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ϟ HEADLINES2026 ED138: what the candidate for dwarf-planet status really revealsA Luxembourg magazine Nov 4, 2026

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Small mauve flowers and wild vegetation among rocks in Trabzon, Turkey.

Nature and environment · Nov 1, 2026Edible wild plants: learn to look before you pickA botanical walk in the Gard invites visitors to rediscover wild plants. But knowing a culinary use, identifying a species and having the right to pick it are three different things.

Three people discuss in front of a mathematical blackboard, illustrative photograph.

AI · Nov 1, 2026OpenAI and Yang–Mills: understanding the announcement without confusing the evidenceOpenAI claims to have proved existence in quantum physics. The Yang–Mills problem also requires a mass gap: here are the key distinctions for understanding the announcement.

Wooden box on a cargo bike parked in a street, illustrative photograph.

Entrepreneurship · Nov 1, 2026In Pau, the electrician on a bike makes the journey a matter of organisationIn Pau, Lucas works from an electric cargo tricycle. Behind this choice lie the preparation of jobs, the transport of tools and the reliability of the service.

Computer code and debugging tools displayed on a laptop, illustrative photograph.

AI · Nov 1, 2026AI agents: isolating code is not enough to secure their actionsWith agents capable of executing code, AI shifts the risks towards actions and access. Akamai’s announcement highlights what needs to be checked before delegating.

Moving boxes in a room lit by a window, illustrative photograph.

Living · Nov 1, 2026They’re moving: practical help to leave an abusive homeWith Une Voix Pour Elles, moving and storage become tools for protection. In France, this support is arranged with a social worker and complements emergency services.

Whole hazelnuts in a bowl on a wooden table, illustrative photograph.

Innovation · Nov 1, 2026Upgredient: fermented oil cakes to replace some of the cocoaThe project developed by Les Kojiteurs turns hazelnut and sunflower co-products into an aromatic powder. It offers a possible option for sweet recipes, but should not yet be confused with chocolate ready to replace cocoa.

Blackboard covered in scientific formulae in chalk; illustrative photograph.

AI · Nov 1, 2026AI and scientific evidence: what Lean checks, and what still needs examiningOpenAI’s announcements have revived the question of evidence produced by AI. The logical core, assumptions and results of AlphaProof: key points for assessing them.

Mechanical electricity meter, photograph for illustrative purposes, 2015.

Politics · Nov 1, 2026Energy support in 2027: two timelines for households in LuxembourgThe 29 October agreement extends support for electricity and heating throughout 2027. The discount on petrol and diesel will end in late February. Amounts, conditions and disagreements: what the signed text provides for.

Technician and laptop in front of a NERSC server rack, in 2011.

AI · Nov 1, 2026AI agents: what open standards allow you to keepThe AAIF welcomes four projects to make agents more portable. Methods, models, testing and security: here’s what can travel, and what still needs checking.

Close-up view inside a washing machine, showing its perforated metal drum and central paddle assembly.

Jobs · Nov 1, 2026Envie Toulouse: repairing household appliances to build a pathway into employmentBehind the refurbished appliances, Envie Toulouse combines work experience with support. How does this approach work, and what should you check before applying or buying?

Old purple Fujifilm LTO Ultrium 2 cartridge, photographed against a light background.

Business · Oct 31, 2026Fujifilm is betting on magnetic tape to store AI dataThe group has announced an investment of 10 billion yen in Odawara. Behind the goal of increasing capacity fivefold lies a practical issue: storing data without confusing archiving, backup and immediate access.

Election posters along a building on a rain-soaked Paris street; a person is holding an umbrella.

AI · Oct 30, 2026Election images: ChatGPT’s filter, between illustration and photorealismThe filter reported by CNET turns some requests into stylised images. But two French tests described by Next produced different results: friction in image generation is not a check on the truth.