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DHS directs ICE to deport illegal immigrants who vote in American elections under new directive
The Department of Homeland Security has directed U.S. Immigration and Customs Enforcement to deport undocumented immigrants who vote in American elections. A Monday letter to ICE leadership from DHS General Counsel James Percival directs the agency to enforce stricter penalties, including deportation, against those living in the United States unlawfully who fraudulently cast ballots. The Immigration and Nationality Act directs the removal of aliens who illegally vote in American elections.
Cherry-pick Override: Unsafe Directional Commitment in LLM Judges under Mixed Evidence
Announce Type: new Abstract: LLM judges increasingly turn verdicts into system commitments. Under mixed evidence (claims with both supporting and refuting sources) this is unsafe: when the schema exposes CONFLICTING as the authorized non-directional verdict, returning SUPPORTS/REFUTES is an unauthorized directional commitment, a failure we name Cherry-pick Override (CCO). We define CCO under an explicit task contract and report it with a same-denominator diagnostic protocol paired with...
Directional effects on urban-canopy drag
Announce Type: new Abstract: Understanding the influence of wind direction on building drag is essential for predicting urban climate and assessing wind loads in complex urban environments. This study investigates the wind-directional dependence of building drag over the University of Bristol campus, comprising 110 buildings of diverse shapes and heights, using 24 building-resolved large-eddy simulations under a constant imposed pressure gradient.
WavTTS: Towards High-Quality Zero-Shot TTS via Direct Raw Waveform Modeling
arXiv:2606.03455v1 Announce Type: cross Abstract: Recently, diffusion models operating on VAE latents or mel-spectrograms have become the dominant paradigm for zero-shot TTS. Although these compressed representations improve generation efficiency, they inevitably suffer from information loss and non-end-to-end training. Theoretically, directly modeling raw waveforms circumvents these issues; however, this direction remains underexplored and is often deemed difficult due to the extremely long...
P$^2$-DPO: Grounding Hallucination in Perceptual Processing via Calibration Direct Preference Optimization
arXiv:2606.03376v2 Announce Type: replace Abstract: Hallucination has recently garnered significant research attention in Large Vision-Language Models (LVLMs). Direct Preference Optimization (DPO) aims to learn directly from the corrected preferences provided by humans, thereby addressing the hallucination issue. Despite its success, this paradigm has yet to specifically target the perceptual bottleneck in attended regions or address insufficient Visual Robustness against image degradation.
The Privacy Subsidy in Glosten-Milgrom: Bid-Ask Spread and Welfare under Flip-Noise Direction Observation
arXiv:2605.19742v4 Announce Type: replace Abstract: We derive a closed-form bid-ask spread and welfare decomposition for the Glosten-Milgrom 1985 sequential-trading model when the market maker observes the trade direction perturbed by a binary flip channel of probability $\eta$ -- a natural information-theoretic model of privacy mechanisms acting on the direction signal. Under a committed Bayesian market-maker pricing rule, the equilibrium spread is $\mu(1-2\eta)\Delta$, where $\mu$ is the...
P\textsuperscript{2}-DPO: Grounding Hallucination in Perceptual Processing via Calibration Direct Preference Optimization
arXiv:2606.03376v1 Announce Type: new Abstract: Hallucination has recently garnered significant research attention in Large Vision-Language Models (LVLMs). Direct Preference Optimization (DPO) aims to learn directly from the corrected preferences provided by humans, thereby addressing the hallucination issue. Despite its success, this paradigm has yet to specifically target the perceptual bottleneck in attended regions or address insufficient Visual Robustness against image degradation.
European leaders back Zelensky's call for direct Russia talks
European leaders back Zelensky's call for direct Russia talks Ukrainian President Volodymyr Zelensky won support from the leaders of Britain, France and Germany on Sunday for direct ceasefire talks with Russia, as diplomatic efforts to end the war remain stalled. The appeal came as Russian strikes reportedly damaged a nuclear fuel storage facility near the Chernobyl exclusion zone. Ukrainian President Volodymyr Zelensky received the backing of the leaders of the UK, France and Germany in...
Fresh blow for Cuba: Iberia halts direct Madrid-Havana flights until November
The Spanish airline is temporarily suspending its direct route to the island due to fuel supply problems. The move adds to recent suspensions by Air France, Turkish Airlines and Air Canada. Iberia has stopped operating its direct route between Madrid and Havana, a historic link between Spain and Cuba that will remain suspended at least until November.
REGAIN: REconciliation GAIN-driven Auxiliary Direction Learning
arXiv:2606.04380v1 Announce Type: cross Abstract: Forecast reconciliation usually starts from a fixed measurement system and asks how forecasts should be projected onto a coherent space. We ask a different question: which additional linear measurements should be forecast and included in the reconciliation system? We propose REGAIN, a reconciliation-gain framework that learns normalized auxiliary directions, forecasts the induced series with a frozen forecasting oracle, and selects directions...