech/topics/ui-design.md>)

Tags: [accessibility](<https://devfeed.tech/tags/accessibility.md>), [compliance](<https://devfeed.tech/tags/compliance.md>), [developers](<https://devfeed.tech/tags/developers.md>), [digital-accessibility](<https://devfeed.tech/tags/digital-accessibility.md>), [digital-products](<https://devfeed.tech/tags/digital-products.md>), [ibm](<https://devfeed.tech/tags/ibm.md>), [us](<https://devfeed.tech/tags/us.md>), [ux](<https://devfeed.tech/tags/ux.md>)

### AI overview

This lesson examines accessibility law, disability discrimination requirements, regional legislation, compliance obligations, and landmark legal cases affecting digital products and services. It explains that websites, intranets, and software must be accessible, and highlights the ADA, Section 508, European legislation, and the Sydney Olympics website case.

### Source excerpt

Understanding the legal requirements for accessibility is essential for anyone building digital products and services. Accessibility legislation exists worldwide, and failure to comply can result in costly lawsuits and reputational damage. This lesson explores the legal landscape, compliance standards, and practical implications for designers and developers.In the video, William Hudson, UX Strategist and Founder of Syntagm Ltd, explores the legal landscape of accessibility and disability discrimination.[[video:2240]]Disability Discrimination Laws WorldwideDisability discrimination legislation exists in virtually every country, though the specific laws and enforcement mechanisms vary by juris...

## 8 Best Xsolla Alternatives for Game Monetization in 2026

DevFeed: [8 Best Xsolla Alternatives for Game Monetization in 2026](<https://devfeed.tech/articles/8-best-xsolla-alternatives-for-game-monetization-in-2026-10453.md>)

Original publisher: [Read original article](<https://dodopayments.com/blogs/xsolla-alternatives/>)

Author: Deepak Jangir

Published: 2026-09-01T00:00:00Z

Content type: article

Language: en

Sources: [Dodo Payments Blog](<https://devfeed.tech/sources/dodo-payments-blog.md>)

Topics: [Web](<https://devfeed.tech/topics/web.md>), [stripe](<https://devfeed.tech/topics/stripe.md>)

Tags: [alternatives](<https://devfeed.tech/tags/alternatives.md>), [chargebacks](<https://devfeed.tech/tags/chargebacks.md>), [comparison](<https://devfeed.tech/tags/comparison.md>), [gaming](<https://devfeed.tech/tags/gaming.md>), [go](<https://devfeed.tech/tags/go.md>), [launch](<https://devfeed.tech/tags/launch.md>), [legal](<https://devfeed.tech/tags/legal.md>), [merchant-of-record](<https://devfeed.tech/tags/merchant-of-record.md>), [payments](<https://devfeed.tech/tags/payments.md>), [platform](<https://devfeed.tech/tags/platform.md>), [product](<https://devfeed.tech/tags/product.md>), [products](<https://devfeed.tech/tags/products.md>), [shop](<https://devfeed.tech/tags/shop.md>), [stripe](<https://devfeed.tech/tags/stripe.md>), [tax](<https://devfeed.tech/tags/tax.md>), [us](<https://devfeed.tech/tags/us.md>), [vat](<https://devfeed.tech/tags/vat.md>), [web](<https://devfeed.tech/tags/web.md>)

### AI overview

This article compares eight alternatives to Xsolla for game monetization, including merchant of record platforms, game web shops, and payment providers. It focuses on direct sales of digital game products such as virtual currency, battle passes, DLC, subscriptions, and PC keys, with particular attention to merchant of record coverage, tax handling, fraud, chargebacks, and commercial transparency.

### Source excerpt

Compare the best Xsolla alternatives for game payments and web shops. Merchant of record coverage, global tax handling, and payout terms explained.

## 7 Whop Alternatives for Creators and SaaS Sellers in 2026

DevFeed: [7 Whop Alternatives for Creators and SaaS Sellers in 2026](<https://devfeed.tech/articles/7-whop-alternatives-for-creators-and-saas-sellers-in-2026-10445.md>)

Original publisher: [Read original article](<https://dodopayments.com/blogs/whop-alternatives/>)

Author: Deepak Jangir

Published: 2026-08-31T00:00:00Z

Content type: article

Language: en

Sources: [Dodo Payments Blog](<https://devfeed.tech/sources/dodo-payments-blog.md>)

Topics: [Software as a service](<https://devfeed.tech/topics/saas.md>), [Software](<https://devfeed.tech/topics/software.md>), [stripe](<https://devfeed.tech/topics/stripe.md>)

Tags: [alternatives](<https://devfeed.tech/tags/alternatives.md>), [comparison](<https://devfeed.tech/tags/comparison.md>), [creators](<https://devfeed.tech/tags/creators.md>), [cross-border](<https://devfeed.tech/tags/cross-border.md>), [crypto](<https://devfeed.tech/tags/crypto.md>), [fees](<https://devfeed.tech/tags/fees.md>), [global](<https://devfeed.tech/tags/global.md>), [india](<https://devfeed.tech/tags/india.md>), [merchant-of-record](<https://devfeed.tech/tags/merchant-of-record.md>), [payments](<https://devfeed.tech/tags/payments.md>), [pricing](<https://devfeed.tech/tags/pricing.md>), [saas](<https://devfeed.tech/tags/saas.md>), [stripe](<https://devfeed.tech/tags/stripe.md>), [subscriptions](<https://devfeed.tech/tags/subscriptions.md>), [us](<https://devfeed.tech/tags/us.md>), [usage-based-billing](<https://devfeed.tech/tags/usage-based-billing.md>), [vat](<https://devfeed.tech/tags/vat.md>)

### AI overview

A comparison of seven Whop alternatives for creators and SaaS sellers, focusing on effective fees, international transactions, payouts, tax handling, and fit for software businesses.

### Source excerpt

Whop's headline 2.7% + 30c climbs toward 7% once FX and payout fees stack. Compare seven alternatives with verified 2026 pricing and pick the right fit.

## How a global payment processor preserved AWS RAM shares and Lake Formation permissions during an AWS Organizations migration

DevFeed: [How a global payment processor preserved AWS RAM shares and Lake Formation permissions during an AWS Organizations migration](<https://devfeed.tech/articles/how-a-global-payment-processor-preserved-aws-ram-shares-and-lake-formation-permissions-during-an-aws-organizations-migration-4642.md>)

Original publisher: [Read original article](<https://aws.amazon.com/blogs/architecture/how-a-global-payment-processor-preserved-aws-ram-shares-and-lake-formation-permissions-during-an-aws-organizations-migration/>)

Author: Sam Mukherjee

Published: 2026-08-24T15:23:21Z

Content type: article

Language: en

Sources: [AWS Architecture Blog](<https://devfeed.tech/sources/aws-architecture-blog.md>)

Topics: [AWS Lake Formation](<https://devfeed.tech/topics/aws-lake-formation.md>), [migration](<https://devfeed.tech/topics/migration.md>), [Amazon Web Services](<https://devfeed.tech/topics/aws.md>), [Authorization](<https://devfeed.tech/topics/authorization.md>), [Software as a service](<https://devfeed.tech/topics/saas.md>)

Tags: [aws](<https://devfeed.tech/tags/aws.md>), [aws-lake-formation](<https://devfeed.tech/tags/aws-lake-formation.md>), [customer-solutions](<https://devfeed.tech/tags/customer-solutions.md>), [enterprise](<https://devfeed.tech/tags/enterprise.md>), [migration](<https://devfeed.tech/tags/migration.md>), [payment](<https://devfeed.tech/tags/payment.md>), [payments](<https://devfeed.tech/tags/payments.md>), [resource-access-manager-ram](<https://devfeed.tech/tags/resource-access-manager-ram.md>), [saas](<https://devfeed.tech/tags/saas.md>), [us](<https://devfeed.tech/tags/us.md>)

### AI overview

AWS describes a migration pattern for preserving AWS RAM shares and AWS Lake Formation permissions while moving 382 accounts between AWS Organizations. Temporary bridge shares maintain continuity during the move, after which the original shares are restored as durable permission objects.

### Source excerpt

When AWS accounts move between organizations, organization-bound AWS RAM resource shares break and control-plane access is lost. Learn how a global payment processor used temporary bridge shares to preserve AWS Lake Formation permissions across a 382-account AWS Organizations migration, then restored the original shares as the durable source of truth.

## How state and local agencies can get ahead of fraud starting with the data they already have

DevFeed: [How state and local agencies can get ahead of fraud starting with the data they already have](<https://devfeed.tech/articles/how-state-and-local-agencies-can-get-ahead-of-fraud-starting-with-the-data-they-already-have-4827.md>)

Original publisher: [Read original article](<https://www.elastic.co/blog/how-state-and-local-agencies-get-ahead-of-fraud>)

Author: Leanne Link

Published: 2026-08-19T00:00:00Z

Content type: article

Language: en

Sources: [Elastic Blog - Elasticsearch, Kibana, and ELK Stack](<https://devfeed.tech/sources/elastic-blog-elasticsearch-kibana-and-elk-stack.md>)

Topics: [data](<https://devfeed.tech/topics/data.md>), [systems](<https://devfeed.tech/topics/systems.md>), [Generative AI](<https://devfeed.tech/topics/generative-ai.md>), [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>)

Tags: [agentic-ai-alerting-anomaly-detection-fraud-detection-government-state-local-government](<https://devfeed.tech/tags/agentic-ai-alerting-anomaly-detection-fraud-detection-government-state-local-government.md>), [applications](<https://devfeed.tech/tags/applications.md>), [audits](<https://devfeed.tech/tags/audits.md>), [data](<https://devfeed.tech/tags/data.md>), [fraud](<https://devfeed.tech/tags/fraud.md>), [generative-ai](<https://devfeed.tech/tags/generative-ai.md>), [government](<https://devfeed.tech/tags/government.md>), [phishing](<https://devfeed.tech/tags/phishing.md>), [synthetic](<https://devfeed.tech/tags/synthetic.md>), [systems](<https://devfeed.tech/tags/systems.md>), [tax](<https://devfeed.tech/tags/tax.md>), [us](<https://devfeed.tech/tags/us.md>)

### AI overview

This article explains how fragmented data across state and local government systems can delay fraud detection and remediation. It describes the growing scale of fraud, the use of generative AI by bad actors to fabricate identities and synthetic personas, and the operational, audit, financial, and funding consequences for agencies.

### Source excerpt

Fraud and waste continues to be a challenge for state and local government agencies in the US. Though the data exists, the challenge is pulling it all together for an accurate anomaly detection and remediation.

## TaxJar Alternatives in 2026: AutoFile Limits, US-Only Scope, and What to Use Instead

DevFeed: [TaxJar Alternatives in 2026: AutoFile Limits, US-Only Scope, and What to Use Instead](<https://devfeed.tech/articles/taxjar-alternatives-in-2026-autofile-limits-us-only-scope-and-what-to-use-instead-10417.md>)

Original publisher: [Read original article](<https://dodopayments.com/blogs/taxjar-alternatives/>)

Author: Deepak Jangir

Published: 2026-08-12T00:00:00Z

Content type: article

Language: en

Sources: [Dodo Payments Blog](<https://devfeed.tech/sources/dodo-payments-blog.md>)

Topics: [Software](<https://devfeed.tech/topics/software.md>), [stripe](<https://devfeed.tech/topics/stripe.md>)

Tags: [alternatives](<https://devfeed.tech/tags/alternatives.md>), [business](<https://devfeed.tech/tags/business.md>), [compliance](<https://devfeed.tech/tags/compliance.md>), [cost](<https://devfeed.tech/tags/cost.md>), [eu](<https://devfeed.tech/tags/eu.md>), [merchant-of-record](<https://devfeed.tech/tags/merchant-of-record.md>), [platform](<https://devfeed.tech/tags/platform.md>), [pricing](<https://devfeed.tech/tags/pricing.md>), [product](<https://devfeed.tech/tags/product.md>), [software](<https://devfeed.tech/tags/software.md>), [stripe](<https://devfeed.tech/tags/stripe.md>), [tax](<https://devfeed.tech/tags/tax.md>), [uk](<https://devfeed.tech/tags/uk.md>), [us](<https://devfeed.tech/tags/us.md>), [vat](<https://devfeed.tech/tags/vat.md>)

### AI overview

A practical 2026 guide to TaxJar alternatives, examining AutoFile credit costs, TaxJar's US-only scope, Stripe ownership, and the distinction between calculation-and-filing software and Merchant of Record services.

### Source excerpt

A practical look at TaxJar alternatives in 2026, covering AutoFile credit costs, the US-only filing scope, the Stripe ownership question, and five options to compare.

## Sales Tax Exemption Certificate: A Guide for SaaS

DevFeed: [Sales Tax Exemption Certificate: A Guide for SaaS](<https://devfeed.tech/articles/sales-tax-exemption-certificate-a-guide-for-saas-10340.md>)

Original publisher: [Read original article](<https://dodopayments.com/blogs/sales-tax-exemption-certificate/>)

Author: Deepak Jangir

Published: 2026-08-07T00:00:00Z

Content type: tutorial

Language: en

Sources: [Dodo Payments Blog](<https://devfeed.tech/sources/dodo-payments-blog.md>)

Topics: [Software as a service](<https://devfeed.tech/topics/saas.md>), [Shared Responsibility Model](<https://devfeed.tech/topics/shared-responsibility-model.md>)

Tags: [b2b](<https://devfeed.tech/tags/b2b.md>), [compliance](<https://devfeed.tech/tags/compliance.md>), [guide](<https://devfeed.tech/tags/guide.md>), [legal](<https://devfeed.tech/tags/legal.md>), [saas](<https://devfeed.tech/tags/saas.md>), [sales](<https://devfeed.tech/tags/sales.md>), [tax](<https://devfeed.tech/tags/tax.md>), [us](<https://devfeed.tech/tags/us.md>)

### AI overview

A guide for SaaS sellers on sales tax exemption certificates: when a B2B buyer may claim exemption, how to distinguish exemption from SaaS taxability rules, and which certificate details to validate before relying on it.

### Source excerpt

What a sales tax exemption certificate is, when a B2B SaaS buyer can claim one, how to validate and store it, and what happens in an audit if you cannot.

## W-8BEN Form Guide for Non-US Software Sellers

DevFeed: [W-8BEN Form Guide for Non-US Software Sellers](<https://devfeed.tech/articles/w-8ben-form-guide-for-non-us-software-sellers-10433.md>)

Original publisher: [Read original article](<https://dodopayments.com/blogs/w-8ben-form-guide/>)

Author: Aarthi Poonia

Published: 2026-08-04T00:00:00Z

Content type: article

Language: en

Sources: [Dodo Payments Blog](<https://devfeed.tech/sources/dodo-payments-blog.md>)

Topics: [Forms](<https://devfeed.tech/topics/forms.md>), [Software](<https://devfeed.tech/topics/software.md>), [Notion](<https://devfeed.tech/topics/notion.md>), [Template](<https://devfeed.tech/topics/template.md>)

Tags: [article](<https://devfeed.tech/tags/article.md>), [business](<https://devfeed.tech/tags/business.md>), [compliance](<https://devfeed.tech/tags/compliance.md>), [corporate](<https://devfeed.tech/tags/corporate.md>), [developer](<https://devfeed.tech/tags/developer.md>), [forms](<https://devfeed.tech/tags/forms.md>), [guide](<https://devfeed.tech/tags/guide.md>), [legal](<https://devfeed.tech/tags/legal.md>), [payments](<https://devfeed.tech/tags/payments.md>), [platform](<https://devfeed.tech/tags/platform.md>), [product](<https://devfeed.tech/tags/product.md>), [software](<https://devfeed.tech/tags/software.md>), [us](<https://devfeed.tech/tags/us.md>)

### AI overview

A practical guide for non-US software sellers explaining the W-8BEN and W-8BEN-E forms, when each applies, how treaty benefits can affect withholding, and where to submit the form. It also explains how entity structure, including disregarded single-member LLCs, affects the correct form.

### Source excerpt

What the W-8BEN and W-8BEN-E forms are, when a non-US software business actually needs one, how treaty benefits cut withholding, and who collects the form.

## Tax Residency Certificate: What It Is and How to Get One

DevFeed: [Tax Residency Certificate: What It Is and How to Get One](<https://devfeed.tech/articles/tax-residency-certificate-what-it-is-and-how-to-get-one-10416.md>)

Original publisher: [Read original article](<https://dodopayments.com/blogs/tax-residency-certificate-guide/>)

Author: Aarthi Poonia

Published: 2026-08-01T00:00:00Z

Content type: tutorial

Language: en

Sources: [Dodo Payments Blog](<https://devfeed.tech/sources/dodo-payments-blog.md>)

Topics: [Finance](<https://devfeed.tech/topics/finance.md>), [Forms](<https://devfeed.tech/topics/forms.md>)

Tags: [compliance](<https://devfeed.tech/tags/compliance.md>), [guide](<https://devfeed.tech/tags/guide.md>), [how-to](<https://devfeed.tech/tags/how-to.md>), [india](<https://devfeed.tech/tags/india.md>), [tax](<https://devfeed.tech/tags/tax.md>), [uk](<https://devfeed.tech/tags/uk.md>), [us](<https://devfeed.tech/tags/us.md>)

### AI overview

This guide explains what a tax residency certificate is, how it can support reduced withholding tax under a double taxation treaty, when it is needed, and how to obtain one in the United States, India, and the United Kingdom.

### Source excerpt

How a tax residency certificate cuts withholding tax on cross-border income, plus the application route in the US (Form 8802), India (Form 10FA) and the UK.

## Kimi K3 and Kimi K3 Fast with ZDR and US-based providers now on AI Gateway

DevFeed: [Kimi K3 and Kimi K3 Fast with ZDR and US-based providers now on AI Gateway](<https://devfeed.tech/articles/kimi-k3-and-kimi-k3-fast-with-zdr-and-us-based-providers-now-on-ai-gateway-993.md>)

Original publisher: [Read original article](<https://vercel.com/changelog/kimi-k3-and-kimi-k3-fast-on-ai-gateway>)

Author: Jerilyn Zheng

Published: 2026-07-27T00:00:00Z

Content type: release

Language: en

Sources: [Vercel News](<https://devfeed.tech/sources/vercel-news.md>)

Topics: [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [Inference](<https://devfeed.tech/topics/inference.md>), [Latency](<https://devfeed.tech/topics/latency.md>), [data centers](<https://devfeed.tech/topics/data-centers.md>), [Vercel](<https://devfeed.tech/topics/vercel.md>), [baseten](<https://devfeed.tech/topics/baseten.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [ai-gateway](<https://devfeed.tech/tags/ai-gateway.md>), [baseten](<https://devfeed.tech/tags/baseten.md>), [coding-agents](<https://devfeed.tech/tags/coding-agents.md>), [compliance](<https://devfeed.tech/tags/compliance.md>), [data-centers](<https://devfeed.tech/tags/data-centers.md>), [inference](<https://devfeed.tech/tags/inference.md>), [latency](<https://devfeed.tech/tags/latency.md>), [retention](<https://devfeed.tech/tags/retention.md>), [sdk](<https://devfeed.tech/tags/sdk.md>), [us](<https://devfeed.tech/tags/us.md>), [vercel](<https://devfeed.tech/tags/vercel.md>)

### AI overview

Vercel's AI Gateway now supports Moonshot AI's Kimi K3 and Kimi K3 Fast through US-based providers including Baseten and Fireworks. The release adds Zero Data Retention, US-only inference routing, provider failover, model endpoint details, coding-agent setup, and playground access. Kimi K3 Fast offers lower latency at a higher per-token cost.

### Source excerpt

Kimi K3 from Moonshot AI and its faster serving path, Kimi K3 Fast, are now available from US-based providers on AI Gateway, including Baseten and Fireworks. Zero Data Retention (ZDR) is also supported for both models. Running Kimi K3 on US-based providers lets teams with data residency and compliance requirements use the model on US infrastructure. Because AI Gateway serves the models from multiple providers, it automatically routes across them for failover, higher uptime, and more available throughput than any single provider offers. You call the same moonshotai/kimi-k3 model ID, and the gateway handles provider selection and fallback. Kimi K3 Fast trades a higher per-token cost for lower latency. Request it with the speed option on the base model, which stays on moonshotai/kimi-k3 and falls back to standard speed when the fast tier is unavailable. Alternatively, use moonshotai/kimi-k3-fast. The fast variant costs ~50% more than the base model. To use Kimi K3, set model to moonshotai/kimi-k3 in the AI SDK: US inference To route Kimi K3 requests to use only US data centers for inference, set inferenceRegion. Regional pricing is ~10% more than the regular variant. Zero Data Retention Zero Data Retention for Kimi K3 is also available. Turn on Zero Data Retention for every request from the AI Gateway dashboard settings, or set it per request with zeroDataRetention: Providers and endpoints To see every provider serving Kimi K3, along with per-provider pricing, supported parameters, uptime, throughput, and latency, call the model endpoints API: Model prices vary by provider and variant type. Use Kimi K3 in your coding agent Run vercel ai-gateway coding-agents setup and select Kimi K3. This will detect the agents on your machine, provision an AI Gateway key, and write their config. See how to set it up via the Vercel CLI. Try Kimi K3 in the model playground. Read more

## MIT projects selected for funding under US Department of Energy's Genesis Mission

DevFeed: [MIT projects selected for funding under US Department of Energy's Genesis Mission](<https://devfeed.tech/articles/mit-projects-selected-for-funding-under-us-department-of-energy-s-genesis-mission-37969.md>)

Original publisher: [Read original article](<https://news.mit.edu/2026/mit-projects-selected-funding-under-doe-genesis-mission-0723>)

Author: Office of the Vice President for Research

Published: 2026-07-23T12:00:00Z

Content type: news

Language: en

Sources: [MIT AI News](<https://devfeed.tech/sources/mit-ai-news.md>)

Topics: [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [Supercomputing](<https://devfeed.tech/topics/supercomputing.md>), [systems](<https://devfeed.tech/topics/systems.md>)

Tags: [administration](<https://devfeed.tech/tags/administration.md>), [ai](<https://devfeed.tech/tags/ai.md>), [artificial-intelligence](<https://devfeed.tech/tags/artificial-intelligence.md>), [center-for-computational-science-and-engineering](<https://devfeed.tech/tags/center-for-computational-science-and-engineering.md>), [chemical-engineering](<https://devfeed.tech/tags/chemical-engineering.md>), [department-of-energy](<https://devfeed.tech/tags/department-of-energy.md>), [department-of-energy-doe](<https://devfeed.tech/tags/department-of-energy-doe.md>), [doe](<https://devfeed.tech/tags/doe.md>), [eaps](<https://devfeed.tech/tags/eaps.md>), [engineering](<https://devfeed.tech/tags/engineering.md>), [faculty](<https://devfeed.tech/tags/faculty.md>), [funding](<https://devfeed.tech/tags/funding.md>), [genesis](<https://devfeed.tech/tags/genesis.md>), [genesis-mission](<https://devfeed.tech/tags/genesis-mission.md>), [industry](<https://devfeed.tech/tags/industry.md>), [initiative](<https://devfeed.tech/tags/initiative.md>), [laboratory-for-nuclear-science](<https://devfeed.tech/tags/laboratory-for-nuclear-science.md>), [manufacturing](<https://devfeed.tech/tags/manufacturing.md>), [mathematics](<https://devfeed.tech/tags/mathematics.md>), [mechanical-engineering](<https://devfeed.tech/tags/mechanical-engineering.md>), [mission](<https://devfeed.tech/tags/mission.md>), [national-security](<https://devfeed.tech/tags/national-security.md>), [nuclear-science-and-engineering](<https://devfeed.tech/tags/nuclear-science-and-engineering.md>), [physics](<https://devfeed.tech/tags/physics.md>), [plasma-science-and-fusion-center](<https://devfeed.tech/tags/plasma-science-and-fusion-center.md>), [projects](<https://devfeed.tech/tags/projects.md>), [quantum](<https://devfeed.tech/tags/quantum.md>), [quantum-computing](<https://devfeed.tech/tags/quantum-computing.md>), [quantum-systems](<https://devfeed.tech/tags/quantum-systems.md>), [research](<https://devfeed.tech/tags/research.md>), [research-laboratory-of-electronics](<https://devfeed.tech/tags/research-laboratory-of-electronics.md>), [school-of-engineering](<https://devfeed.tech/tags/school-of-engineering.md>), [school-of-science](<https://devfeed.tech/tags/school-of-science.md>), [science](<https://devfeed.tech/tags/science.md>), [supercomputing](<https://devfeed.tech/tags/supercomputing.md>), [us](<https://devfeed.tech/tags/us.md>)

### AI overview

MIT researchers will contribute to 15 collaborative projects selected for funding under Phase I of the U.S. Department of Energy's Genesis Mission. The projects apply AI, supercomputing, quantum systems, and scientific instruments to research areas including energy, materials, fusion, and national security. Funding remains pending completion of award negotiations.

### Source excerpt

Initial research projects advance national priorities across natural resources, manufacturing, nuclear physics, and more.

## IBM commits $50M in quantum access for US Genesis Mission

DevFeed: [IBM commits $50M in quantum access for US Genesis Mission](<https://devfeed.tech/articles/ibm-commits-50m-in-quantum-access-for-us-genesis-mission-17338.md>)

Original publisher: [Read original article](<https://research.ibm.com/blog/ibm-us-genesis-mission-quantum-ai>)

Published: 2026-07-22T20:00:00Z

Content type: release

Language: en

Sources: [IBM Research](<https://devfeed.tech/sources/ibm-research.md>)

Topics: [ibm](<https://devfeed.tech/topics/ibm.md>), [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [Quantum Computing](<https://devfeed.tech/topics/quantum-computing.md>), [High-Performance Computing](<https://devfeed.tech/topics/high-performance-computing.md>), [Supercomputing](<https://devfeed.tech/topics/supercomputing.md>)

Tags: [accelerate](<https://devfeed.tech/tags/accelerate.md>), [ai](<https://devfeed.tech/tags/ai.md>), [department-of-energy](<https://devfeed.tech/tags/department-of-energy.md>), [discovery](<https://devfeed.tech/tags/discovery.md>), [government](<https://devfeed.tech/tags/government.md>), [high-performance-computing](<https://devfeed.tech/tags/high-performance-computing.md>), [ibm](<https://devfeed.tech/tags/ibm.md>), [news](<https://devfeed.tech/tags/news.md>), [project](<https://devfeed.tech/tags/project.md>), [quantum](<https://devfeed.tech/tags/quantum.md>), [supercomputing](<https://devfeed.tech/tags/supercomputing.md>), [us](<https://devfeed.tech/tags/us.md>)

### AI overview

IBM says a project was selected by the U.S. Department of Energy's Genesis Mission to accelerate AI-driven scientific discovery and will contribute up to $50 million in quantum system access. The mission combines AI, quantum computing, supercomputing, and scientific instruments.

### Source excerpt

An IBM project was also selected to accelerate AI-driven quantum application discovery.

## Agentic infrastructure with clickhousectl: a distributed ClickStack across three continents

DevFeed: [Agentic infrastructure with clickhousectl: a distributed ClickStack across three continents](<https://devfeed.tech/articles/agentic-infrastructure-with-clickhousectl-a-distributed-clickstack-across-three-continents-4922.md>)

Original publisher: [Read original article](<https://clickhouse.com/blog/agentic-infrastructure-clickhousectl-distributed-clickstack>)

Author: Oussama Chakri

Published: 2026-07-22T18:17:09Z

Content type: article

Language: en

Sources: [ClickHouse Blog](<https://devfeed.tech/sources/clickhouse-blog.md>)

Topics: [AI-assisted coding](<https://devfeed.tech/topics/ai-assisted-coding.md>)

Tags: [agent](<https://devfeed.tech/tags/agent.md>), [agentic](<https://devfeed.tech/tags/agentic.md>), [architecture](<https://devfeed.tech/tags/architecture.md>), [cli](<https://devfeed.tech/tags/cli.md>), [clickhouse](<https://devfeed.tech/tags/clickhouse.md>), [cloud](<https://devfeed.tech/tags/cloud.md>), [europe](<https://devfeed.tech/tags/europe.md>), [global](<https://devfeed.tech/tags/global.md>), [infrastructure](<https://devfeed.tech/tags/infrastructure.md>), [japan](<https://devfeed.tech/tags/japan.md>), [json](<https://devfeed.tech/tags/json.md>), [logs](<https://devfeed.tech/tags/logs.md>), [metrics](<https://devfeed.tech/tags/metrics.md>), [observability](<https://devfeed.tech/tags/observability.md>), [opentelemetry](<https://devfeed.tech/tags/opentelemetry.md>), [traces](<https://devfeed.tech/tags/traces.md>), [us](<https://devfeed.tech/tags/us.md>)

### AI overview

The article describes using a coding agent and clickhousectl to deploy a multi-region ClickStack observability platform. Regional ClickHouse Cloud services ingest local OpenTelemetry data, while Europe provides an on-demand global view.

### Source excerpt

How a coding agent used clickhousectl to stand up a distributed ClickStack across the US, Europe, and Japan, with regional ingestion and one global view.

## Iran War Cyber Threat Landscape | A Midyear Assessment on What Matters

DevFeed: [Iran War Cyber Threat Landscape | A Midyear Assessment on What Matters](<https://devfeed.tech/articles/iran-war-cyber-threat-landscape-a-midyear-assessment-on-what-matters-8314.md>)

Original publisher: [Read original article](<https://www.sentinelone.com/labs/iran-war-cyber-threat-landscape-a-midyear-assessment-on-what-matters/>)

Author: Tom Hegel

Published: 2026-07-21T13:00:21Z

Content type: article

Language: en

Sources: [SentinelLabs - We are hunters, reversers, exploit developers, and tinkerers shedding light on the world of malware, exploits, APTs, and cybercrime across all platforms.](<https://devfeed.tech/sources/sentinellabs-we-are-hunters-reversers-exploit-developers-and-tinkerers-shedding-light-on-the-world-of-malware-exploits-apts-and-cybercrime-across-all-platforms.md>)

Topics: [Security](<https://devfeed.tech/topics/security.md>), [incident](<https://devfeed.tech/topics/incident.md>)

Tags: [iran](<https://devfeed.tech/tags/iran.md>), [us](<https://devfeed.tech/tags/us.md>), [what-matters](<https://devfeed.tech/tags/what-matters.md>)

### AI overview

A midyear assessment of Iran-linked cyber activity finds that the strategic risk centers on persistent access, trusted administration, service-provider pathways, selective disruption, and changing operational tasking. It distinguishes among Iran-linked actors and cautions that impact claims often exceed independently verified evidence.

### Source excerpt

In April, SentinelLABS' Tom Hegel published an initial assessment of the first five weeks of the conflict. Three months later, the evidence supports refinement.

## Booz Allen Hamilton signs enterprise license agreement with Chainguard

DevFeed: [Booz Allen Hamilton signs enterprise license agreement with Chainguard](<https://devfeed.tech/articles/booz-allen-hamilton-signs-enterprise-license-agreement-with-chainguard-12897.md>)

Original publisher: [Read original article](<https://www.chainguard.dev/unchained/booz-allen-hamilton-signs-enterprise-license-agreement-with-chainguard>)

Published: 2026-07-21T00:00:00Z

Content type: release

Language: en

Sources: [Chainguard: Unchained](<https://devfeed.tech/sources/chainguard-unchained.md>)

Topics: [chainguard containers](<https://devfeed.tech/topics/chainguard-containers.md>), [chainguard libraries](<https://devfeed.tech/topics/chainguard-libraries.md>), [open-source-security](<https://devfeed.tech/topics/open-source-security.md>), [Security](<https://devfeed.tech/topics/security.md>), [Vulnerabilities](<https://devfeed.tech/topics/vulnerabilities.md>), [Open Source](<https://devfeed.tech/topics/open-source.md>), [Development](<https://devfeed.tech/topics/development.md>)

Tags: [announce](<https://devfeed.tech/tags/announce.md>), [ato](<https://devfeed.tech/tags/ato.md>), [authority-to-operate](<https://devfeed.tech/tags/authority-to-operate.md>), [booz-allen-hamilton](<https://devfeed.tech/tags/booz-allen-hamilton.md>), [booz-allen-hamilton-engineering](<https://devfeed.tech/tags/booz-allen-hamilton-engineering.md>), [booz-chainguard-partnership](<https://devfeed.tech/tags/booz-chainguard-partnership.md>), [chainguard](<https://devfeed.tech/tags/chainguard.md>), [chainguard-booz](<https://devfeed.tech/tags/chainguard-booz.md>), [chainguard-containers](<https://devfeed.tech/tags/chainguard-containers.md>), [chainguard-libraries](<https://devfeed.tech/tags/chainguard-libraries.md>), [compliance](<https://devfeed.tech/tags/compliance.md>), [container-images](<https://devfeed.tech/tags/container-images.md>), [development](<https://devfeed.tech/tags/development.md>), [enterprise](<https://devfeed.tech/tags/enterprise.md>), [government](<https://devfeed.tech/tags/government.md>), [partner](<https://devfeed.tech/tags/partner.md>), [secure-by-default](<https://devfeed.tech/tags/secure-by-default.md>), [security](<https://devfeed.tech/tags/security.md>), [supply-chain](<https://devfeed.tech/tags/supply-chain.md>), [trust](<https://devfeed.tech/tags/trust.md>), [us](<https://devfeed.tech/tags/us.md>), [vulnerabilities](<https://devfeed.tech/tags/vulnerabilities.md>)

### AI overview

Booz Allen Hamilton has signed an enterprise license agreement with Chainguard, giving more than 6,000 engineers access to Chainguard Containers and Chainguard Libraries across U.S. government programs. The agreement is intended to support secure-by-default software delivery, vulnerability remediation, compliance, and software supply chain requirements.

### Source excerpt

Booz Allen and Chainguard partner to help 6,000+ engineers deliver secure-by-default software across U.S. government programs.

## The US is advancing AI safety through state and federal action

DevFeed: [The US is advancing AI safety through state and federal action](<https://devfeed.tech/articles/the-us-is-advancing-ai-safety-through-state-and-federal-action-6274.md>)

Original publisher: [Read original article](<https://openai.com/index/advancing-ai-safety-through-state-and-federal-action>)

Published: 2026-07-15T12:00:00Z

Content type: opinion

Language: en

Sources: [OpenAI News](<https://devfeed.tech/sources/openai-news.md>)

Topics: [Responsibility & Safety](<https://devfeed.tech/topics/responsibility-safety.md>), [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [AI Strategy](<https://devfeed.tech/topics/ai-strategy.md>), [Frontier AI](<https://devfeed.tech/topics/frontier-ai.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [ai-governance](<https://devfeed.tech/tags/ai-governance.md>), [ai-safety](<https://devfeed.tech/tags/ai-safety.md>), [deployment](<https://devfeed.tech/tags/deployment.md>), [frontier-ai](<https://devfeed.tech/tags/frontier-ai.md>), [global](<https://devfeed.tech/tags/global.md>), [global-affairs](<https://devfeed.tech/tags/global-affairs.md>), [government](<https://devfeed.tech/tags/government.md>), [policy](<https://devfeed.tech/tags/policy.md>), [strategy](<https://devfeed.tech/tags/strategy.md>), [us](<https://devfeed.tech/tags/us.md>)

### AI overview

OpenAI argues that state-level frontier AI safety laws can converge through "reverse federalism" to establish a national US standard, which could then support a globally coordinated, democratic framework for the safe deployment of AI.

### Source excerpt

OpenAI outlines a "reverse federalism" approach to AI governance, where state laws help build a national framework for safe, democratic AI.

## The power of collaboration: How we can reduce traffic congestion

DevFeed: [The power of collaboration: How we can reduce traffic congestion](<https://devfeed.tech/articles/the-power-of-collaboration-how-we-can-reduce-traffic-congestion-6894.md>)

Original publisher: [Read original article](<https://research.google/blog/the-power-of-collaboration-how-we-can-reduce-traffic-congestion/>)

Published: 2026-07-07T16:42:08Z

Content type: article

Language: en

Sources: [The latest research from Google](<https://devfeed.tech/sources/the-latest-research-from-google.md>)

Topics: [Google](<https://devfeed.tech/topics/google.md>), [Algorithms, Complexity](<https://devfeed.tech/topics/algorithms-complexity.md>), [Optimization](<https://devfeed.tech/topics/optimization.md>), [Routing (disambiguation)](<https://devfeed.tech/topics/routing.md>), [App](<https://devfeed.tech/topics/app.md>), [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>)

Tags: [algorithms](<https://devfeed.tech/tags/algorithms.md>), [algorithms-theory](<https://devfeed.tech/tags/algorithms-theory.md>), [climate-sustainability](<https://devfeed.tech/tags/climate-sustainability.md>), [collaboration](<https://devfeed.tech/tags/collaboration.md>), [data-mining-modeling](<https://devfeed.tech/tags/data-mining-modeling.md>), [driving](<https://devfeed.tech/tags/driving.md>), [google](<https://devfeed.tech/tags/google.md>), [optimization](<https://devfeed.tech/tags/optimization.md>), [reduce](<https://devfeed.tech/tags/reduce.md>), [routing](<https://devfeed.tech/tags/routing.md>), [transportation](<https://devfeed.tech/tags/transportation.md>), [us](<https://devfeed.tech/tags/us.md>)

### AI overview

Google Research describes a large-scale routing experiment in 10 major US cities. By guiding a small fraction of trips toward alternative routes, the study reports improved overall traffic conditions, faster driving speeds, and reduced emissions.

### Source excerpt

Algorithms & Theory

## This month in security with Tony Anscombe - June 2026 edition

DevFeed: [This month in security with Tony Anscombe - June 2026 edition](<https://devfeed.tech/articles/this-month-in-security-with-tony-anscombe-june-2026-edition-8425.md>)

Original publisher: [Read original article](<https://www.welivesecurity.com/en/videos/month-security-tony-anscombe-june-2026/>)

Author: Editor

Published: 2026-06-30T14:39:37Z

Content type: news

Language: en

Sources: [WeLiveSecurity](<https://devfeed.tech/sources/welivesecurity.md>)

Topics: [Vulnerabilities](<https://devfeed.tech/topics/vulnerabilities.md>)

Tags: [critical-infrastructure](<https://devfeed.tech/tags/critical-infrastructure.md>), [cybersecurity](<https://devfeed.tech/tags/cybersecurity.md>), [fraud](<https://devfeed.tech/tags/fraud.md>), [government](<https://devfeed.tech/tags/government.md>), [infrastructure](<https://devfeed.tech/tags/infrastructure.md>), [insights](<https://devfeed.tech/tags/insights.md>), [media](<https://devfeed.tech/tags/media.md>), [news](<https://devfeed.tech/tags/news.md>), [policy](<https://devfeed.tech/tags/policy.md>), [scams](<https://devfeed.tech/tags/scams.md>), [security](<https://devfeed.tech/tags/security.md>), [social-media](<https://devfeed.tech/tags/social-media.md>), [systems](<https://devfeed.tech/tags/systems.md>), [us](<https://devfeed.tech/tags/us.md>), [video](<https://devfeed.tech/tags/video.md>), [vulnerabilities](<https://devfeed.tech/tags/vulnerabilities.md>), [vulnerability](<https://devfeed.tech/tags/vulnerability.md>)

### AI overview

A June 2026 security-news video roundup covers three-day vulnerability patching rules, attacks on exposed tank-gauge systems, imposter scams, and proposed social-media bans for children.

### Source excerpt

Three-day patching deadlines, exposed fuel-tank systems, scams costing billions of dollars, and social media bans for children all gave Tony plenty to unpack in June 2026

## When a Government Pulls an AI Model: What the Fable 5 and Mythos 5 Suspension Means for Security Teams

DevFeed: [When a Government Pulls an AI Model: What the Fable 5 and Mythos 5 Suspension Means for Security Teams](<https://devfeed.tech/articles/when-a-government-pulls-an-ai-model-what-the-fable-5-and-mythos-5-suspension-means-for-security-teams-7914.md>)

Original publisher: [Read original article](<https://snyk.io/blog/fable-mythos-suspension-security-takeaways/>)

Author: Stephen Thoemmes

Published: 2026-06-14T13:00:00Z

Content type: article

Language: en

Sources: [Blog RSS Feed | Snyk](<https://devfeed.tech/sources/blog-rss-feed-snyk.md>)

Topics: [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [Security](<https://devfeed.tech/topics/security.md>), [anthropic](<https://devfeed.tech/topics/anthropic.md>), [Claude](<https://devfeed.tech/topics/claude.md>), [Frontier Model](<https://devfeed.tech/topics/frontier-model.md>), [Jailbreak](<https://devfeed.tech/topics/jailbreak.md>), [Code](<https://devfeed.tech/topics/code.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [anthropic](<https://devfeed.tech/tags/anthropic.md>), [application-security](<https://devfeed.tech/tags/application-security.md>), [awareness](<https://devfeed.tech/tags/awareness.md>), [blog](<https://devfeed.tech/tags/blog.md>), [claude](<https://devfeed.tech/tags/claude.md>), [code](<https://devfeed.tech/tags/code.md>), [code-security](<https://devfeed.tech/tags/code-security.md>), [developer](<https://devfeed.tech/tags/developer.md>), [devrel](<https://devfeed.tech/tags/devrel.md>), [frontier-model](<https://devfeed.tech/tags/frontier-model.md>), [jailbreak](<https://devfeed.tech/tags/jailbreak.md>), [policy](<https://devfeed.tech/tags/policy.md>), [security](<https://devfeed.tech/tags/security.md>), [snyk-code](<https://devfeed.tech/tags/snyk-code.md>), [us](<https://devfeed.tech/tags/us.md>)

### AI overview

The article examines Anthropic's worldwide suspension of Claude Fable 5 and Mythos 5 after a US export-control directive concerning foreign-national access and a reported narrow jailbreak involving code analysis. It discusses the distinction between the directive's scope and the blanket shutdown, and considers the implications for security teams that depend on external frontier models.

### Source excerpt

On June 12, 2026, a US export-control directive led Anthropic to disable Claude Fable 5 and Mythos 5 worldwide over a reported jailbreak. The reported trigger was a code-analysis capability that defenders use routinely. Here is what happened, how the security community read it, and what security teams can take from it.

## Claude Fable 5 access suspended on AI Gateway

DevFeed: [Claude Fable 5 access suspended on AI Gateway](<https://devfeed.tech/articles/claude-fable-5-access-suspended-on-ai-gateway-865.md>)

Original publisher: [Read original article](<https://vercel.com/changelog/claude-fable-5-access-suspended-on-ai-gateway>)

Author: Jerilyn Zheng

Published: 2026-06-12T07:01:00Z

Content type: release

Language: en

Sources: [Vercel News](<https://devfeed.tech/sources/vercel-news.md>)

Topics: [AI Chat](<https://devfeed.tech/topics/ai-chat.md>)

Tags: [ai-gateway](<https://devfeed.tech/tags/ai-gateway.md>), [anthropic](<https://devfeed.tech/tags/anthropic.md>), [claude](<https://devfeed.tech/tags/claude.md>), [compliance](<https://devfeed.tech/tags/compliance.md>), [government](<https://devfeed.tech/tags/government.md>), [model](<https://devfeed.tech/tags/model.md>), [models](<https://devfeed.tech/tags/models.md>), [us](<https://devfeed.tech/tags/us.md>)

### AI overview

Access to Claude Fable 5 has been suspended on AI Gateway for all users in compliance with a US Government directive. Other Anthropic models remain available through AI Gateway.

### Source excerpt

In compliance with the US Government's directive, access to Claude Fable 5 is now suspended on AI Gateway for all users. We do not know if or when access to the model will be restored. You can still access and use other Anthropic models through AI Gateway. Read more

## Commercial Invoice: Definition, Required Fields, and Template (2026)

DevFeed: [Commercial Invoice: Definition, Required Fields, and Template (2026)](<https://devfeed.tech/articles/commercial-invoice-definition-required-fields-and-template-2026-9767.md>)

Original publisher: [Read original article](<https://dodopayments.com/blogs/commercial-invoice-guide/>)

Author: Aarthi Poonia

Published: 2026-06-12T00:00:00Z

Content type: tutorial

Language: en

Sources: [Dodo Payments Blog](<https://devfeed.tech/sources/dodo-payments-blog.md>)

Topics: [Software as a service](<https://devfeed.tech/topics/saas.md>), [Finance](<https://devfeed.tech/topics/finance.md>)

Tags: [2026](<https://devfeed.tech/tags/2026.md>), [accounting](<https://devfeed.tech/tags/accounting.md>), [b2b](<https://devfeed.tech/tags/b2b.md>), [billing](<https://devfeed.tech/tags/billing.md>), [compliance](<https://devfeed.tech/tags/compliance.md>), [components](<https://devfeed.tech/tags/components.md>), [consulting](<https://devfeed.tech/tags/consulting.md>), [cross-border](<https://devfeed.tech/tags/cross-border.md>), [india](<https://devfeed.tech/tags/india.md>), [invoicing](<https://devfeed.tech/tags/invoicing.md>), [payment](<https://devfeed.tech/tags/payment.md>), [saas](<https://devfeed.tech/tags/saas.md>), [services](<https://devfeed.tech/tags/services.md>), [tax](<https://devfeed.tech/tags/tax.md>), [us](<https://devfeed.tech/tags/us.md>), [usb](<https://devfeed.tech/tags/usb.md>)

### AI overview

This guide explains commercial invoices, the fields they require, and when SaaS businesses use them for cross-border B2B contracts, professional services, trade finance, and hardware-related shipments. It also describes how modern SaaS billing handles international invoicing.

### Source excerpt

Commercial invoice explained. What it is, what fields are mandatory, when SaaS sellers use them, and how MoR billing handles cross-border invoicing.

## PRC-linked influence operations are targeting AI debates in the US

DevFeed: [PRC-linked influence operations are targeting AI debates in the US](<https://devfeed.tech/articles/prc-linked-influence-operations-are-targeting-ai-debates-in-the-us-6614.md>)

Original publisher: [Read original article](<https://openai.com/index/prc-linked-influence-operations-ai-debates>)

Published: 2026-06-10T12:00:00Z

Content type: article

Language: en

Sources: [OpenAI News](<https://devfeed.tech/sources/openai-news.md>)

Topics: [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [ChatGPT](<https://devfeed.tech/topics/chatgpt.md>), [OpenAI](<https://devfeed.tech/topics/openai.md>), [AI Infrastructure](<https://devfeed.tech/topics/ai-infrastructure.md>), [datacenter](<https://devfeed.tech/topics/datacenter.md>), [data](<https://devfeed.tech/topics/data.md>), [Network](<https://devfeed.tech/topics/network.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [ai-infrastructure](<https://devfeed.tech/tags/ai-infrastructure.md>), [chatgpt](<https://devfeed.tech/tags/chatgpt.md>), [china](<https://devfeed.tech/tags/china.md>), [data-center](<https://devfeed.tech/tags/data-center.md>), [global-affairs](<https://devfeed.tech/tags/global-affairs.md>), [images](<https://devfeed.tech/tags/images.md>), [media](<https://devfeed.tech/tags/media.md>), [network](<https://devfeed.tech/tags/network.md>), [openai](<https://devfeed.tech/tags/openai.md>), [trump](<https://devfeed.tech/tags/trump.md>), [us](<https://devfeed.tech/tags/us.md>)

### AI overview

OpenAI reports that two clusters of accounts likely originating from China used ChatGPT to support covert influence operations targeting US debates about AI, data centers, tariffs, and technology policy. The campaigns generated social media comments and images, but OpenAI found no evidence that they achieved meaningful breakout beyond their own activity.

### Source excerpt

A new report from OpenAI details PRC-linked influence operations using AI to target U.S. tech debates, data center narratives, tariffs, and false claims about ChatGPT.

[Next page](<https://devfeed.tech/tags/us.md?cursor=WyIyMDI2LTA2LTEwVDEyOjAwOjAwKzAwOjAwIiwgImNiNTc1MDBiLThiNTAtNGFhMi04YmFkLTMxYzRlNmI0ZWU0MyJd>)