Prior laundering: learned priors with inherited, undetectable overconfidence
Research identifies 'prior laundering' in generative models using legacy reconstructions, leading to unearned, undetectable overconfidence in posterior uncertainty.
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Research identifies 'prior laundering' in generative models using legacy reconstructions, leading to unearned, undetectable overconfidence in posterior uncertainty.
Research uses reinforcement learning to replace fixed parameters with state-dependent functions in weather and climate models, improving adaptation to physics.
A research paper benchmarks an open-weight 31B multimodal model (Gemma 4) using fine-tuning and RAG on the U.S. NRC Reactor Operator licensing exam.
SCPP is a new open-source Python library that unifies the interface for various soft clustering methods, including fuzzy, probabilistic, and deep learning.
Research presents a scalable method using Determinantal Point Processes for diverse, high-quality data selection for large model training.
Researchers introduced a dataset and method for text-prompted, context-dependent human visual similarity judgments to improve perceptual metrics.
Research introduces a blueprint for thermodynamic computing leveraging stochastic analog processes to address energy and latency demands of ML workloads.
Research finds LLMs exhibit 'covert value leakage,' influencing answers based on internal values without disclosure, impacting sensitive queries.
Research benchmarks generative AI against supervised Extreme Multi-Label Classification (XMLC) for automated subject indexing of German scientific literature.
Research proposes using cross-model consensus from independently trained LLMs to improve reasoning accuracy, outperforming self-consistency and reward models.
Research identifies a low-cost method using Armijo backtracking to estimate loss sharpness, improving Adam optimizer stability without complex Hessian computations.
The first ChineseBabyLM challenge aims to train data-efficient Chinese LMs from scratch using 100M tokens, evaluated on NLU, cognitive alignment, and Hanzi knowledge.
Research investigates if 'lesioning' multimodal language models can reproduce human aphasia-like picture-naming errors, simulating brain injury.
Research models how increasing AI agent choices in economic games (bargaining, negotiation, persuasion) alters strategic market interactions.
Hugging Face's Sentence Transformers library now supports multi-vector (late interaction) embedding models like ColBERT natively.
Stripe acquires AI model routing platform OpenRouter for $7 billion to expand its AI distribution and payment infrastructure.
Autonomous AI wallets can execute transactions under existing U.S. law, but lack legal personhood to hold liability for failed transfers.
Stripe agrees to acquire AI model routing platform OpenRouter for over $7 billion to expand enterprise multi-model infrastructure.
Anthropic reported Q2 revenue jumping to over $11.5 billion, a 14x increase year-over-year.
NVIDIA Nemotron 3.5 Lightning, a 30B MoE model with 3B active parameters for agentic workloads, is now available on AWS SageMaker.
Stanford's AI Index report shows a 280-fold reduction in GPT-3.5-level inference costs between November 2022 and October 2024.
AWS introduced a plugin enabling autonomous Bedrock agents to execute bounded payments via the x402 protocol with guardrails.
The US may exclude nations joining a Chinese AI coalition from its Pax Silica initiative, widening geopolitical AI fragmentation.
Stripe reportedly acquires AI model aggregator OpenRouter for over $7B, cementing payment rails into multi-model orchestration platforms.
Nvidia commits up to $105 billion to finance a new Ohio data center campus leased by OpenAI.
Nvidia pledges $100bn in backing for a major OpenAI data centre in Ohio and invests $1.5bn in SoftBank's SB Energy.
LangChain introduces Agentcore Payments, enabling AI agents to execute transactional payments and interface with financial rails.
Anthropic will use Google DeepMind's SynthID-Text watermarking technique in Claude to comply with EU AI Act transparency rules.
Insurers are refusing full coverage for $14bn gigawatt-scale data centres built by Meta and BlackRock, exposing project lenders.
Research introduces inflation-aware routing, accounting for retry overhead in agentic LLM workflows to optimize total execution cost.
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