# future

Published articles for future.

This is one page of public article previews, not the complete archive. Follow Next page to continue. Summaries are not the original full articles.

## Sergey Levine: Current State of Humanoid Robotics, China & Future Predictions

DevFeed: [Sergey Levine: Current State of Humanoid Robotics, China & Future Predictions](<https://devfeed.tech/articles/sergey-levine-current-state-of-humanoid-robotics-china-future-predictions-18096.md>)

Original publisher: [Read original article](<https://www.developing.dev/p/sergey-levine-current-state-of-humanoid>)

Author: Ryan Peterman

Published: 2026-08-24T13:05:33Z

Content type: opinion

Language: en

Sources: [The Developing Dev](<https://devfeed.tech/sources/the-developing-dev.md>)

Topics: [Robotics](<https://devfeed.tech/topics/robotics.md>), [Humanoid Robots](<https://devfeed.tech/topics/humanoid-robots.md>), [Physical AI](<https://devfeed.tech/topics/physical-ai.md>), [Machine learning](<https://devfeed.tech/topics/machine-learning.md>), [Large Language Model](<https://devfeed.tech/topics/llm.md>)

Tags: [china](<https://devfeed.tech/tags/china.md>), [future](<https://devfeed.tech/tags/future.md>), [humanoid-robots](<https://devfeed.tech/tags/humanoid-robots.md>), [llms](<https://devfeed.tech/tags/llms.md>), [machine-learning](<https://devfeed.tech/tags/machine-learning.md>), [physical-ai](<https://devfeed.tech/tags/physical-ai.md>), [predictions](<https://devfeed.tech/tags/predictions.md>), [robotics](<https://devfeed.tech/tags/robotics.md>)

### AI overview

An interview with robotics researcher Sergey Levine examines the current state of humanoid robotics, China's robotics ecosystem, possible competitors, future timelines, and how humanoid robots may be deployed. Levine discusses the importance of scaling the right technology, data, and model size.

### Source excerpt

Sergey Levine is one of the world's top robotics researchers and co-founder of Physical Intelligence.

## Q&A: Rethinking how innovation happens

DevFeed: [Q&A: Rethinking how innovation happens](<https://devfeed.tech/articles/q-a-rethinking-how-innovation-happens-37979.md>)

Original publisher: [Read original article](<https://news.mit.edu/2026/qa-eugene-fitzgerald-rethinking-how-innovation-happens-0817>)

Author: Jason Sparapani | Department of Materials Science and Engineering

Published: 2026-08-17T19:50:00Z

Content type: article

Language: en

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

Topics: [Materials science and engineering](<https://devfeed.tech/topics/materials-science-and-engineering.md>), [implementation](<https://devfeed.tech/topics/implementation.md>)

Tags: [altruistic-science](<https://devfeed.tech/tags/altruistic-science.md>), [artificial-intelligence](<https://devfeed.tech/tags/artificial-intelligence.md>), [book](<https://devfeed.tech/tags/book.md>), [books-and-authors](<https://devfeed.tech/tags/books-and-authors.md>), [business-and-management](<https://devfeed.tech/tags/business-and-management.md>), [dmse](<https://devfeed.tech/tags/dmse.md>), [economics](<https://devfeed.tech/tags/economics.md>), [engineering](<https://devfeed.tech/tags/engineering.md>), [eugene-fitzgerald](<https://devfeed.tech/tags/eugene-fitzgerald.md>), [faculty](<https://devfeed.tech/tags/faculty.md>), [fundamental-innovation](<https://devfeed.tech/tags/fundamental-innovation.md>), [future](<https://devfeed.tech/tags/future.md>), [innovation](<https://devfeed.tech/tags/innovation.md>), [interview](<https://devfeed.tech/tags/interview.md>), [invention](<https://devfeed.tech/tags/invention.md>), [invisible-engine](<https://devfeed.tech/tags/invisible-engine.md>), [misconceptions](<https://devfeed.tech/tags/misconceptions.md>), [mit-and-masdar-institute-cooperative-program](<https://devfeed.tech/tags/mit-and-masdar-institute-cooperative-program.md>), [mit-books-and-authors](<https://devfeed.tech/tags/mit-books-and-authors.md>), [mit-dmse](<https://devfeed.tech/tags/mit-dmse.md>), [mit-faculty-books](<https://devfeed.tech/tags/mit-faculty-books.md>), [mit-faculty-interview](<https://devfeed.tech/tags/mit-faculty-interview.md>), [moore-s-law](<https://devfeed.tech/tags/moore-s-law.md>), [q-a](<https://devfeed.tech/tags/q-a.md>), [research](<https://devfeed.tech/tags/research.md>), [research-commercialization](<https://devfeed.tech/tags/research-commercialization.md>), [school-of-engineering](<https://devfeed.tech/tags/school-of-engineering.md>), [semiconductor-technologies](<https://devfeed.tech/tags/semiconductor-technologies.md>), [semiconductors](<https://devfeed.tech/tags/semiconductors.md>), [singapore-mit-alliance-for-research-and-technology-smart](<https://devfeed.tech/tags/singapore-mit-alliance-for-research-and-technology-smart.md>), [strained-silicon](<https://devfeed.tech/tags/strained-silicon.md>), [strategic-research](<https://devfeed.tech/tags/strategic-research.md>), [value-creation](<https://devfeed.tech/tags/value-creation.md>)

### AI overview

MIT professor Eugene Fitzgerald discusses his book The Invisible Engine: Why Innovation Evades Control, drawing on research programs and his experience co-inventing strained silicon. He describes innovation as an intersection of science, economics, market applications, technology, implementation, and society.

### Source excerpt

In his latest book, Professor Eugene Fitzgerald examines the forces that turn breakthroughs into value -- and why innovation resists simple formulas.

## Revenue Forecasting for SaaS: Models and Methods

DevFeed: [Revenue Forecasting for SaaS: Models and Methods](<https://devfeed.tech/articles/revenue-forecasting-for-saas-models-and-methods-10312.md>)

Original publisher: [Read original article](<https://dodopayments.com/blogs/revenue-forecasting-saas/>)

Author: Ayush Agarwal

Published: 2026-04-12T00:00:00Z

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: [accounting](<https://devfeed.tech/tags/accounting.md>), [business](<https://devfeed.tech/tags/business.md>), [forecasting](<https://devfeed.tech/tags/forecasting.md>), [future](<https://devfeed.tech/tags/future.md>), [guide](<https://devfeed.tech/tags/guide.md>), [how-to](<https://devfeed.tech/tags/how-to.md>), [implementation](<https://devfeed.tech/tags/implementation.md>), [learn](<https://devfeed.tech/tags/learn.md>), [metric](<https://devfeed.tech/tags/metric.md>), [metrics](<https://devfeed.tech/tags/metrics.md>), [models](<https://devfeed.tech/tags/models.md>), [pipeline](<https://devfeed.tech/tags/pipeline.md>), [revenue](<https://devfeed.tech/tags/revenue.md>), [saas](<https://devfeed.tech/tags/saas.md>), [saas-finance](<https://devfeed.tech/tags/saas-finance.md>), [saas-metrics](<https://devfeed.tech/tags/saas-metrics.md>)

### AI overview

A practical guide to SaaS revenue forecasting that explains forecasting models, MRR and ARR logic, cohort behavior, pipeline assumptions, and scenario planning. It also discusses how billing details such as churn, expansion, contractions, annual prepayments, and recognized revenue affect forecast accuracy.

### Source excerpt

Learn how to build a SaaS revenue forecasting model using MRR movements, cohort behavior, pipeline assumptions, and scenario planning that finance teams can trust.

## OSS Japan 2025: A Breakthrough Year for Open Automotive Innovation

DevFeed: [OSS Japan 2025: A Breakthrough Year for Open Automotive Innovation](<https://devfeed.tech/articles/oss-japan-2025-a-breakthrough-year-for-open-automotive-innovation-12832.md>)

Original publisher: [Read original article](<https://xenproject.org/blog/oss-japan-2025-a-breakthrough-year-for-open-automotive-innovation/>)

Author: Cody Zuschlag

Published: 2025-12-16T11:35:48Z

Content type: article

Language: en

Sources: [Blog - Xen Project](<https://devfeed.tech/sources/blog-xen-project.md>)

Topics: [Open Source](<https://devfeed.tech/topics/open-source.md>), [virtualization](<https://devfeed.tech/topics/virtualization.md>), [systems](<https://devfeed.tech/topics/systems.md>), [Arm](<https://devfeed.tech/topics/arm.md>)

Tags: [2025](<https://devfeed.tech/tags/2025.md>), [amd](<https://devfeed.tech/tags/amd.md>), [arm](<https://devfeed.tech/tags/arm.md>), [automotive](<https://devfeed.tech/tags/automotive.md>), [cloud](<https://devfeed.tech/tags/cloud.md>), [collaboration](<https://devfeed.tech/tags/collaboration.md>), [data-centers](<https://devfeed.tech/tags/data-centers.md>), [event](<https://devfeed.tech/tags/event.md>), [future](<https://devfeed.tech/tags/future.md>), [infrastructure](<https://devfeed.tech/tags/infrastructure.md>), [open-source](<https://devfeed.tech/tags/open-source.md>), [oss](<https://devfeed.tech/tags/oss.md>), [summit](<https://devfeed.tech/tags/summit.md>), [talks](<https://devfeed.tech/tags/talks.md>), [transformation](<https://devfeed.tech/tags/transformation.md>), [virtualization](<https://devfeed.tech/tags/virtualization.md>)

### AI overview

The article reports on the Xen Project's participation in Open Source Summit Japan and Automotive Linux Summit 2025. It presents open source as a foundation for software-defined vehicles, highlighting Xen's role in mixed-criticality workloads, cockpit virtualization, and vehicle software stacks. The article also emphasizes collaboration among silicon vendors, automotive manufacturers, and cloud and server infrastructure companies.

### Source excerpt

The Xen Project is back from Open Source Summit Japan and Automotive Linux Summit 2025. This year's event felt like a true watershed moment for the automotive industry and for open source. Across talks, demos, and hallway conversations, one thing was clear: open source is now a foundational

## GPT-5 and the future of mathematical discovery

DevFeed: [GPT-5 and the future of mathematical discovery](<https://devfeed.tech/articles/gpt-5-and-the-future-of-mathematical-discovery-6435.md>)

Original publisher: [Read original article](<https://openai.com/index/gpt-5-mathematical-discovery>)

Published: 2025-11-24T00:00:00Z

Content type: article

Language: en

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

Topics: [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [Optimization](<https://devfeed.tech/topics/optimization.md>), [Large Language Model](<https://devfeed.tech/topics/llm.md>), [Algorithm](<https://devfeed.tech/topics/algorithm.md>), [Math and Logic](<https://devfeed.tech/topics/math-and-logic.md>), [OpenAI](<https://devfeed.tech/topics/openai.md>), [ChatGPT](<https://devfeed.tech/topics/chatgpt.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [future](<https://devfeed.tech/tags/future.md>), [gpt](<https://devfeed.tech/tags/gpt.md>), [large-language-model](<https://devfeed.tech/tags/large-language-model.md>), [llm](<https://devfeed.tech/tags/llm.md>), [math](<https://devfeed.tech/tags/math.md>), [math-and-logic](<https://devfeed.tech/tags/math-and-logic.md>), [openai](<https://devfeed.tech/tags/openai.md>), [optimization](<https://devfeed.tech/tags/optimization.md>), [speed](<https://devfeed.tech/tags/speed.md>)

### AI overview

The article describes how UCLA mathematician Ernest Ryu used GPT-5 to investigate a longstanding open problem in optimization theory involving the Nesterov Accelerated Gradient method. GPT-5 helped surface mathematical ideas and techniques quickly, contributing to an explanation of why NAG can accelerate optimization while remaining stable.

### Source excerpt

UCLA Professor Ernest Ryu and GPT-5 solved a key question in optimization theory, showcasing AI's role in accelerating mathematical discovery.

## AI progress and recommendations

DevFeed: [AI progress and recommendations](<https://devfeed.tech/articles/ai-progress-and-recommendations-6293.md>)

Original publisher: [Read original article](<https://openai.com/index/ai-progress-and-recommendations>)

Published: 2025-11-06T00:00:00Z

Content type: article

Language: en

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

Topics: [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [AI Strategy](<https://devfeed.tech/topics/ai-strategy.md>), [Software Engineering](<https://devfeed.tech/topics/software-engineering.md>)

Tags: [2026](<https://devfeed.tech/tags/2026.md>), [ai](<https://devfeed.tech/tags/ai.md>), [chatbots](<https://devfeed.tech/tags/chatbots.md>), [company](<https://devfeed.tech/tags/company.md>), [cost](<https://devfeed.tech/tags/cost.md>), [discovery](<https://devfeed.tech/tags/discovery.md>), [future](<https://devfeed.tech/tags/future.md>), [recommendations](<https://devfeed.tech/tags/recommendations.md>), [research](<https://devfeed.tech/tags/research.md>), [safety](<https://devfeed.tech/tags/safety.md>)

### AI overview

The article describes rapid advances in AI, including systems that can outperform top human performance in difficult intellectual competitions and increasingly support software engineering and knowledge discovery. It discusses falling costs, expected capability gains through 2026 and beyond, societal adaptation, safety, and the possibility of a better future.

### Source excerpt

AI is advancing fast. We have the chance to shape its progress--toward discovery, safety, and a better future for everyone.

## AI's capabilities, uncertain trajectory, and potential economic consequences

DevFeed: [AI's capabilities, uncertain trajectory, and potential economic consequences](<https://devfeed.tech/articles/ai-is-different-20646.md>)

Original publisher: [Read original article](<http://antirez.com/news/155>)

Published: 2025-08-13T15:59:56Z

Content type: opinion

Language: en

Sources: [Antirez](<https://devfeed.tech/sources/antirez.md>)

Topics: [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [Large Language Model](<https://devfeed.tech/topics/llm.md>), [Transformer architecture](<https://devfeed.tech/topics/transformer-architecture.md>), [systems](<https://devfeed.tech/topics/systems.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [future](<https://devfeed.tech/tags/future.md>), [investors](<https://devfeed.tech/tags/investors.md>), [llms](<https://devfeed.tech/tags/llms.md>), [models](<https://devfeed.tech/tags/models.md>), [science](<https://devfeed.tech/tags/science.md>), [transformer-architecture](<https://devfeed.tech/tags/transformer-architecture.md>)

### AI overview

This opinion article examines AI's progress in language understanding, programming, and bug finding while emphasizing uncertainty about future advances. It also considers how greater AI independence could challenge labor markets, service businesses, and the concentration of intelligence providers.

### Source excerpt

Regardless of their flaws, AI systems continue to impress with their ability to replicate certain human skills. Even if imperfect, such systems were a few years ago science fiction. It was not even clear that we were so near to create machines that could understand the human language, write programs, and find bugs in a complex code base: bugs that escaped the code review of a competent programmer. Since LLMs and in general deep models are poorly understood, and even the most prominent experts in the field failed miserably again and again to modulate the expectations (with incredible errors on both sides: of reducing or magnifying what was near to come), it is hard to tell what will come next. But even before the Transformer architecture, we were seeing incredible progress for many years, and so far there is no clear sign that the future will not hold more. After all, a plateau of the current systems is possible and very credible, but it would likely stimulate, at this point, massive research efforts in the next step of architectures. However, if AI avoids plateauing long enough to become significantly more useful and independent of humans, this revolution is going to be very unlike the past ones. Yet the economic markets are reacting as if they were governed by stochastic parrots. Their pattern matching wants that previous technologies booms created more business opportunities, so investors are polarized to think the same will happen with AI. But this is not the only possible outcome. We are not there, yet, but if AI could replace a sizable amount of workers, the economic system will be put to a very hard test. Moreover, companies could be less willing to pay for services that their internal AIs can handle or build from scratch. Nor is it possible to imagine a system where a few mega companies are the only providers of intelligence: either AI will be eventually a commodity, or the governments would do something, in such an odd economic setup (a setup where a single

## Go's adoption and relevance for developers

DevFeed: [Go's adoption and relevance for developers](<https://devfeed.tech/articles/invest-in-the-right-future-tech-39671.md>)

Original publisher: [Read original article](<https://www.gauravsarma.com/random/2025-06-25_invest-in-the-right-tech>)

Published: 2025-06-25T00:00:00Z

Content type: opinion

Language: en

Sources: [Gaurav Sarma's Blog](<https://devfeed.tech/sources/gaurav-sarma-s-blog.md>)

Topics: [Go Language](<https://devfeed.tech/topics/go-language.md>), [Docker](<https://devfeed.tech/topics/docker.md>), [Kubernetes](<https://devfeed.tech/topics/kubernetes.md>), [Terraform](<https://devfeed.tech/topics/terraform.md>)

Tags: [adoption](<https://devfeed.tech/tags/adoption.md>), [career](<https://devfeed.tech/tags/career.md>), [docker](<https://devfeed.tech/tags/docker.md>), [future](<https://devfeed.tech/tags/future.md>), [go](<https://devfeed.tech/tags/go.md>), [kubernetes](<https://devfeed.tech/tags/kubernetes.md>), [language](<https://devfeed.tech/tags/language.md>), [tech](<https://devfeed.tech/tags/tech.md>), [terraform](<https://devfeed.tech/tags/terraform.md>)

### AI overview

The article argues that Go is a strong language choice for experienced developers because its adoption by companies and use in projects such as Kubernetes, Docker, and Terraform indicate continuing relevance.

### Source excerpt

Original Tweet - https://x. com/sarmag77/status/1948641731966369923 Back in 2018-2019, Go experienced a spike massive adoption with popular projects like Kubernetes, Docker, Terraform...

## Understanding Futures and await in Dart and Flutter

DevFeed: [Understanding Futures and await in Dart and Flutter](<https://devfeed.tech/articles/why-await-futures-in-dart-flutter-23990.md>)

Original publisher: [Read original article](<https://quickbirdstudios.com/blog/futures-flutter-dart/>)

Author: Marvin März

Published: 2025-05-27T08:28:16Z

Content type: tutorial

Language: en

Sources: [QuickBird Studios Blog](<https://devfeed.tech/sources/quickbird-studios-blog.md>)

Topics: [Dart](<https://devfeed.tech/topics/dart.md>), [Flutter](<https://devfeed.tech/topics/flutter.md>), [event driven](<https://devfeed.tech/topics/event-driven.md>), [Concurrency](<https://devfeed.tech/topics/concurrency.md>)

Tags: [asynchronous](<https://devfeed.tech/tags/asynchronous.md>), [await](<https://devfeed.tech/tags/await.md>), [concurrency](<https://devfeed.tech/tags/concurrency.md>), [dart](<https://devfeed.tech/tags/dart.md>), [event-driven](<https://devfeed.tech/tags/event-driven.md>), [flutter](<https://devfeed.tech/tags/flutter.md>), [future](<https://devfeed.tech/tags/future.md>), [post](<https://devfeed.tech/tags/post.md>)

### AI overview

This tutorial explains how Futures and await work in Dart and Flutter, including their interaction with Dart's single-threaded event loop, asynchronous I/O, and common pitfalls.

### Source excerpt

Futures in Dart might seem straightforward at first glance, but dig a little deeper, and you'll find they can be more intricate than you initially thought. Ever wondered how these asynchronous operations truly play with Dart's single-threaded event loop? Or perhaps you've stumbled upon some of the common pitfalls that can trip up even experienced Flutter developers? Fear not, because we're about to embark on a journey to unravel the mysteries of Futures in Dart and Flutter. The post Why Await? Futures in Dart & Flutter appeared first on QuickBird Studios.

## A Dream About the Future of Kotlin

DevFeed: [A Dream About the Future of Kotlin](<https://devfeed.tech/articles/kotlin-christmas-dream-39248.md>)

Original publisher: [Read original article](<https://kt.academy/article/christmas-dream-2024>)

Published: 2024-12-24T00:00:00Z

Content type: opinion

Language: en

Sources: [Kt. Academy](<https://devfeed.tech/sources/kt-academy.md>)

Topics: [Kotlin](<https://devfeed.tech/topics/kotlin.md>), [Kotlin programming](<https://devfeed.tech/topics/kotlin-programming.md>)

Tags: [future](<https://devfeed.tech/tags/future.md>), [kotlin](<https://devfeed.tech/tags/kotlin.md>), [workshop-learning-programming](<https://devfeed.tech/tags/workshop-learning-programming.md>)

### AI overview

A personal reflection on the future of Kotlin.

### Source excerpt

My dream about the future of Kotlin.

## Building a Text Editor in the Times of AI

DevFeed: [Building a Text Editor in the Times of AI](<https://devfeed.tech/articles/building-a-text-editor-in-the-times-of-ai-13432.md>)

Original publisher: [Read original article](<https://zed.dev/blog/building-a-text-editor-in-times-of-ai>)

Author: Thorsten Ball

Published: 2024-03-26T00:00:00Z

Content type: opinion

Language: en

Sources: [Zed Industries - Blog](<https://devfeed.tech/sources/zed-industries-blog.md>)

Topics: [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [Programming](<https://devfeed.tech/topics/programming.md>), [Language models](<https://devfeed.tech/topics/language-models.md>), [Natural language processing](<https://devfeed.tech/topics/nlp.md>), [ChatGPT](<https://devfeed.tech/topics/chatgpt.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [chatgpt](<https://devfeed.tech/tags/chatgpt.md>), [future](<https://devfeed.tech/tags/future.md>), [implementation](<https://devfeed.tech/tags/implementation.md>), [interviews](<https://devfeed.tech/tags/interviews.md>), [programming](<https://devfeed.tech/tags/programming.md>)

### AI overview

An editorialized interview with Zed co-founders Nathan, Max, and Antonio about how they discovered and use AI for programming, how AI features are implemented in Zed, and what they hope to change.

### Source excerpt

Thorsten interviews co-founders Nathan, Max, Antonio about their path to AI, how they use it, how it's implemented in AI, what will change about it, and what that could mean for the future of programming.

## Worth Reading: History of Ethernet

DevFeed: [Worth Reading: History of Ethernet](<https://devfeed.tech/articles/worth-reading-history-of-ethernet-10972.md>)

Original publisher: [Read original article](<https://blog.ipspace.net/2024/03/worth-reading-history-of-ethernet/>)

Published: 2024-03-16T07:16:00Z

Content type: opinion

Language: en

Sources: [ipSpace.net blog](<https://devfeed.tech/sources/ipspace-net-blog.md>)

Topics: [Ethernet](<https://devfeed.tech/topics/ethernet.md>)

Tags: [article](<https://devfeed.tech/tags/article.md>), [ethernet](<https://devfeed.tech/tags/ethernet.md>), [future](<https://devfeed.tech/tags/future.md>), [history](<https://devfeed.tech/tags/history.md>), [worth-reading](<https://devfeed.tech/tags/worth-reading.md>)

### AI overview

A recommendation for a lengthy March 2024 Internet Protocol Journal article about the history and future of Ethernet, noted as potentially useful for readers who were not present when Ethernet began.

### Source excerpt

The March 2024 Internet Protocol Journal has a lengthy article on the history and "future" of Ethernet that might be worth reading (although it's short on details) if you weren't around when it all started.

## The Future of Programming: AI and Interface-Oriented Languages

DevFeed: [The Future of Programming: AI and Interface-Oriented Languages](<https://devfeed.tech/articles/the-future-of-programming-ai-and-interface-oriented-languages-20718.md>)

Original publisher: [Read original article](<https://medium.com/javascript-scene/the-future-of-programming-ai-and-interface-oriented-languages-119f155466ef?source=rss----c0aeac5284ad---4>)

Author: Eric Elliott

Published: 2023-07-24T18:59:09Z

Content type: tutorial

Language: en

Sources: [Eric Elliot](<https://devfeed.tech/sources/eric-elliot.md>)

Topics: [Programming language](<https://devfeed.tech/topics/programming-language.md>), [interfaces](<https://devfeed.tech/topics/interfaces.md>), [Programming](<https://devfeed.tech/topics/programming.md>), [Language models](<https://devfeed.tech/topics/language-models.md>), [Code](<https://devfeed.tech/topics/code.md>), [JavaScript](<https://devfeed.tech/topics/javascript.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [c](<https://devfeed.tech/tags/c.md>), [chatgpt](<https://devfeed.tech/tags/chatgpt.md>), [code](<https://devfeed.tech/tags/code.md>), [future](<https://devfeed.tech/tags/future.md>), [interfaces](<https://devfeed.tech/tags/interfaces.md>), [javascript](<https://devfeed.tech/tags/javascript.md>), [language-models](<https://devfeed.tech/tags/language-models.md>), [languages](<https://devfeed.tech/tags/languages.md>), [programming](<https://devfeed.tech/tags/programming.md>), [python](<https://devfeed.tech/tags/python.md>), [rust](<https://devfeed.tech/tags/rust.md>), [software-development](<https://devfeed.tech/tags/software-development.md>), [technology](<https://devfeed.tech/tags/technology.md>)

### AI overview

This article introduces SudoLang, a programming language designed for collaboration with AI language models. It explains how interface-oriented programming can organize state, constraints, commands, and functions, and notes that SudoLang programs can be transpiled to languages including JavaScript, Python, Rust, and C.

### Source excerpt

AI language models, such as ChatGPT and Claude, empower anyone to create software. These models can intelligently understand problems, create solutions, and explain the solutions. But natural language isn't always the best way to communicate with AI. If you need to keep track of complex data and define how you interact with that data in specific ways, SudoLang can help. If you think this is only going to help with AI code, think again. You can author any program in SudoLang and then transpile it to other languages, like JavaScript, Python, Rust, or C -- so you can take advantage of these features no matter what kind of software you're building. What is SudoLang? SudoLang is a programming language designed to collaborate with AI language models including ChatGPT, Bing Chat, Anthropic Claude, and Google Bard. It is designed to be easy to learn and use. It is also very expressive and powerful. All advanced language models understand it without any special prompting. You do not need to paste the SudoLang specification before using SudoLang with your favorite AI. Please read the SudoLang documentation for more information about the language. Interfaces in SudoLang Interface-oriented programming lets you structure your program and easily declare what you want the AI to keep track of and how you want to interact with it. Interfaces are a powerful tool to encapsulate related state, constraints, commands, and functions. They organize the code in a clear, understandable, and reusable way. The key features of interfaces in SudoLang include: State: This represents the data associated with the interface. Constraints: These are rules or requirements defined in natural language that the AI maintains automatically. /Commands and methods: These are operations that can be performed on or by the interface. Here's a simple example: HelloCounter { message: "Hello, World!" count: 0 Constraints { count <= 10 } /increment - Increment count by 1. /say hello - Display the message. } HelloCoun

## Using Apollo Client with Next.js 13: releasing an official library to support the App Router

DevFeed: [Using Apollo Client with Next.js 13: releasing an official library to support the App Router](<https://devfeed.tech/articles/using-apollo-client-with-next-js-13-releasing-an-official-library-to-support-the-app-router-23557.md>)

Original publisher: [Read original article](<https://www.apollographql.com/blog/using-apollo-client-with-next-js-13-releasing-an-official-library-to-support-the-app-router>)

Author: Patrick Arminio

Published: 2023-05-10T14:09:08Z

Content type: tutorial

Language: en

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

Topics: [apollo-client](<https://devfeed.tech/topics/apollo-client.md>), [Next.js](<https://devfeed.tech/topics/next-js.md>), [React](<https://devfeed.tech/topics/react.md>), [GraphQL](<https://devfeed.tech/topics/graphql.md>)

Tags: [announcement](<https://devfeed.tech/tags/announcement.md>), [apollo-client](<https://devfeed.tech/tags/apollo-client.md>), [future](<https://devfeed.tech/tags/future.md>), [graphql](<https://devfeed.tech/tags/graphql.md>), [how-to](<https://devfeed.tech/tags/how-to.md>), [next-js](<https://devfeed.tech/tags/next-js.md>), [quick-start](<https://devfeed.tech/tags/quick-start.md>), [react](<https://devfeed.tech/tags/react.md>)

### AI overview

Apollo is releasing an experimental library to simplify using Apollo Client with Next.js 13's App Router in both React Server Components and Client Components. The article explains when to use each approach and provides a quick start.

### Source excerpt

The latest release of Next.js 13 (13.4) declared the new app directory as stable and it will now be the default for new projects. The app directory is a major milestone of Next.js and the whole React ecosystem as it marks all components under the app directory as React Server Components. While this is an exciting new feature, it also brought some confusion to people using them for the first time.

## Scouting for the Future: Technology and the Scouting Movement

DevFeed: [Scouting for the Future: Technology and the Scouting Movement](<https://devfeed.tech/articles/scouting-for-the-future-technology-and-the-scouting-movement-17061.md>)

Original publisher: [Read original article](<https://blog.ethereum.org/en/2023/05/01/scouting-future-movement>)

Author: Mihajlo Atanackovic

Published: 2023-05-01T00:00:00Z

Content type: opinion

Language: en

Sources: [Ethereum Foundation Blog](<https://devfeed.tech/sources/ethereum-foundation-blog.md>)

Topics: [Internet](<https://devfeed.tech/topics/internet.md>), [Web](<https://devfeed.tech/topics/web.md>), [Learning](<https://devfeed.tech/topics/learning.md>), [Website](<https://devfeed.tech/topics/website.md>)

Tags: [community](<https://devfeed.tech/tags/community.md>), [education](<https://devfeed.tech/tags/education.md>), [events](<https://devfeed.tech/tags/events.md>), [future](<https://devfeed.tech/tags/future.md>), [next-billion](<https://devfeed.tech/tags/next-billion.md>), [technology](<https://devfeed.tech/tags/technology.md>), [web3](<https://devfeed.tech/tags/web3.md>)

### AI overview

A personal account of how technology and the scouting movement shaped the author's life, followed by an overview of scouting's global community, educational activities, online presence, and interest in moving toward Web3.

### Source excerpt

Hello everyone! My name is Mihajlo, and over the past six months as part of my Next Billion Fellowship, I've been working to bring the benefits of Web3 to the World Scouting Movement. Growing up in Serbia in the '90s, I experienced firsthand the devastating effects that wars and...

## Visualizing information propagation in markets

DevFeed: [Visualizing information propagation in markets](<https://devfeed.tech/articles/visualizing-information-propagation-in-markets-20224.md>)

Original publisher: [Read original article](<https://blog.janestreet.com/visualizing-information-propagation-in-markets-index/>)

Author: Ricson Cheng

Published: 2022-11-23T00:00:00Z

Content type: article

Language: en

Sources: [Jane Street](<https://devfeed.tech/sources/jane-street.md>)

Topics: [Transactions](<https://devfeed.tech/topics/transactions.md>), [data](<https://devfeed.tech/topics/data.md>)

Tags: [data](<https://devfeed.tech/tags/data.md>), [forecasting](<https://devfeed.tech/tags/forecasting.md>), [future](<https://devfeed.tech/tags/future.md>), [hedge](<https://devfeed.tech/tags/hedge.md>), [index](<https://devfeed.tech/tags/index.md>), [information](<https://devfeed.tech/tags/information.md>), [transactions](<https://devfeed.tech/tags/transactions.md>), [uk](<https://devfeed.tech/tags/uk.md>), [visualization](<https://devfeed.tech/tags/visualization.md>)

### AI overview

The article uses the historical Dojima rice market and the story of Forecasting Yomiji to introduce how price information propagated through markets. It then presents a visualization of information transmission through fiber-optic cables using data from futures exchanges around the world, with equity index futures as an example.

### Source excerpt

The Dojima rice market, established around 1716, is widely considered to be the world's first organized futures exchange. Instead of directly exchanging money for rice on the spot, merchants would agree on a price and future date at which rice and money would be exchanged. This allowed farmers and consumers to hedge their risk. As a result, information about the abundance or lack of rice would travel across the country as fast as rice merchants carried it.

## Report card: Java 19 and the end of Kotlin

DevFeed: [Report card: Java 19 and the end of Kotlin](<https://devfeed.tech/articles/report-card-java-19-and-the-end-of-kotlin-20968.md>)

Original publisher: [Read original article](<https://jakewharton.com/report-card-java-19-and-the-end-of-kotlin/>)

Published: 2022-09-20T00:00:00Z

Content type: opinion

Language: en

Sources: [Jake Wharton](<https://devfeed.tech/sources/jake-wharton.md>)

Topics: [Java](<https://devfeed.tech/topics/java.md>), [Kotlin](<https://devfeed.tech/topics/kotlin.md>)

Tags: [developer](<https://devfeed.tech/tags/developer.md>), [feature](<https://devfeed.tech/tags/feature.md>), [future](<https://devfeed.tech/tags/future.md>), [java](<https://devfeed.tech/tags/java.md>), [java-language](<https://devfeed.tech/tags/java-language.md>), [jdk](<https://devfeed.tech/tags/jdk.md>), [kotlin](<https://devfeed.tech/tags/kotlin.md>), [project-valhalla](<https://devfeed.tech/tags/project-valhalla.md>), [report](<https://devfeed.tech/tags/report.md>), [update](<https://devfeed.tech/tags/update.md>), [valhalla](<https://devfeed.tech/tags/valhalla.md>)

### AI overview

The article reviews how Java 19 compares with predictions made three years earlier, grading features such as local methods, text blocks, records, sealed hierarchies, type patterns, and virtual threads. It concludes that Java remains strong, Kotlin has continued to evolve, and developers should use the latest JDK rather than wait for an OpenJDK LTS release.

### Source excerpt

Three years ago I gave the talk "What's new in Java 19: The end of Kotlin?" which forecasted what a future Java language would look like in September 2022 when Java 19 was released. Check your calendars, folks. It's September 2022 right now and Java 19 was released today! As expected my predictions were not perfect, but I'm pretty happy with the results. Let's check in with each feature and see how my predictions fared report-card style1. Local methods This feature allows for methods to be declared inside of other methods making them effectively private to that method. public static boolean anyMatch(Graph graph, Predicate<Node> predicate) { var seen = new HashSet<Node>(); boolean hasMatch(Node node) { if (!seen.add(node)) return false; // already seen if (predicate.test(node)) return true; // match! return node.getNodes().stream().anyMatch(n -> hasMatch(n)); } return hasMatch(getRoot()); } Grade: F 🔴 Working support for local methods was added to a branch in Project Amber in October 2019. It seemed like a slam dunk, but a JEP for the feature was never created. The branch still sits in the Project Amber repo unchanged in three years. If I had to guess, all eyes in Amber are focused on pattern matching and its related features. Hopefully someday local methods can be picked back up as a proposed feature. Text blocks A multiline string literal for when one line just isn't enough. System.out.println(""" SELECT * FROM users WHERE name LIKE 'Jake %' """); Grade: A 🟢 Delivered in Java 15. Records A read-only type that exists solely for carrying data with strong, semantic names. record Person(String name, int age) { } Grade: A 🟢 Delivered in Java 16. Sealed hierarchies Define the list of permitted subtypes of your class or interface and prevent any others. sealed interface Developer { } record Person(String name, int age) extends Developer { } record Business(String name) extends Developer { } Grade: A 🟢 Delivered in Java 17. Type patterns Declare a new name to bind when a t

## GraphQL Summit Agenda Preview

DevFeed: [GraphQL Summit Agenda Preview](<https://devfeed.tech/articles/graphql-summit-agenda-preview-23341.md>)

Original publisher: [Read original article](<https://www.apollographql.com/blog/graphql-summit-agenda-preview>)

Author: Jessica Hofman

Published: 2021-10-05T11:36:20Z

Content type: article

Language: en

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

Topics: [GraphQL](<https://devfeed.tech/topics/graphql.md>), [Architecture & Design](<https://devfeed.tech/topics/architecture-design.md>), [observability](<https://devfeed.tech/topics/observability.md>), [Security](<https://devfeed.tech/topics/security.md>), [Authorization](<https://devfeed.tech/topics/authorization.md>)

Tags: [announcement](<https://devfeed.tech/tags/announcement.md>), [build](<https://devfeed.tech/tags/build.md>), [community](<https://devfeed.tech/tags/community.md>), [concurrent](<https://devfeed.tech/tags/concurrent.md>), [conference](<https://devfeed.tech/tags/conference.md>), [future](<https://devfeed.tech/tags/future.md>), [graphql](<https://devfeed.tech/tags/graphql.md>), [scale](<https://devfeed.tech/tags/scale.md>), [summit](<https://devfeed.tech/tags/summit.md>)

### AI overview

GraphQL Summit Agenda Preview outlines the two-day virtual conference's Build and Scale tracks, covering GraphQL development, testing, maintenance, security, observability, authorization, federated graphs, and scaling considerations. Sessions will be available on demand.

### Source excerpt

Get ready for GraphQL Summit taking place November 10-11! Explore the future of GraphQL with community champions and experts in this two-day interactive virtual conference dedicated to building, managing, and scaling with the graph. A Jam-Packed Agenda New for the Fall Summit, we'll be running two concurrent tracks: Build and Scale, so you can stay focused on the sessions that matter to you most.

## Why You Cannot Simply Print a Safe mRNA Vaccine

DevFeed: [Why You Cannot Simply Print a Safe mRNA Vaccine](<https://devfeed.tech/articles/sadly-you-can-t-print-your-own-safe-mrna-vaccine-36535.md>)

Original publisher: [Read original article](<https://berthub.eu/articles/posts/sadly-you-cant-print-your-own-vaccine/>)

Published: 2021-03-30T13:46:36Z

Content type: opinion

Language: en

Sources: [Bert Hubert's writings](<https://devfeed.tech/sources/bert-hubert-s-writings.md>)

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

Tags: [automated](<https://devfeed.tech/tags/automated.md>), [biology](<https://devfeed.tech/tags/biology.md>), [code](<https://devfeed.tech/tags/code.md>), [covid-19](<https://devfeed.tech/tags/covid-19.md>), [dna](<https://devfeed.tech/tags/dna.md>), [future](<https://devfeed.tech/tags/future.md>), [processing](<https://devfeed.tech/tags/processing.md>), [quality-control](<https://devfeed.tech/tags/quality-control.md>), [technology](<https://devfeed.tech/tags/technology.md>)

### AI overview

This post explains why knowing an mRNA vaccine's sequence does not make it possible to print a safe vaccine. Production requires complex biochemical processing, lipid nanoparticle packaging, extensive quality control, and sterile manufacturing.

### Source excerpt

Brief post, in response to the many many many technical people that propose to print their own mRNA vaccines "now that the source is out there". I've spent a lot of time individually explaining why this is unlikely to happen any time soon, and I thought it a good idea to explain it here as well. Mountains of details on how the vaccines are actually produced can be found on this awesome page by Jonas Neubert and Cornelia Scheitz.

## Teleport's efforts to improve gender diversity and support women in technology

DevFeed: [Teleport's efforts to improve gender diversity and support women in technology](<https://devfeed.tech/articles/women-at-teleport-focus-on-the-future-29939.md>)

Original publisher: [Read original article](<https://goteleport.com/blog/the-future-of-women-at-gravitational/>)

Author: info@goteleport.com (Kafi Payne)

Published: 2020-03-26T00:00:00Z

Content type: opinion

Language: en

Sources: [Teleport](<https://devfeed.tech/sources/teleport.md>)

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

Tags: [best-practices](<https://devfeed.tech/tags/best-practices.md>), [equity](<https://devfeed.tech/tags/equity.md>), [future](<https://devfeed.tech/tags/future.md>), [gender](<https://devfeed.tech/tags/gender.md>), [partnership](<https://devfeed.tech/tags/partnership.md>), [research](<https://devfeed.tech/tags/research.md>)

### AI overview

Teleport describes its gender representation, acknowledges that women make up about 14% of its employees, and outlines efforts to improve diversity through more inclusive job-description language and a partnership with Ada Developers Academy.

### Source excerpt

Women's history month is almost over, but it's still important to consider the contributions of women.

## A CEO's Experience During the COVID-19 Crisis -- Part III : Looking Ahead

DevFeed: [A CEO's Experience During the COVID-19 Crisis -- Part III : Looking Ahead](<https://devfeed.tech/articles/a-ceo-s-experience-during-the-covid-19-crisis-part-iii-looking-ahead-13796.md>)

Original publisher: [Read original article](<https://developer.espressif.com/blog/a-ceos-experience-during-the-covid-19-crisis-part-iii-looking-ahead/>)

Author: John Lee

Published: 2020-03-07T00:00:00Z

Content type: opinion

Language: en

Sources: [Blog on Developer Portal](<https://devfeed.tech/sources/blog-on-developer-portal.md>)

Topics: [Espressif](<https://devfeed.tech/topics/espressif.md>), [Statistics](<https://devfeed.tech/topics/statistics.md>)

Tags: [blog](<https://devfeed.tech/tags/blog.md>), [ceo-blog](<https://devfeed.tech/tags/ceo-blog.md>), [covid](<https://devfeed.tech/tags/covid.md>), [covid-19](<https://devfeed.tech/tags/covid-19.md>), [esp-rainmaker](<https://devfeed.tech/tags/esp-rainmaker.md>), [esp32](<https://devfeed.tech/tags/esp32.md>), [espressif](<https://devfeed.tech/tags/espressif.md>), [experience](<https://devfeed.tech/tags/experience.md>), [future](<https://devfeed.tech/tags/future.md>), [japan](<https://devfeed.tech/tags/japan.md>), [measurement](<https://devfeed.tech/tags/measurement.md>), [measurements](<https://devfeed.tech/tags/measurements.md>), [performance](<https://devfeed.tech/tags/performance.md>), [statistics](<https://devfeed.tech/tags/statistics.md>), [us](<https://devfeed.tech/tags/us.md>), [work](<https://devfeed.tech/tags/work.md>)

### AI overview

Espressif CEO Teo Swee Ann provides an update on how COVID-19 has affected the company and discusses the future. The article also reports preliminary results from a high-risk test chip, including improved performance and lower power consumption under limited conditions.

### Source excerpt

The COVID-19 situation is developing rapidly, and the CEO of Espressif, Teo Swee Ann, gives a short update of the situation and some considerations of the future. The COVID-19 situation continues to unfold fast and globally. It has reached Europe, Japan, South Korea, and the United States, and on the minds of many is whether COVID-19's advance will be arrested by warmer weather or if a cure or vaccine will be found.

## Ethereum Foundation Spring 2019 Update

DevFeed: [Ethereum Foundation Spring 2019 Update](<https://devfeed.tech/articles/ethereum-foundation-spring-2019-update-16846.md>)

Original publisher: [Read original article](<https://blog.ethereum.org/en/2019/05/21/ethereum-foundation-spring-2019-update>)

Author: Ethereum Foundation

Published: 2019-05-21T00:00:00Z

Content type: release

Language: en

Sources: [Ethereum Foundation Blog](<https://devfeed.tech/sources/ethereum-foundation-blog.md>)

Topics: [Ethereum](<https://devfeed.tech/topics/ethereum.md>), [Scalability](<https://devfeed.tech/topics/scalability.md>)

Tags: [community](<https://devfeed.tech/tags/community.md>), [developers](<https://devfeed.tech/tags/developers.md>), [ethereum](<https://devfeed.tech/tags/ethereum.md>), [funding](<https://devfeed.tech/tags/funding.md>), [future](<https://devfeed.tech/tags/future.md>), [organizational](<https://devfeed.tech/tags/organizational.md>), [update](<https://devfeed.tech/tags/update.md>)

### AI overview

The Ethereum Foundation's Spring 2019 update describes Ethereum ecosystem progress and explains the Foundation's roles as a resource allocator, ecosystem voice, and advocate. It also discusses managing its ETH and cash reserves and supporting broader funding mechanisms for important projects.

### Source excerpt

...

## ServerlessConf 2018 San Francisco: key takeaways for the future of serverless

DevFeed: [ServerlessConf 2018 San Francisco: key takeaways for the future of serverless](<https://devfeed.tech/articles/serverlessconf-2018-san-francisco-key-takeaways-for-the-future-of-serverless-14431.md>)

Original publisher: [Read original article](<https://www.serverless.com/blog/serverlessconf-recap-san-francisco-2018-key-takeaways-future-serverless>)

Author: Andrea Passwater

Published: 2018-07-31T00:00:00Z

Content type: article

Language: en

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

Topics: [Serverless](<https://devfeed.tech/topics/serverless.md>)

Tags: [aws](<https://devfeed.tech/tags/aws.md>), [aws-lambda](<https://devfeed.tech/tags/aws-lambda.md>), [cloud-computing](<https://devfeed.tech/tags/cloud-computing.md>), [faas](<https://devfeed.tech/tags/faas.md>), [function-as-a-service](<https://devfeed.tech/tags/function-as-a-service.md>), [future](<https://devfeed.tech/tags/future.md>), [infrastructure-as-code](<https://devfeed.tech/tags/infrastructure-as-code.md>), [news](<https://devfeed.tech/tags/news.md>), [serverless](<https://devfeed.tech/tags/serverless.md>), [serverless-architecture](<https://devfeed.tech/tags/serverless-architecture.md>), [serverless-framework](<https://devfeed.tech/tags/serverless-framework.md>)

### AI overview

A recap of ServerlessConf 2018 in San Francisco presenting key takeaways about the future of serverless.

### Source excerpt

Missed ServerlessConf in San Francisco this week? No worries, we got you. Here are the key takeaways you'll want to know about.

## Serverless panel - the future of event-driven compute

DevFeed: [Serverless panel - the future of event-driven compute](<https://devfeed.tech/articles/serverless-panel-the-future-of-event-driven-compute-14200.md>)

Original publisher: [Read original article](<https://www.serverless.com/blog/future-event-driven-compute-emit-2017>)

Author: Andrea Passwater

Published: 2017-11-07T00:00:00Z

Content type: article

Language: en

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

Topics: [event driven](<https://devfeed.tech/topics/event-driven.md>)

Tags: [2017](<https://devfeed.tech/tags/2017.md>), [aws](<https://devfeed.tech/tags/aws.md>), [aws-lambda](<https://devfeed.tech/tags/aws-lambda.md>), [cloud-computing](<https://devfeed.tech/tags/cloud-computing.md>), [event-driven](<https://devfeed.tech/tags/event-driven.md>), [faas](<https://devfeed.tech/tags/faas.md>), [function-as-a-service](<https://devfeed.tech/tags/function-as-a-service.md>), [future](<https://devfeed.tech/tags/future.md>), [infrastructure-as-code](<https://devfeed.tech/tags/infrastructure-as-code.md>), [insights](<https://devfeed.tech/tags/insights.md>), [serverless](<https://devfeed.tech/tags/serverless.md>), [serverless-architecture](<https://devfeed.tech/tags/serverless-architecture.md>), [serverless-framework](<https://devfeed.tech/tags/serverless-framework.md>), [transcripts](<https://devfeed.tech/tags/transcripts.md>), [videos](<https://devfeed.tech/tags/videos.md>)

### AI overview

A post announces full videos and transcripts from Emit 2017, including a panel discussing the future of event-driven compute.

### Source excerpt

We're posting the full videos and transcripts from Emit 2017! Here's our panel on the future of event-driven compute.

[Next page](<https://devfeed.tech/tags/future.md?cursor=WyIyMDE3LTExLTA3VDAwOjAwOjAwKzAwOjAwIiwgImEyYjU4MjYxLWE2NGYtNGJmYi1hM2Y1LTJjZWQ5NGRmODkzMiJd>)