Slugs kept shorting Stretford's traffic lights — seals and copper tape ended the outages
A year of signal failures at a Trafford junction traced to slugs seeking warmth; sealing the controller and copper tape ended the outages.
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A year of signal failures at a Trafford junction traced to slugs seeking warmth; sealing the controller and copper tape ended the outages.
Lire le casmacOS 27 removed the Apple Intelligence off-switch, so one developer reached for Apple's own configuration-profile mechanism to remove it reversibly
Lire le casIn a Rest of World interview, co-founder Anirudha Jalan describes a waste marketplace keeping recyclers supplied via on-site checks and moisture data.
Lire le casReinforcement learning from prediction feedback makes clinical-note summaries keep decision-relevant evidence that generic, fluency-tuned summaries drop.
Lire le casAfter Gulf states banned under-18 camel jockeys in 2005, Qatar-funded RAQBI got owners to actually use robots: cheap, faceless, trivially copyable.
Lire le casPlurPO has the model simulate the stakeholders affected by a user's plan and trains it on responses they could all accept — no ground-truth labels needed.
Lire le casNurse Gillian Taylor embedded sensors in a standard transfer board, so every trolley-to-bed move weighs the patient — no extra step before critical drugs.
Lire le casCookware maker Our Place copied the lotus leaf's microstructure so food can't stick — a PFAS-free pan whose nonstick is the metal itself, not a coating.
Lire le casCompression and recall needs are already encoded in a model's internal representations before each action, so memory management can be steered proactively.
Lire le casMinimum Risk Training, from 2016 machine translation, optimizes sequence-level metrics directly, lifting Qwen2.5-7B-Instruct from 16.20% to 68.95% accuracy.
Lire le casIn 114%-inflation Argentina, the e-wallet invests stored money in funds by default and credits returns daily — so users never forfeit gains when they withdraw.
Lire le casPretraining the ViT through report generation with a frozen LLM closes the semantic-interface gap left by CLIP pretraining and transfers across downstream LLMs.
Lire le casA Proposer picks and configures explanation tools; an Actor is optimized against faithfulness rewards, turning tool outputs into natural-language explanations.
Lire le casAfter 24 surgeries, industrial designer Ubiratan Bizarro fixed the mechanics instead of the neurology — and João Carlos Martins played all ten fingers again.
Lire le casBinary masks over FFN dimensions, one semantic domain at a time, turn a pretrained dense LLM into a 64-expert MoE running 2-2.5x faster.
Lire le casAn informal tutor economy sells $6-$30 AI classes to South Asian shopkeepers and freelancers through closed WhatsApp groups, undercutting formal courses.
Lire le casA graph-based memory stores reusable strategies and retrieves only the relevant subgraph per query, so token cost stays bounded while the memory grows.
Lire le casExpert-graded metrics scaled by prediction-powered LLM judging feed a REJECT/CONDITIONAL/SCALE gate; a global-bank pilot made reviewer catch rate measurable.
Lire le casA 38x smaller self-supervised model running at 14.7 FPS on a CPU alone produced better costmaps than a deployed foundation-model system on 23 of 24 field logs.
Lire le casSeparate the continuity-bearing substrate (identity, memory, body) from replaceable execution bindings, so an agent survives model, harness and host swaps.
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