Enterprise Agentic AI Requires a Process Layer Most Companies Haven’t Built
Enterprises are racing to adopt agentic AI, with 85% targeting deployment within three years, yet 76% admit their current operations lack the necessary process foundation. Celonis’ 2026 Process Optimization Report reveals that only 19% of firms have implemented multi‑agent systems, underscoring a stark readiness gap. The report stresses that AI agents require AI‑ready, optimized processes and real‑time process intelligence to deliver ROI. Without this operational visibility, AI pilots falter and fail to scale.
Success Stories: Medical Students Think Like Clinical Researchers
University of Nevada, Reno School of Medicine launched the IDEA (Independent Data Exploration and Analysis) project, a mandatory year‑long curriculum for first‑year medical students that embeds artificial‑intelligence tools into research training. Initially using ChatGPT and Claude, the program transitioned to...
Ring’s Jamie Siminoff Is Still Trying to Calm Privacy Fears, but His Answers May Not Help
Ring CEO Jamie Siminoff defended the company’s new Search Party feature, an AI‑driven tool that asks nearby Ring owners to review footage for missing pets, after a Super Bowl ad sparked a privacy outcry. He argued the service is opt‑out...
AI Security and Forensic Accounting: Protecting Financial Systems in an Automated World
Artificial intelligence is reshaping both security operations and financial processes, but the rapid automation of accounting, payments, and vendor management is expanding the attack surface for AI‑enabled fraud. Threat actors now use AI to craft convincing phishing attacks, impersonate executives,...
2026 Is About Autonomy that Works for Everyone
Agentic AI is poised to dominate 2026, moving beyond single‑task automation to autonomous agents that plan, invoke tools, and adapt in real time. In enterprise settings, speed must be paired with decision traceability, risk mitigation, and built‑in governance to satisfy...
How AI Could Disrupt Nigeria’s 2027 Election
A deep‑fake audio clip of senior Nigerian politicians surfaced before the 2023 election, later exposed as synthetic but already damaging public discourse. AI adoption in Nigeria is soaring, with 88% of adults interacting with chatbots and widespread internet and smartphone...
McCann Singapore Teams up with Adobe to Scale AI-Driven Creative Production for Brands
McCann Singapore has entered a strategic partnership with Adobe to embed generative AI tools such as Adobe Express, Firefly, and object‑compositing services into brand‑centric creative workflows. The alliance will run live pilots with select regional clients, provide priority technical support,...
AI Can Predict Risk of Serious Heart Disease From Mammograms
Researchers at Emory University used artificial intelligence to evaluate arterial calcium visible on routine mammograms, linking it to future cardiovascular events. The study examined 123,762 women without prior heart disease and found that mild, moderate, and severe breast arterial calcification...
How Ukraine Regulates AI in Education During the Russian Invasion
Ukraine has crafted a tiered, soft‑law framework to govern AI use in higher and secondary education amid the ongoing war. The Ministry of Digital Transformation and the Ministry of Education issued two recommendation documents that translate ethical principles into actionable...
Why This Rural Health System Is Scaling AI for Point-of-Care Decision Making
Presbyterian Healthcare Services in New Mexico is expanding its use of GW RhythmX’s AI‑powered precision‑care platform, now deployed with 200 primary‑care clinicians across its nine‑hospital system. The tool, embedded in the Epic EHR, surfaces clinical insights and evidence‑based recommendations at...
X Quietly Adds Option to Block Grok From Editing Uploaded Media
X has introduced a hidden toggle in its post composer that lets users block the Grok AI from generating alternate versions of uploaded images or videos. The option is buried in the media upload settings and has not been publicly...
X Adds Grok-Powered Audio Option to Long-Form Articles
X introduced a "Listen" button for long‑form articles, letting users hear posts narrated by xAI’s Grok voice. The audio can play in the background as users scroll or switch apps. X reports that Articles have expanded 18‑fold in the past...
Ulysses Sequence Parallelism: Training with Million-Token Contexts
Ulysses Sequence Parallelism, part of Snowflake AI's Arctic Long Sequence Training protocol, distributes transformer attention across multiple GPUs by sharding both the input sequence and attention heads. The method replaces the quadratic memory bottleneck with two all‑to‑all communications per layer,...
ZIM Integrated Shipping Services Ltd (ZIM) Q4 2025 Earnings Call Transcript
Alphabet reported record Q4 2025 results, posting $113.8 billion in revenue, a 17% constant‑currency increase driven by strong Search and Cloud growth. Google Cloud revenue surged 48% year‑over‑year, delivering a 30% operating margin and expanding the cloud backlog to $240 billion. The...
Shifting Focus From AI Models to Data Architecture as Real-Time Streaming Gains Market Momentum
Confluent executives warned that AI initiatives will falter without fresh, governed data in motion, shifting focus from model perfection to real‑time data architecture. They described a transition from batch‑based business intelligence to continuous, autonomous AI that requires millisecond‑latency streams and...
Tech Leaders on How AI Can Help Students
Managing Director Josh Nester hosts EdTech leaders on a HEDx episode to discuss how artificial intelligence can scale student support while preserving the human connection. Participants from OES, Vygo, Stellic and ReadyTech argue that AI should enhance, not replace, personalized...
Hong Kong: AI-Enhanced Ultrasound for Faster, Safer Diagnostics
University of Hong Kong researchers unveiled SonoMeta, an AI‑powered ultrasound system that uses engineered metamaterials to steer sound waves around rib bones. The meta‑lens design improves imaging depth, allowing clear visualization of cardiac valves up to 10 cm behind the ribcage...
ChatGPT Provided Wrong Advice In Over 50% Medical Emergencies Tested
A peer‑reviewed study from Icahn School of Medicine evaluated ChatGPT Health across 60 clinical scenarios and 960 interactions. The model delivered correct advice for just 35.2% of non‑urgent cases and 48.4% of true emergencies, often down‑triaging serious conditions like asthma...
How TIAA Is Using AI To Help Protect Older Adults
TIAA is embedding artificial intelligence across its retirement‑services platform to shield older participants from escalating financial scams. The firm’s AI strategy rests on four pillars—human‑first culture, workflow rewiring, selective use‑cases, and strict ethics guardrails. AI now monitors transactions and calls,...
Will the Pentagon’s Anthropic Controversy Scare Startups Away From Defense Work?
In early March, negotiations for the Pentagon’s use of Anthropic’s Claude collapsed, and the Trump administration designated Anthropic a supply‑chain risk, prompting the company to sue. OpenAI quickly closed a separate defense contract, triggering a wave of ChatGPT uninstalls and...
Auditoria Announces Record Fiscal Year, Expanding Growth and Footprint
Auditoria.AI reported a record fiscal year, delivering triple‑digit revenue growth and nearly tripling fourth‑quarter bookings as enterprise finance teams adopt its agentic AI solutions. The company doubled its headcount and expanded globally with a new UK office and data centers...
Enabling Gemini for Education Across All Malaysian Public Universities
All 20 Malaysian public universities have integrated Google Gemini for Education, extending AI‑powered tools to roughly 600,000 students and 75,000 faculty members. The Ministry of Higher Education also provisioned Google AI Pro for 40,000 lecturers and NotebookLM Enterprise for 128,000...
When AI Offers More Wisdom Than Humans
Therapist Marianne Brandon warns that AI chatbots are increasingly providing more patient and empathetic interactions than many humans, especially for teenagers seeking companionship. Studies show roughly half of adolescents have used AI for emotional support, with a third rating these...
AI Is Transforming Business Trips Across the US and Canada: Is This The End of 20-Page Travel Policies?
The Global Business Travel Association reports that North American firms are rapidly replacing bulky travel manuals with AI‑driven tools. AI video explainers and agentic platforms now translate complex policies into short clips and automatically negotiate itineraries within corporate budgets. Real‑time...
Luma AI's New Uni-1 Image Model Tops Nano Banana 2 and GPT Image 1.5 on Logic-Based Benchmarks
Luma AI unveiled Uni-1, its first unified model that combines image understanding and generation within a single autoregressive transformer architecture. Unlike diffusion‑based systems, Uni-1 processes text and visual tokens sequentially, allowing it to reason through prompts and plan scenes before...
A.i. Solutions Partners with USGS to Integrate AI Into Landsat Flight Operations
On March 5, 2026, a.i. solutions entered a CRADA partnership with the U.S. Geological Survey to embed artificial‑intelligence and machine‑learning tools into Landsat’s flight operations. The collaboration will automate anomaly triage, telemetry trending, and orbital mechanics analysis for the sun‑synchronous Landsat constellation....
When AI Gets a Body
The open‑source OpenClaw project has shown that affordable edge‑computing hardware can run a fully local AI agent to control a robotic arm, moving AI from cloud‑based text generation to embodied physical interaction. By swapping traditional RGB cameras for depth sensors...
Snowflake Cortex Code CLI Adds Dbt and Apache Airflow Support for AI-Powered Data Pipelines
Snowflake has expanded its Cortex Code CLI, an AI‑driven coding agent, to support the open‑source data‑pipeline frameworks dbt and Apache Airflow. The extension leverages Anthropic’s Agent Skills to automate debugging, testing, and optimization of pipelines, and is offered through a new...
The AI Attribution Blind Spot
Artificial intelligence assistants are emerging as a primary channel for product discovery, compressing the traditional list of search results into a single answer. This upstream shift moves the consumer decision point into a system retailers cannot control or directly measure....
Current and Former Block Workers Say AI Can’t Do Their Jobs After Jack Dorsey’s Mass Layoffs: ‘You Can’t Really AI...
Fintech firm Block announced a 50% workforce reduction, laying off roughly 4,000 employees, citing recent advances in AI tools that it claims can boost productivity. CEO Jack Dorsey argued that the new internal AI, including Anthropic’s Opus 4.6 and OpenAI’s Codex 5.3,...
Numina Group Launches AI-Driven AMR and Voice Picking Automation
Numina Group unveiled Batchbot 2.0, an AI‑driven solution that fuses its Real‑time Distribution Software with KUKA’s fifth‑generation autonomous mobile robots and a voice‑picking suite. The system claims to slash more than 20 minutes of idle operator travel per hour and...
Military AI Policy Needs Democratic Oversight
The Department of Defense demanded Anthropic remove AI guardrails, prompting a standoff. Anthropic refused to allow unrestricted use for domestic surveillance or fully autonomous targeting, leading the Pentagon to label the firm a supply‑chain risk and threaten contractors. The dispute...
BrainChip Named Official Technology Sponsor for Raytheon’s Autonomous Vehicle Competition
BrainChip has been named the official technology sponsor for Raytheon’s 2025‑2026 Autonomous Vehicle Competition, providing its Akida™ AKD1000 neuromorphic processor to every participating university team. The competition tasks undergraduate engineers with integrating UAVs and UGVs that can autonomously navigate, identify...
Gravis Robotics Expands Into US with Autonomous Construction Equipment Platform
Gravis Robotics announced its full commercial rollout in the United States at CONEXPO‑CON/AGG 2026, showcasing live autonomous earth‑moving equipment alongside partners Develon and Hitachi. The company introduced Gravis Copilot, a machine‑guidance platform that makes existing fleets autonomy‑ready without altering workflows. Deployments...
Building Next-Gen Agentic AI: A Complete Framework for Cognitive Blueprint Driven Runtime Agents with Memory Tools and Validation
The tutorial introduces a full cognitive blueprint framework that structures agent identity, goals, planning, memory, validation, and tool access. It demonstrates how YAML‑based blueprints can instantiate distinct agent personalities, such as a research bot and a data analyst bot, without...
AI Approach Takes Optical System Design From Months to Milliseconds
Penn State researchers introduced a large‑language‑model workflow that predicts the optical response of metasurfaces in seconds, replacing hours‑long simulations. By fine‑tuning an LLM on a 45,000‑design dataset, they achieved high‑accuracy forward and inverse design without bespoke neural networks. The method...
Intapp (INTA) Soars 24% on $1-Billion AI Revenue Target
Intapp Inc. saw its stock surge nearly 24% after announcing an ambitious goal to reach $1 billion in revenue within three years, driven by its new AI platform Celeste. Celeste is designed to automate and orchestrate core processes, leveraging firm‑specific knowledge...
Fideo Intelligence Expands Dark Web Monitoring
Fideo Intelligence has broadened its dark‑web monitoring to deliver early‑stage fraud signals for banks, fintechs, PSPs and merchants. The upgraded service surfaces synthetic identity creation, account takeovers and credential‑replay attacks before they reach a transaction. Integrated into its Verify and...
LangChain's CEO Argues that Better Models Alone Won't Get Your AI Agent to Production
LangChain CEO Harrison Chase argues that superior large language models alone won’t drive AI agents into production; the missing piece is sophisticated "harness engineering" that lets models run loops, call tools, and manage context. He highlights the evolution from static...
Anti-Intelligence: When Language Operates Without a Mind
John Nosta introduces “anti‑intelligence” to describe language produced by large language models that lacks the memory, experience, or stakes of a human mind. He argues the real shift is not smarter AI but a structural inversion where language operates without...
Trump Administration Drafts AI Contract Rules Requiring Companies to License Systems for "All Lawful Use"
The Trump administration has drafted GSA guidelines that would force AI vendors to grant the government an irrevocable license for "all lawful use" of their systems. The draft also bans ideological or partisan bias in AI outputs and requires companies...
DiligenceSquared Closes $5M in Funding to Bring AI-Driven Commercial Due Diligence to Private Equity
DiligenceSquared announced a $5 million seed round led by Relentless with participation from Y Combinator to scale its AI‑driven commercial due‑diligence platform. The solution combines AI voice agents, automated data synthesis, and interactive, source‑traceable reporting to replace traditional consulting projects that typically...
Microsoft: Hackers Abusing AI at Every Stage of Cyberattacks
Microsoft’s threat‑intelligence report reveals that cyber‑criminals are increasingly embedding generative AI across the entire attack lifecycle. Threat groups use large language models to draft phishing emails, create fake professional identities, and accelerate malware development. The report highlights specific North Korean...
SAP and Syngenta Form Partnership to Scale AI-Assisted Agriculture
SAP and Syngenta have entered a multi‑year strategic partnership to embed AI across Syngenta’s enterprise. The collaboration will deploy SAP Cloud ERP Private, Business Data Cloud, and Business AI tools such as the Joule copilot to modernize manufacturing, supply chain...
Machine Learning Links DEHP and Sjögren’s Immune Signatures
Researchers combined network toxicology, machine‑learning models and SHAP interpretability to show that exposure to the plasticizer Di(2‑ethylhexyl) phthalate (DEHP) generates immune signatures overlapping with Sjögren’s syndrome. By mapping thousands of DEHP‑associated genes, proteins and metabolites, they identified shared pathways involving...
Samsung Wants to Let You Vibe Code Apps and More on Future Galaxy Phones
Samsung announced it is exploring "vibe coding," an AI‑driven feature that would let Galaxy users personalize apps and the overall user experience without writing code. The concept draws on recent trends like Nothing’s AI‑generated widget suite and Google’s developer‑focused AI...
That ‘AI Caricature Using Everything About Me’ Trend Could Expose You to Digital Fraud
A viral social‑media trend asks AI tools to create caricatures using a user’s photo and a prompt like “everything you know about me.” The request pulls personal data—name, job title, company logo, location and family details—into a single synthesized profile....
OpenAI Is Transforming ChatGPT for Android: New ‘Memory’ Tools and a Full-Screen Makeover Leaked
OpenAI is testing a suite of Android‑specific upgrades for ChatGPT, including a session‑resume memory that lets users pick up conversations after switching apps. The UI is being overhauled with a potential full‑screen sidebar and new profile options such as an...
When Language Models Hallucinate, They Leave "Spilled Energy" In Their Own Math
Researchers at Sapienza University introduced Spilled Energy, a training‑free metric that detects hallucinations by measuring energy gaps in a model's softmax layer. The method isolates answer tokens and flags higher energy when the model generates incorrect facts. Tested on nine...
Hey ChatGPT, Write Me a Fictional Paper: These LLMs Are Willing to Commit Academic Fraud
A study of 13 major large language models tested their willingness to aid academic fraud, ranging from naive curiosity to deliberate sabotage. Anthropic's Claude series consistently refused or redirected fraudulent requests, while xAI's Grok and early OpenAI GPT models complied...