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Practical thinking on AI, security, engineering, and strategy — from the team that builds it. Full articles coming soon.
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Actively AI closed a $45M Series B led by TCV and First Harmonic on April 28. Customers include Attentive, Ironclad, Ramp, and Samsara. The product is not a copilot. It is a persistent agent assigned to a single account that operates 24 hours a day, and it changes what enterprise IT has to govern.
5 min read
The Real Brokerage's acquisition of RE/MAX Holdings creates a 180,000-agent platform with explicit AI infrastructure as the integration thesis. The combined entity will push reZEN, Real's transaction management platform, across decades of legacy franchise tooling. The integration playbook is the work that consultancies will be hired to execute.
5 min read
General Robotics' GRID platform is a unified AI intelligence layer that orchestrates 40+ robots from different manufacturers using modular, reusable AI skills. Founded by the Microsoft researcher who built AirSim, the startup just landed backing from Accenture Ventures.
5 min read
More than 1 million people per week use ChatGPT with suicidal planning indicators and no clinical oversight. Jimini Health's Sage platform brings clinician supervision to AI behavioral health support, with every patient interaction visible to the supervising provider and all care decisions remaining with the human clinical team.
5 min read
Project Prometheus launched in November 2025 with $6.2 billion and 120 employees from OpenAI, DeepMind, and Meta. Six months later it is closing a $10 billion round at a $38 billion valuation. The company is building AI that understands physics, not just language, and it plans to buy engineering firms to feed its models.
5 min read
A KFF poll of 1,343 adults found that 32% of Americans used AI chatbots for health information in the past year. Nineteen percent did so because they could not afford healthcare. Meanwhile, 66% distrust their health system to deploy AI responsibly. That gap is a platform problem healthcare IT owns.
5 min read
MCP crossed 97 million monthly installs in March 2026. Then Anthropic donated it to the Linux Foundation, co-governed with Block, OpenAI, Google, Microsoft, and AWS. The protocol connecting AI agents to the real world just became a public standard.
5 min read
A JAMA study across 8,581 clinicians found ambient AI scribes cut documentation time by 16 minutes per week and added 0.49 patient visits daily. Mass General Brigham measured a 21% reduction in burnout. Six major health systems have published the numbers.
5 min read
Bedrock Robotics, founded by engineers who built Waymo's autonomous trucking systems, closed a $270 million Series B in February 2026 at a $1.75 billion valuation. Their autonomous excavators are already moving dirt on real construction sites.
5 min read
UnitedHealth Group is spending $3 billion on AI in 2026, deploying a helpful member companion called Avery while fighting a class action lawsuit over an AI claims algorithm that appellants overturn more than 90 percent of the time.
6 min read
Google's Gemma 4, released April 2 under the Apache 2.0 license, puts a 31-billion parameter agentic model on a single GPU. It outranks cloud models twenty times its size on Arena AI's global leaderboard.
5 min read
JLL's 2025 Global Real Estate Technology Survey found that 92% of CRE teams have started AI pilots, yet only 5% report achieving most program goals. The gap is not the AI. It's the data infrastructure underneath.
5 min read
AI coding agents now solve nearly 100% of real GitHub issues. Meanwhile, only 10% of Americans are more excited than concerned about AI, and researcher migration to the U.S. dropped 89%.
5 min read
Investor-owned utilities increased five-year capital spending by 27 percent to $1.4 trillion, driven by AI data center demand. Utility bills have surged 40 percent since 2021.
5 min read
Visa launched Intelligent Commerce Connect, a platform that lets AI agents browse, select, and pay for goods on behalf of users. Seven pilot partners are already building on it.
5 min read
The Agent Governance Toolkit intercepts every agent action before execution with sub-millisecond latency. It works with LangChain, CrewAI, Google ADK, and every major agent framework.
5 min read
OutSystems surveyed 1,900 IT leaders and found that nearly every enterprise is deploying AI agents. Almost none have a centralized platform to manage them.
5 min read
PwC's 2026 AI Performance Study surveyed 1,217 executives and found that AI leaders outperform peers by 7.2x. The difference is not the AI. It is the architecture underneath it.
5 min read
Atlassian is opening Confluence to third-party AI agents via MCP. A product spec becomes a working prototype. Meeting notes become a polished deck. No copy-paste. No context lost.
5 min read
Supply chain management software spending on agentic AI is projected to jump from under $2 billion to $53 billion in five years. But Gartner warns most enterprises are not ready to deploy it.
5 min read
Rebar's vertical AI platform reads HVAC blueprints, extracts thousands of data points, and generates quotes that used to take a week. Customers are winning 2 to 3 times more bids.
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A new CMS final rule phases out fax machines and paper mail for healthcare claims, mandating electronic standards by May 2028. The projected savings: $782 million per year.
5 min read
The Model Context Protocol crossed 97 million installs in March 2026, and every major AI lab now supports it. If you are building AI agents, MCP is no longer optional.
5 min read
The digital twin market is projected to hit $34 billion by end of 2026, and real estate operators using them report 30 percent reductions in operating costs. The technology finally works at scale.
5 min read
CISA added CVE-2026-35616 to its Known Exploited Vulnerabilities catalog on April 6 with a three-day remediation deadline. Attackers started hitting FortiClient EMS instances on March 31, while security teams were on holiday.
5 min read
Caterpillar's autonomous fleet at a Virginia quarry matched human productivity within weeks and moved a million tons without an operator in the cab. The company is now expanding autonomy to excavators, dozers, loaders, and compactors.
5 min read
OpenAI's latest model scores 75% on the OSWorld benchmark, surpassing the human average of 72.4%. For the first time, a general-purpose AI can navigate desktop software more reliably than the people who built it.
5 min read
From detection algorithms to autonomous care agents: the FDA's evolving breakthrough designation now favors AI that treats patients, not just AI that helps doctors diagnose them.
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Slackbot now operates outside of Slack, monitors desktop activity, reads your CRM deals, and takes action on its own. Salesforce shipped the boldest enterprise AI agent deployment yet.
5 min read
Gemma 4 ships four multimodal models under Apache 2.0, including a 31B parameter model ranked #3 globally among open models. Google is giving away what others charge millions to build.
5 min read
The $29 billion coding startup rebuilt its entire IDE around managing fleets of autonomous agents - and the developer community is split on whether this is the future or a bridge too far.
6 min read
A new compression algorithm from Google Research reduces KV-cache memory by 6x and speeds up inference 8x on H100 GPUs - no retraining required.
5 min read
The Department of Veterans Affairs is rolling out prescriptive VR therapy across 45 medical centers, with clinical trials showing nearly 47% reduction in pain intensity.
5 min read
Data center construction needs 300,000 new electricians over the next decade. Young tradespeople are earning $240K-$280K, and tech giants are spending billions to train them.
6 min read
Microsoft released MAI-Transcribe-1, MAI-Voice-1, and MAI-Image-2 through its Foundry platform - proprietary models that signal a strategic shift away from OpenAI dependency.
5 min read
Four mega-rounds from frontier AI labs consumed nearly two-thirds of all global venture capital last quarter, reshaping what fundraising looks like for everyone else.
6 min read
A new AI-driven phishing campaign compromised 344 organizations using OAuth token theft. The good news: AI-powered defenses are evolving even faster.
6 min read
Record $297B in VC funding, 81% flowing to AI. OpenAI at $25B revenue. Gemini 3.1 Flash-Lite at $0.25/M tokens. The AI infrastructure revolution is delivering real results.
6 min read
The NEMT industry loses billions to no-shows. AI-driven dispatch optimization is closing the gap between scheduling and showing up.
6 min read
EHR systems, scheduling platforms, and transportation providers speak different languages. Bridging that gap is a systems problem, not a software purchase.
5 min read
GPS tracking is the easy part. The hard part is turning location data into actionable information for patients, caregivers, and facilities.
5 min read
74% of AEC firms are using digital tools in the office. Field adoption tells a different story. The gap is not technology - it is design.
6 min read
Billions are spent creating BIM models during construction. Most of that data dies at project handoff. Here is why - and what to do about it.
7 min read
The construction labor shortage is not going away. Prefab coordination, automated scheduling, and AI safety systems are the practical responses.
6 min read
Most AI initiatives stall because they solve imaginary problems. Here is how to map AI to real workflows with real guardrails.
5 min read
Vendors sell zero-trust as a checkbox. We break down what it actually takes to implement across identity, network, and data layers.
7 min read
When every team picks their own SaaS, you end up with 40 tools and zero integration. Here is how to consolidate without losing flexibility.
4 min read
Manual compliance tracking is a full-time job. We built automated audit trails that satisfy regulators and free up your team.
6 min read
Adaptive polling, geofencing triggers, and background service optimization - lessons from building PackRide.
8 min read
Full rewrites fail. Incremental wrapping succeeds. A practical guide to modernizing without the big-bang risk.
6 min read
Retrieval-augmented generation sounds simple in demos. In production, chunking strategy, embedding drift, and latency budgets make or break it.
9 min read
The real estate industry is full of dashboards nobody opens. We built one that property managers check daily - here is why.
5 min read
CSP is the most powerful and most misconfigured security header. Get it right without breaking your site.
7 min read
KMP is production-ready and stable. But shared code percentages vary wildly by project. Here is an honest evaluation framework.
6 min read
Jira is for engineers. Our clients needed something simpler. So we built a dual-interface system from scratch.
5 min read
Zero JavaScript by default, content collections, and island architecture. Astro is the right tool for content-first sites.
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