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HCM Customers Set Conditions for AI Agents

Oracle AI World customers say process, data and legal approval come before HCM agents
IHG targets talent acquisition from 2027; Deutsche Bahn and UL Solutions are expanding Oracle HCM
Customers cite process redesign, legal review, testing, token costs and data preparation as adoption work

diginomicaRead more · 2 min →

Kolsky Outlines Enterprise AI Budget Priorities

Esteban Kolsky said enterprises’ 2027 AI budgets face tighter controls and scrutiny over returns and value.
At Connected Enterprise 2026, Kolsky identified six investment priorities: value, data, infrastructure, governance, economics and talent.
Kolsky said AI value may emerge around year two or three, with investments planned across five to 10 years.

Constellation ResearchRead more · 1 min →

Today'sHealthcare

Zocdoc Opens Appointment Booking to AI Agents

Zocdoc opens provider search and appointment booking to registered AI agents with patient consent
Google Gemini, Amazon Health AI and Instinct are already connected to Zocdoc
AI-agent traffic has grown nearly 30-fold since July, according to Zocdoc

Healthcare DiveRead more · 1 min →

Baseten Speeds Qwen3-ASR Batch Transcription

Baseten reports up to 7x higher Qwen3-ASR 1.7B batch transcription throughput than unmodified vLLM.
On a single RTX PRO 6000, hour-long audio reached 3,128x real-time speed at $0.0013 per audio hour.
At 64 concurrent requests, 5-minute clip latency fell from 50.4 seconds to 7.3 seconds.

BasetenRead more · 2 min →

LangChain Tests OpenWiki Agent Memory

OpenWiki made an agent roughly 5x more accurate on questions connecting information across documents than keyword search alone
An evidence graph raised accuracy 27%, doubled citation consistency, and cut median answer time 40%
Testing covered 111 insurance documents, 972 facts, 80 simple lookups, and 50 connected questions asked three times each

LangChainRead more · 2 min →

GitHub Reports 2026 Octoverse Growth

GitHub’s 2026 Octoverse report records sharp growth in activity associated with agentic engineering.
Merged pull requests tripled to 220 million monthly, while commits more than tripled to 7.38 billion.
New repositories doubled to 30.3 million monthly; report also breaks figures down by industry and repository topic.

Simon WillisonRead more · 1 min →

CodeCap-Bench Tests Code-Based Video Captions

Researchers introduce CodeCap-Bench to evaluate models’ ability to generate executable code captions for videos
The benchmark includes 323 videos in five structured 2D categories with fine-grained annotations and multi-level evaluation
Code captions outperform natural language on reasoning and reconstruction, while open-source models trail proprietary systems

HuggingFaceRead more · 1 min →

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Study Finds Agent Memory Can Underperform RAG

University of Illinois researchers report many agent memory systems underperform a simple RAG baseline across benchmarks and model backbones
Paper frames memory’s net value as gains called memory benefit and losses called memory tax relative to raw-history retrieval
Commenters cite LongMemEval-s scores of 81.4 for two-round RAG, 76.6 for MemOS, and 78.2 for HippoRAG2

HuggingFaceRead more · 1 min →

Today'sHealthcare

Meta Supports AI Research at Five Universities

Meta will support research projects at five U.S. universities with models, researcher collaboration and selected funding.
Caltech projects span five sciences, including a benchmark built on more than 86,900 research-level math problems.
Ohio State and LSU teams plan clinical AI work, including heart-failure risk, radiology reports and infant monitoring.

Meta Superintelligence LabsRead more · 2 min →

Paper Proposes Multiscale Agent Training Method

Paper proposes Multiscale Policy Optimization for training long-horizon language-model agents
Experiments with 4B and 30B-A3B models report consistent gains over strong reinforcement-learning baselines
MPO combines Multiscale Advantage Estimation with turn-level importance sampling across search, tool-use and automation tasks

HuggingFaceRead more · 1 min →

Google Shows Agents CLI Evaluation Workflow

Google’s Agents CLI walkthrough demonstrates evaluation, regression tracking, model comparisons, scheduling and score-drop alerts.
A chef-prompt regression lowered the four-case mean from 4.0000 to 2.7500; three cases scored lower.
A model swap produced a 2.75 mean, while scheduled checks and ADK prompt optimization offer additional evaluation workflows.

Google DevelopersRead more · 2 min →

Today'sSafety & Ethics

Google Announces Gemini 4 Carbon

Google DeepMind announced Gemini 4 Carbon, reporting top cybersecurity benchmark results and long-horizon engineering capabilities.
Carbon scored 88.2% on SEC-bench Pro, 54.8% on ExploitGym, and 71.0% on CWE-bench.
A limited cyber defender rollout begins this week; introductory prices are $2 per million input and $10 per million output tokens.

Google DeepMindRead more · 2 min →

Gemini Adds Immersive Explorations

Gemini app adds a library of interactive, visual explorations available through the Gemini student hub
Scenes cover Silk Road trade routes, jet engines and lightning, with layers from planets to atoms
Feature supports six languages; direct chat access and audio narration are planned

Google BlogRead more · 1 min →

AWS Adds Team Controls to QA Studio

AWS’s third QA Studio guide adds application health metrics and team-based access controls to Amazon Nova Act test automation.
Applications group use cases and suites; health scores range from 0–100, with trends across 7-day and 30-day windows.
Five cumulative roles govern access, while shared permissions are capped by each user’s own role.

AWS ML BlogRead more · 2 min →

AWS Outlines AgentCore Platform Blueprint

AWS presents an enterprise agent platform blueprint built on Amazon Bedrock and AgentCore for multi-team deployments.
A federated model pairs central governance with isolated Workstream cells and team ownership of agents, tools, and data.
Reviewed pipelines, model and tool gateways, denial checks, rollback evidence, and cost attribution govern agent operations.

AWS ML BlogRead more · 2 min →

OpenAI Authors Map AI’s Possible Roles in Firms

OpenAI authors outline three ways AI could enter company structures: beneath workers, beside managers, or between them.
Their examples describe agents handling tasks, coordinating teams, and working with human executives and employees.
The authors say adoption could change responsibilities and training, while outcomes for employment depend on demand and human value.

OpenAIRead more · 2 min →

LG Electronics’ AI Data Center Cooling Orders Top 3 Trillion Won

LG Electronics’ AI data center cooling orders surpassed 3 trillion won through Q3 2026.
The company signed a long-term 5 GW supply deal with AIR Control Concept and is investing 220 billion won to expand production.
Its ES division targets 10 trillion won in sales next year as it expands chiller and CDU offerings.

News1Read more · 2 min →

Samsung Electro-Mechanics Posts Record Q3 Results on AI Demand

Samsung Electro-Mechanics reports record quarterly revenue of 3.7633 trillion won and operating profit of 691 billion won in Q3.
Revenue rose 30% and operating profit 165% year over year as demand for AI data center components expanded.
The company has long-term supply agreements with about 50 customers and plans to ramp up FC-BGA production from 2027.

Financial NewsRead more · 1 min →

Today'sRobotics

LG Plans Home Humanoid Robot Business Around 2030

LG plans to enter the home humanoid robot business around 2030, targeting a market where consumers can afford the products.
LG and Nvidia aim to gather about 500,000 hours of robot training data this year through real-world and simulated environments.
LG’s AI data center cooling orders topped 3 trillion won through the third quarter, prompting plans to expand production facilities.

EdailyRead more · 2 min →

Today'sSafety & Ethics

AI Dispute Raises Concerns About Scientific Trust

OpenAI said its AI agents solved a Navier–Stokes problem in 88 hours; mathematicians questioned possible influence from Codex research.
AlphaFold predicted 200 million protein folds in one year; DeepMind later reported more than two million crystal structures.
Studies found nearly 90% of sampled biomedical papers had AI fingerprints and around 147,000 phantom research citations last year.

BBCRead more · 2 min →

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