Negative Momentum for Convex-Concave Optimization
Analyzes negative momentum convergence properties in convex-concave min-max optimization, extending prior work on divergence prevention.
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Analyzes negative momentum convergence properties in convex-concave min-max optimization, extending prior work on divergence prevention.
SeekerGym benchmark evaluates completeness and trustworthiness of information retrieved by deep research AI agents, addressing information gaps and bias.
SciImpact introduces multi-dimensional benchmark for scientific impact prediction across 19 fields using citation, awards, media, patents, and adoption signals.
Local Inconsistency Resolution presents unified framework on Probabilistic Dependency Graphs that generalizes EM, belief propagation, and related inference algorithms.
Identifies vulnerability in majority-voting multi-agent LLM systems against prompt injection, proposes token-level collaboration for robustness.
BOIL applies PageRank and information maximization to extract environment structure insights for multi-agent navigation and coverage tasks.
RoIt-XMASA extends cross-lingual sentiment analysis dataset to Romanian and Italian with adversarial meta-learned training for domain-language invariance.
CGM-Agent enables privacy-preserving QA over continuous glucose monitor data using LLMs with local computation to protect sensitive health records.
Adaptive Contrastive Decoding mitigates over-refusal in safety-aligned LLMs by keeping non-refusal tokens in candidate lists while maintaining high refusal for malicious queries.
Neural network classifier identifies three plasma regions around Mars using ion energy spectra from MAVEN satellite data.
Cluster cleaning algorithm with logistic regression addresses PU classification under non-SCAR conditions.
CASCADE proposes three-tier defense architecture against prompt injection and tool poisoning attacks in Model Context Protocol-based LLM systems.
Analysis shows feedforward Transformers struggle with dynamic state tracking due to sequential dependencies, pushing state representations deeper in layer stack.
DenseNet201-UNet++ dual-stage framework segments ten gastrointestinal organs from coronal MR enterography for IBD diagnosis.
In recent months, the company announced an agreement with Amazon Web Services to use Cerebras chips in Amazon data centers, as well as a deal with OpenAI reportedly worth more than $10 billion.
Frontier LLMs fail citation accuracy for rare diseases; HEG-TKG grounds clinical claims in temporal knowledge graphs with evidence traceability to resolve provenance gap.
Cross-model semantic disagreement complements self-consistency for uncertainty quantification in LLMs, detecting overconfident errors when single-model consensus fails.
HIVEMIND applies OS scheduling primitives (admission control, AIMD backpressure, circuit breaking) to coordinate concurrent LLM coding agents sharing rate-limited API endpoints.
Despite recently being designated a supply-chain risk by the Pentagon, Anthropic is still talking to high-level members of the Trump administration.
New data from Appfigures shows a swell of new app launches in 2026, suggesting AI tools could be fueling a mobile software boom.
Anthropic's Claude system prompts published as git timeline with separate files per model version.
Question about score variance across reviewer batches at ICML 2026 and peer review calibration.
LIDARLearn: open-source PyTorch library for 3D point cloud learning with 56 model configs, cross-validation, and PDF publication generation.
Reflection on OpenClaw developments with minimal substantive detail provided.
Blog-to-newsletter tool enhanced with new content type via agentic prompt engineering patterns.
BabyZWM demonstrates zero-shot visual-cognitive competence from single-child dataset, narrowing data efficiency gap between AI and human development.
PyCon US 2026 announcement with new AI and security tracks, May 13-19 in Long Beach.
Coding agents are starting to write production code at scale. Stripe’s agents generate 1,300+ PRs per week. Ramp attributes 30% of merged PRs to agents.... Coding agents are starting to write production code at scale. Stripe’s agents generate 1,300+ PRs per week. Ramp…
World, which has raised eyebrows (but also a lot of interest) with its Orb-centered anonymous verification project, is looking to expand its influence via a bevy of new partnerships.
Last month, OpenAI gave up on its Sora video generation tool, and on Friday, the Sora team's leader, Bill Peebles, announced that he is leaving the company. OpenAI has been shifting its priorities as part of an effort to avoid "side quests," and Peebles' departure is just one…