The era of agentic AI demands a data constitution, not better prompts
The industry consensus is that 2026 will be the year of "agentic AI." We are rapidly moving past chatbots that...
AI News
StepFun AI Introduce Step-DeepResearch: A Cost-Effective Deep Research Agent Model Built Around Atomic Capabilities
StepFun has introduced Step-DeepResearch, a 32B parameter end to end deep research agent that aims to turn web search into...
Conversational AI doesn’t understand users — 'Intent First' architecture does
The modern customer has just one need that matters: Getting the thing they want when they want it. The old...
How Machine Learning and Semantic Embeddings Reorder CVE Vulnerabilities Beyond Raw CVSS Scores
def visualize_results(df, priority_scores, feature_importance): fig, axes = plt.subplots(2, 3, figsize=(18, 10)) fig.suptitle('Vulnerability Scanner - ML Analysis Dashboard', fontsize=16, fontweight="bold") axes.hist(priority_scores,...
How OpenAI is scaling the PostgreSQL database to 800 million users
While vector databases still have many valid use cases, organizations including OpenAI are leaning on PostgreSQL to get things done.In...
How an AI Agent Chooses What to Do Under Tokens, Latency, and Tool-Call Budget Constraints?
In this tutorial, we build a cost-aware planning agent that deliberately balances output quality against real-world constraints such as token...
Claude Cowork turns Claude from a chat tool into shared AI infrastructure
Claude Cowork is now available to more Claude users, alongside new updates aimed at team workflows.Anthropic made Claude Cowork accessible...
GitHub Releases Copilot-SDK to Embed Its Agentic Runtime in Any App
GitHub has opened up the internal agent runtime that powers GitHub Copilot CLI and exposed it as a programmable SDK....
Researchers broke every AI defense they tested. Here are 7 questions to ask vendors.
Security teams are buying AI defenses that don't work. Researchers from OpenAI, Anthropic, and Google DeepMind published findings in October...
Anthropic’s usage stats paint a detailed picture of AI success
Anthropic’s Economic Index offers a look at how organisations and individuals are actually using large language models. The report contains...
Defensive AI and how machine learning strengthens cyber defense
Cyber threats don’t follow predictable patterns, forcing security teams to rethink how protection works at scale. Defensive AI is emerging...
Qwen Researchers Release Qwen3-TTS: an Open Multilingual TTS Suite with Real-Time Latency and Fine-Grained Voice Control
Alibaba Cloud’s Qwen team has open-sourced Qwen3-TTS, a family of multilingual text-to-speech models that target three core tasks in one...
Everything in voice AI just changed: how enterprise AI builders can benefit
Despite lots of hype, "voice AI" has so far largely been a euphemism for a request-response loop. You speak, a...
Microsoft Releases VibeVoice-ASR: A Unified Speech-to-Text Model Designed to Handle 60-Minute Long-Form Audio in a Single Pass
Microsoft has released VibeVoice-ASR as part of the VibeVoice family of open source frontier voice AI models. VibeVoice-ASR is described...
Salesforce Research: Across the C-suite, trust is the key to scaling agentic AI
Presented by SalesforceIn 2025, Salesforce conducted a series of C-suite research studies to capture if and how top decision-makers are...
MemRL outperforms RAG on complex agent benchmarks without fine-tuning
A new technique developed by researchers at Shanghai Jiao Tong University and other institutions enables large language model agents to...
The CIO’s guide to governance
Corporate networks are filling up with AI agents, creating a governance blind spot for leaders managing multi-cloud infrastructures.As distinct business...
Railway secures $100 million to challenge AWS with AI-native cloud infrastructure
Railway, a San Francisco-based cloud platform that has quietly amassed two million developers without spending a dollar on marketing, announced...
Gates Foundation and OpenAI test AI in African healthcare
Primary healthcare systems across parts of Africa are under growing strain, caught between rising demand, chronic staff shortages, and shrinking...
ServiceNow positions itself as the control layer for enterprise AI execution
ServiceNow announced a multi-year partnership with OpenAI to bring GPT-5.2 into its AI Control Tower and Xanadu platform, reinforcing ServiceNow’s...
FlashLabs Researchers Release Chroma 1.0: A 4B Real Time Speech Dialogue Model With Personalized Voice Cloning
Chroma 1.0 is a real time speech to speech dialogue model that takes audio as input and returns audio as...
Why LinkedIn says prompting was a non-starter — and small models was the breakthrough
LinkedIn is a leader in AI recommender systems, having developed them over the last 15-plus years. But getting to a next-gen...
