AIME 2024
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ML-Physical Fusion Models Are Accelerating the Paradigm Shift in Operational Typhoon Forecasting
arXiv:2503.00424v2 Announce Type: replace Abstract: In this study, we develop a hybrid operational typhoon forecasting model that integrates the FuXi machine-learning (ML) model with the physics-based Shanghai Typhoon Model (SHTM) into a dual physics-data-driven framework. By employing spectral nudging, the hybrid model named FuXi-SHTM leverages FuXi's robust large-scale forecasting capabilities alongside SHTM's mesoscale strengths, significantly enhancing track, intensity, and precipitation...
Can Hamilton beat Leclerc if Ferrari live up to Monaco 'favourites' tag?
Why Ferrari are being tipped as Monaco Grand Prix favourites by F1 rivals as Lewis Hamilton, Charles Leclerc eye glory Explaining why title leaders Mercedes face arguably their biggest challenge so far in 2026 this weekend to keep winning, with Ferrari in particular being considered a major threat to them; watch every session of the Monaco Grand Prix from Friday, live on Sky Sports F1 Tuesday 2 June 2026 12:33, UK Mercedes head into this weekend's showpiece Monaco Grand Prix aiming to extend...
What Beijing’s shrinking youth population reveals about its changing appeal
What Beijing’s shrinking youth population reveals about its changing appeal Beijing’s resident adult population aged 20 to 29 has nearly halved over the past decade. CNA explores how young Chinese are recalculating the costs and benefits of life in the capital, even as it remains a magnet for talent. BEIJING: Zhao Haozhe, 20, has never lived anywhere but Beijing.
Filter, Then Reweight: Rethinking Optimization Granularity in On-Policy Distillation
Announce Type: new Abstract: On-Policy distillation (OPD) in large language models is shifting from full-trace KL supervision toward more selective training paradigms. Recent OPD methods increasingly focus on selecting which trajectories to learn from, which tokens are most informative, and which supervision signals are most reliable. Motivated by this trend, we rethink optimization granularity of OPD and propose \fireicon\ FiRe-OPD (Filter, then Reweight), which jointly adjusts supervision...
Closing the Loop on Latent Reasoning via Test-Time Reconstruction
arXiv:2606.06252v1 Announce Type: new Abstract: Recent work moves intermediate reasoning from natural-language traces into latent or cache-level representations to reduce token overhead and avoid a discrete communication bottleneck. However, this shift also removes a key advantage of textual reasoning: intermediate states are no longer inspectable, making it difficult to determine whether a latent state still preserves the constraints of the original query.
Filter, Then Reweight: Rethinking Optimization Granularity in On-Policy Distillation
arXiv:2606.02684v2 Announce Type: replace Abstract: On-Policy distillation (OPD) in large language models is shifting from full-trace KL supervision toward more selective training paradigms. Recent OPD methods increasingly focus on selecting which trajectories to learn from, which tokens are most informative, and which supervision signals are most reliable. Motivated by this trend, we rethink optimization granularity of OPD and propose \fireicon\ FiRe-OPD (Filter, then Reweight), which...
Can the EU de-risk from China and make its trade relationship sustainable?
The European Commission declared its trade relationship with China "not sustainable”, pushing for a tougher de-risking but not decoupling strategy. Is this a realistic plan? EU Commissioners met on Friday, May 29, to debate how to shield European industries from surging Chinese imports.
Iran-US war latest: Two more drones downed over Strait of Hormuz as Trump claims he ‘destroyed’ Tehran’s military
Iran-US war latest: Two more drones downed over Strait of Hormuz as Trump claims he ‘destroyed’ Tehran’s military It comes as the US military said it downed six Iranian missiles in the Gulf - Bookmark - CommentsGo to comments The US says it has shot down two more drones threatening the Strait of Hormuz after Washington and Tehran continued to trade strikes on Saturday. In a post on X, US Centcom said it had shot down two Iranian one-way attack drones in a bid to “defend against Iranian...
Hidden beneath AI chips, Chinese-made circuit boards raise national security concerns in U.S.
Printed circuit boards sit underneath almost every chip, a necessity in nearly every electronic. They make up a quiet but crucial piece of the booming artificial intelligence market, and represent a growing problem for the U.S., because nearly all AI circuit boards, for Nvidia and others, are made in China. Circuit boards present all sorts of opportunities for adversaries to sneak through malicious components.
After making headlines at 15, Mohamed Semra is now making history
History-making mayor of Maribyrnong, Mohamed Semra, is only getting started Sun 31 May 2026 at 6:06am Sometimes, when the online abuse for being a young, African-born, Muslim mayor gets brutal, Mohamed Semra turns to the lesson he learnt on the back of a donkey in Sudan. He was just 10, a city kid from Melbourne on his first trip back to the country his mother fled with her six children when Mohamed was three. His family needed water, so his uncle propped up Mohamed on a donkey loaded with...