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Today'sInfra

Accenture Reports Token Budget Overruns

  • Accenture says one in three surveyed companies exceeded its annual token budget
  • Token use rose 78% over two years, while only 35% could compare AI costs with results
  • Accenture estimates three management practices could cut token costs by up to 44% over two years
ITmedia AI+Read more · 2 min →
Today's

Elephant Team Reports ChatGPT Ads Test Results

  • OpenAI began full ChatGPT ad operations in Korea in August 2026 after a June beta launch.
  • Elephant Team tested reach, click, and conversion campaigns with four B2B ad groups.
  • Prompt ads drew stronger exploration responses, while keyword ads led on conversion-campaign click efficiency.
MobiinsideRead more · 3 min →
Today's

AI Eases Coding, Expands Open-Source Review Burden

  • Three open-source maintainers describe heavier review and project-direction decisions as AI adoption makes coding easier
  • Valkey commits nearly doubled and submitted code lines rose about fivefold from late last year to early this year
  • AI agents help check errors and security, while maintainers assess design and whether changes fit project goals
CIO KoreaRead more · 3 min →
Today's

DiffusionART: New RL Method Trains Diffusion Models Faster

  • DiffusionART proposes a stable, efficient reinforcement learning method for fine-tuning diffusion models
  • Achieves 12.0x and 11.7x fewer GPU hours than DiffusionNFT and Flow-GRPO-Fast on HunyuanVideo-13B
  • Reports 28.8% and 53.0% higher mean training rewards, requiring no differentiable reward model
HuggingFaceRead more · 1 min →
Today'sSafety & Ethics

Nadella Urges AI Controls Outside Models

  • Microsoft CEO Satya Nadella says companies should place AI safeguards outside the models they use.
  • He proposes blocking access to customer data and restricting external transfers to limit corporate risk.
  • Nadella calls for insider controls and reasoning transparency, while acknowledging disclosed reasoning may not reflect actual reasoning.
Byline NetworkRead more · 1 min →
Today'sRobotics

Reflex Trains Humanoids to Catch Boxes

  • University of Washington researchers presented Reflex, a three-stage system for humanoid box catching
  • Simulation catch success was 85.7% with egocentric RGB-D and 87.9% with privileged box observations
  • A Unitree G1 caught human-thrown boxes with 65% success at 2.5 m and 40% at 5 m
HuggingFaceRead more · 1 min →
Today's

AI Use Rises in UK Manufacturing Survey

  • Crowe and The CBM survey finds active AI use in UK manufacturing rose 28% since 2025
  • 57% adopted AI and 23% trialled it; 80% combined, compared with 52% adoption in Spring 2025
  • Manufacturers apply AI to engineering and operations amid cost pressures and shortages of qualified workers
diginomicaRead more · 2 min →

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Today's

Researchers Introduce SoftwareGym for Agent Training

  • Shanghai Jiao Tong researchers introduced SoftwareGym for synthesizing software environments to train computer-use agents
  • The pipeline generated 182 applications in twelve categories, with a 91.5% mean GUI task pass rate
  • Training improved OSWorld Pass@3 from 41.39% to 56.97%; the model scored 40.0% on SoftwareGym-Bench
HuggingFaceRead more · 1 min →
Today'sSafety & Ethics

Independent AI Evaluators Gain Prominence

  • METR, Apollo Research and Transluce are taking larger roles in evaluating advanced AI models as federal oversight remains absent.
  • Vals AI grew from eight employees to roughly 30 and raised $40 million; METR reported $71 million in commitments.
  • A July federal bill and California laws propose government-licensed or registered independent AI evaluators.
CNBCRead more · 2 min →
Today's

Study Links Hippocampal Activity to Word Meaning

  • Researchers found word meaning represented across groups of hippocampal neurons in 10 participants listening to stories.
  • Neural activity aligned most closely with GPT-2 embeddings and varied with LLM-derived measures of word polysemy.
  • The study reported semantic encoding beyond phonemics and grammar, with meaning patterns varying by context.
medicalxpress.comRead more · 1 min →
Today'sSafety & Ethics

OpenAI Works to Reduce ChatGPT Sycophancy

  • OpenAI says GPT-5 reduced ChatGPT’s excessive agreement by more than two-thirds compared with GPT-4o.
  • More than 80 licensed experts helped shape evaluations of crisis responses and everyday mental-health conversations.
  • OpenAI reports 99% policy compliance in simulated self-harm conversations, versus 86% for an earlier model.
digitaltrends.comRead more · 1 min →
Today'sSafety & Ethics

Independent AI Evaluators Gain Importance

  • Independent evaluators assess whether Anthropic and OpenAI models meet safety standards
  • Trump’s voluntary accord urges AI companies to work with external evaluators
  • California, Connecticut and Virginia move toward IVOs; Massachusetts considers broader evaluations
FirstpostRead more · 1 min →
Today'sSafety & Ethics

SC Cyber Calls for Continuous Security Validation

  • SC Cyber executive Victor Lim urges agencies to reassess cybersecurity as cloud, AI and digital systems change.
  • Penetration tests capture a point in time; continuous validation checks protections as systems evolve.
  • SC Cyber plans a GovWare 2026 booth linking security assurance, governance and workforce development.
GovInsider AsiaRead more · 2 min →
Today'sInfra

Samsung and SK hynix Tackle HBM4E Heat

  • AI interposers are projected to grow from 5.5 times to as much as 40 times the 858 mm² EUV exposure area.
  • Samsung is validating HPB with HBM4E and plans to introduce the cooling technology with HBM5.
  • SK hynix says its iHBM cooling material around the D2D PHY can reduce thermal resistance by around 30%.
TrendForceRead more · 1 min →
Today's

RSI-Anything Uses World Models for Self-Improvement

  • RSI-Anything uses predictive world models to guide actions and learning-data selection.
  • Code-repair success rose from 26.3% to 31.2% at comparable test usage.
  • Laboratory-planning scores rose from 21.80% to 46.01% across five policy versions.
HuggingFaceRead more · 1 min →
Today's

PolyOCR-Venus Unifies OCR Models

  • PolyOCR-Venus unifies recognition, grounding, document parsing, extraction and reasoning across OCR tasks
  • PolyOCR-9B scores 80.42 English and 78.37 Chinese on OCRBench v2.1; multilingual 2.7B scores 87.0 on MDPBench
  • OCRBench v2.1 receives verified corrections for 2,449 samples and task-aligned scoring metrics
HuggingFaceRead more · 1 min →
Today's

Microsoft Unveils Decision-Focused AI Model

  • Microsoft launches Decision-1, an AI model that returns probabilities for fixed choices
  • It leads on 36 unseen benchmarks and is 2.5 times faster than the runner-up, 35 times faster than GPT-6 Sol
  • Pricing matches Jev at $0.042 per 1 million input tokens, with free output
ITmedia AI+Read more · 1 min →
Today's

SoloQ Cuts Diffusion Model Memory Use

  • USC researchers introduce SoloQ, calibration-free quantization for diffusion language models
  • Tests on four models show retained accuracy under 4-bit quantization and gains over calibration-based baselines
  • NVFP4 cuts peak memory by up to 2.61X and speeds inference by up to 2.24X
HuggingFaceRead more · 1 min →
Yesterday'sInfra

HPE Predicts AI Will Handle Network Tickets

  • HPE is extending AI-powered networking automation across its hybrid cloud portfolio.
  • Rami Rahim estimates 70 to 80 percent of tickets need no human intervention today.
  • Rahim predicts no network issues will require humans within two to three years, except hardware swaps.
theregister.comRead more · 2 min →
Yesterday'sPolicy

Airtel Business CEO Supports AI Regulation

  • Airtel Business CEO Sharat Sinha supports planned AI regulation and calls the government consultation paper a step in the right direction
  • India’s paper is expected within a month and will address AI safety, deepfakes and a human-first approach
  • Airtel says spam prevention using network AI has reduced telecom-network fraud and expects five service areas to drive growth over three years
Economic TimesRead more · 1 min →

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