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Meta's AI Coding Bill Is Getting So Big, Mosseri Is Talking Token Caps

Meta's Adam Mosseri says AI token spending caps for employees could become necessary within a year or two, comparing them to compute, labeling, and payroll budgets.

LLMsJuly 17, 2026

Vision-Language Models Keep Failing to See the World From Someone Else's Eyes

FlipSet, a new perspective-taking benchmark, found that most of 103 tested VLMs scored below chance, with ~75% of errors reflecting the model's own camera viewpoint rather than the rotated one; it won Best Undergraduate Student Paper at CogSci 2026

ResearchJuly 17, 2026

New Study Shows Building Feature Reconstruction Can Slash Load-Forecast Uncertainty by Over 100%

A new arXiv paper (July 14, 2026) compares post-hoc and in-model uncertainty methods for smart-building load forecasting.

ResearchJuly 17, 2026

New Saliency-Guided Diffusion Framework Aims to Fix Medical Imaging's Data Scarcity Problem

MedDiffuseMix is a saliency-guided diffusion framework designed to generate synthetic training data for medical imaging classifiers without distorting diagnostic regions.

ResearchJuly 17, 2026

New Benchmark Shows ITeM-HM Triples Success Rate for Migrating Android Tests to OpenHarmony

ITeM-HM hit an 81% success rate migrating Android UI tests to OpenHarmony, a 214% relative gain over the original ITeM method's 26%.

AI AgentsJuly 17, 2026

GroundShot Tackles AI Video's Consistency Problem Without Retraining a Single Model

GroundShot is a new training-free, model-agnostic framework designed to fix entity drift in AI-generated multi-shot video.

ResearchJuly 17, 2026

New Paper Extends Kolmogorov Complexity Theory to Symmetry Groups with a "Geometric Coding Theorem"

A new arXiv paper, 'CAS I: A Geometric Coding Theorem,' launches a series on Computational Algorithmic Statistics, extending algorithmic information theory to symmetry groups.

ResearchJuly 17, 2026

Machine Learning Model Estimates "Brain Vascular Age" from Ultrasound Signals, Flags Disease-Linked Aging

A machine learning model estimated cerebrovascular age from Transcranial Doppler ultrasound of the middle cerebral artery in 445 subjects (168 healthy, 277 diseased).

AI AgentsJuly 17, 2026

Insilico Medicine and Bora Pharmaceuticals Ink AI Drug Alliance Worth Over $2.5 Billion

Insilico Medicine and Bora Pharmaceuticals announced a strategic alliance combining AI-driven drug discovery with manufacturing and commercialization capabilities.

AI AgentsJuly 17, 2026

Serial Founder Bhavin Turakhia Self-Funds $30M Bet to Rebuild Workplace Software Around AI

Bhavin Turakhia has self-funded Neo, an enterprise AI workplace platform, with $30 million and no outside investors

ResearchJuly 17, 2026

A New Benchmark Puts AI Sound Effects Generators to a Production-Grade Test

A DAFx26-accepted paper introduces a production-oriented benchmark defining nine requirements for industrial sound effects (SFX) generation and editing.

AI AgentsJuly 17, 2026

Multi-Agent RAG Outperforms Single-LLM Models in Insurance Underwriting Study

A new arXiv paper (submitted July 8, 2026) benchmarks a multi-agent 'Agentic RAG' system against a single-LLM baseline and naive RAG for insurance underwriting.

ResearchJuly 17, 2026

Researchers Turn Multimodal AI Loose on 6G's Handover Problem

A new arXiv paper (2607.09795) applies large multimodal models to wireless mobility management, using RGB-D images to understand a device's surroundings.

ResearchJuly 17, 2026

Researchers Turn V-JEPA's Video Understanding on the Ocean, With Mixed Results

A new framework applies Meta's V-JEPA video transformer, paired with a SlowFast temporal encoder and optical flow, to estimate coastal wave parameters from video.

ResearchJuly 17, 2026

A 96-Element Lattice Reveals How Classical Logic Loses Information About Quantum Reality

RIKEN-iTHEMS researcher Haruki Emori submitted a paper on July 10, 2026 using the free orthomodular lattice on two generators, which contains exactly 96 elements, to formalize quantum logic.

ResearchJuly 17, 2026

Beyond Data Reproduction: New 6G Paper Proposes AI Models That Generate, Not Just Transmit, Communication

A new arXiv paper, accepted by IEEE Wireless Communications Magazine, proposes 'GenCom' as a generative communications paradigm for 6G networks.

AI ResearchJuly 17, 2026

Kyutai and Mirelo Open-Source MuScriptor, a Transformer That Turns Raw Audio Into MIDI

Kyutai and Mirelo released MuScriptor, an open-weight decoder-only Transformer for multi-instrument music transcription to MIDI, in three sizes: 103M, 307M, and 1.4B parameters.

AI AgentsJuly 17, 2026

DROPJ Puts Human Reasoning at the Center of Safe Agent Training

DROPJ is a new human-centered method (arXiv:2607.13172, submitted July 14, 2026) for training agent policies in safety-critical settings lacking a clear reward function

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