Transferable SCF-Acceleration through Solver-Aligned Initialization Learning
SAIL: solver-aligned initialization learning improves SCF convergence for molecular geometry by optimizing supervision targets, not extrapolation.
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SAIL: solver-aligned initialization learning improves SCF convergence for molecular geometry by optimizing supervision targets, not extrapolation.
AI integration is redefining mainstream enterprise applications, from productivity software like Microsoft Office to more complex design and engineering tools.... AI integration is redefining mainstream enterprise applications, from productivity software like Microsoft Office…
I don’t get what the fuss is about Mythos is, from the reporting I’ve seen…. Mythos found a critical vulnerability in OpenBSD which is known for robust security, which went unnoticed by humans for 27 years. So what? Sure, maybe\* it was a super obscure bug to find \*had to…
Claude Code is being moved behind a $100/mo paywall. Would you pay that for an AI coding tool?
Global Sentinel-1 SAR time series dataset monitors offshore wind infrastructure deployment and operations from 2016Q1 onward at high temporal resolution.
LLM evaluation on feature model analysis using semi-formal blueprints shows reasoning-optimized models (Grok 4, Gemini 2.5 Pro) achieve 88-89% accuracy vs solver oracles.
AI companies frequently invoke the possibility of AI-enabled scientific discovery as a justification for their existence: If the technology eventually cures cancer and solves climate change, then all the carbon emissions and slop videos will have been well worth it. Already…
As AI agents increasingly work alongside humans across organizations, companies could be inadvertently opening a new attack surface. Insecure agents can be manipulated to access sensitive systems and proprietary data, increasing enterprise risk. In some modern enterprises…
CoCo-SAM3 resolves mask overlap and semantic drift in open-vocabulary semantic segmentation by modeling concept conflicts across prompts.
Theoretical reduction from online learning to multicalibration via EVI solvers; advances in regret minimization analysis.
User documents that Gemma 4's default vision budget (280 tokens) is too low; Variable Image Resolution mode requires manual tuning.
User reports Claude Opus 4.7 performs worse than 4.6 on file search and factual accuracy tasks.
DOPE: semiparametric estimator for scalar functionals from neural operator solution trajectories with debiasing.
Reddit discussion asserting that new LLM releases immediately obsolete prior models.
Google Gemma team soliciting community input on next model variants via Twitter poll.
User reports unsolicited GitHub access request from Claude; raises security concern about autonomous tool use.
User reports using Claude Opus 4.7 with multi-agent approach for car-wash problem; no technical details provided.
Deep Operator Networks learn Riccati solution operators for finite-horizon LQR; replaces repeated numerical solving with learned surrogate.
Noetik applies autoregressive transformers (TARIO-2) to match cancer treatments with patients, targeting 95% clinical trial failure rate.
Physics-informed neural ODEs coupled with DAE solvers enable scalable data-driven simulation of large HVAC systems.
BhashaSutra: first unified survey consolidating 200+ datasets and 50+ benchmarks for Indian NLP across 22 scheduled languages.
FlowRefiner applies flow matching with ODE-based iterative refinement to improve autoregressive neural PDE solvers for 3D turbulent flow prediction.
Local Inconsistency Resolution presents unified framework on Probabilistic Dependency Graphs that generalizes EM, belief propagation, and related inference algorithms.
Frontier LLMs fail citation accuracy for rare diseases; HEG-TKG grounds clinical claims in temporal knowledge graphs with evidence traceability to resolve provenance gap.
DeepInsightTheorem framework trains LLMs for informal theorem proving by teaching recognition of core problem-solving techniques via hierarchical reasoning.
I kind of wish it just took pictures. I've never been as charmed and frustrated by one gadget as I have with the Poetry Camera. It's a delightful object. White and cherry red with a color-matched woven strap, it looks playful and adorably lo-fi. If I saw it on a store shelf…
JumpLoRA uses JumpReLU gating to induce sparsity in LoRA adapters, enabling dynamic parameter isolation for continual learning without catastrophic forgetting.
Critical examination of AI accountability frameworks argues industry stakeholders use rhetorical decoys to obscure power consolidation and political economy dynamics.
Theoretical work on linear system solver convergence via backward error analysis; no direct AI applications.
AEGIS method preserves vision-language knowledge during robotic control fine-tuning via gradient isolation.