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EarthSpace 2026

Register now for 2026! A discussion of Earth and space on Earth Day, with Frank White, me, and other great guests!


EarthSpace 2026 brings together leaders, thinkers, and builders to explore one core idea: the future of Earth and the future of space are not separate conversations.

From climate solutions to space infrastructure, from policy to culture, the choices we make today will define how humanity lives on this planet—and beyond it.

This is not a passive webinar. It’s a focused, high-signal conversation with people actively shaping the frontier.

Toward a policy for machine-learning tools in kernel development

The first topic of discussion at the 2025 Maintainers Summit has been in the air for a while: what role — if any — should machine-learning-based tools have in the kernel development process? While there has been a fair amount of controversy around these tools, and concerns remain, it seems that the kernel community, or at least its high-level maintainership, is comfortable with these tools becoming a significant part of the development process.

Sasha Levin began the discussion by pointing to a summary he had sent to the mailing lists a few days before. There is some consensus, he said, that human accountability for patches is critical, and that use of a large language model in the creation of a patch does not change that. Purely machine-generated patches, without human involvement, are not welcome. Maintainers must retain the authority to accept or reject machine-generated contributions as they see fit. And, he said, there is agreement that the use of tools should be disclosed in some manner.

But, he asked the group: is there agreement in general that these tools are, in the end, just more tools? Steve Rostedt said that LLM-generated code may bring legal concerns that other tools do not raise, but Greg Kroah-Hartman answered that the current developers certificate of origin (“Signed-off-by”) process should cover the legal side of things. Rostedt agreed that the submitter is ultimately on the hook for the code they contribute, but he wondered about the possibility of some court ruling that a given model violates copyright years after the kernel had accepted code it generated. That would create the need for a significant cleanup effort.

The global burden of childhood and adolescent cancer (age 0–19 years) from 1990 to 2023: a systematic analysis for the Global Burden of Disease Study 2023

Acute lymphoid leukemia and brain and central nervous system cancers were estimated to be the greatest contributors to new childhood cancer cases in 0–19-year-olds in 2023.

A new comprehensive study published in The Lancet from researchers at IHME and St. Jude Children’s Research Hospital — Science and Medicine examined the burden of childhood and adolescent cancer from 1990 to 2023, aiming to inform effective cancer policy planning around the globe.

Read the study.


Childhood cancer was the eighth-leading cause of childhood deaths and the ninth-leading cause of DALYs among all cancers in 2023. Globally, in 2023, there were an estimated 377 000 incident childhood cancer cases, 144 000 deaths, and 11·7 million DALYs due to childhood cancer.

Perspectives on an Emerging 18TH Sdg Articulation — an Sri Side Event at Copuos Legal Subcommittee

(SRI) will organize a high-level side event during the COPUOS Legal Subcommittee on 16 April 2026 at UNOOSA (Vienna), proposed and convened by Dr. Gülin Dede, titled “Operationalising Space as a Cross-Cutting Enabler of Sustainable Development: Perspectives on an Emerging 18th SDG Articulation.”

The session will bring together legal, policy, industry, and Global South perspectives to examine how outer space is evolving from a sectoral domain into a critical enabling infrastructure for the 2030 Agenda, while simultaneously requiring stewardship as an environment in its own right.

Positioned as an early contribution to shaping how space sustainability is framed within the broader UN system, the event will also be broadcast by the United Nations, extending its reach beyond the room to a global audience.

Apple pushes first Background Security Improvements update to fix WebKit flaw

Apple has released its first Background Security Improvements update to fix a WebKit flaw tracked as CVE-2026–20643 on iPhones, iPads, and Macs without requiring a full operating system upgrade.

The CVE-2026–20643 flaw allows malicious web content to bypass the browser’s Same Origin Policy.

Apple says the flaw is a cross-origin issue in the Navigation API that was addressed with improved input validation.

Nonlinear photonic neuromorphic chips for spiking reinforcement learning

Photonic computing chips have made significant progress in accelerating linear computations, but nonlinear computations are usually implemented in the digital domain, which introduces additional system latency and power consumption, and hinders the implementation of fully functional photonic neural network chips. Here, we propose and fabricate a 16-channel programmable incoherent photonic neuromorphic computing chip by co-designing a simplified Mach–Zehnder interferometer (MZI) mesh and distributed feedback lasers with saturable absorber (DFBs-SA) array using different materials, enabling implementation of both linear and nonlinear spike computations in the optical domain through two separate chips. Furthermore, previous studies mainly focused on supervised learning and simple image classification tasks. Here, we propose a photonic spiking reinforcement learning (RL) architecture for the first, to our knowledge, time, and develop a software–hardware collaborative training-inference framework (in situ photonic training and hardware-aware fine-tuning) to address the challenge of training spiking RL models. We achieve large-scale, energy-efficient (photonic linear computation: 1.39 TOPS/W, photonic nonlinear computation: 987.65 GOPS/W), and low-latency (on-chip 320 ps) deployment of an entire layer of photonic spiking RL. Two RL benchmarks including the discrete CartPole task and the continuous Pendulum task are demonstrated experimentally based on the spiking proximal policy optimization (PPO) algorithm. The hardware–software collaborative computing reward value converges to 200 (−250) for the CartPole (Pendulum) tasks, respectively, comparable to that of a traditional PPO algorithm. This experimental demonstration addresses the challenge of the absence of large-scale on-chip photonic nonlinear spike computation and spiking RL training difficulty, and presents a high-speed and low-latency photonic spiking RL solution with promising application prospects in fields such as robot control, autonomous driving, and embodied intelligence.

Weaponising the Mind: Rethinking Trust in Times of Cognitive Warfare

🧠 Cognitive warfare is real and it’s here already.

That is why the Konrad Adenauer Foundation is putting the topic on the agenda at the Munich Security Conference.

From now on, the focus will be on the following key issues: • Cognitive warfare as a security policy reality • Resilience instead of alarmism • Strategic advantage through the ability to act • Protection of democratic decision-making processes.

Cognitive warfare is changing the logic of modern conflicts. It does not target infrastructure or territory, but rather perception, trust and decision-making ability, thereby blurring the line between war and peace.

More about #MSC2026: https://www.kas.de/de/veranstaltungsberichte/detail/-/conten…t-begonnen.

#munichsecurityconference

The End of Work: Vinod Khosla’s Bold AI Prediction

What if AI made your paycheck optional? Vinod Khosla, one of the world’s greatest venture capitalists and an early backer of AI, believes the technology will take over 80% of labor, freeing humans to live on passion instead.

His track record backs up the boldness, as early bets on OpenAI, DoorDash, Instacart, and Square have made him one of the most consequential investors of our time.

In this episode of Titans, Khosla sits down with Fortune Editor-in-Chief Alyson Shontell to unpack his abundant vision for the AI future, what government policy should tackle for a more equitable 2040, and what the U.S. needs to do to win the global AI race.

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