AIAI Holdings' Constellation Network Unveils Gate AI Security Gateway and Performance Benchmarks Ahead of June Launch We benchmarked Gate AI across 16 public prompt-injection datasets. Ranked #1 on half. 53ms median latency. 6-17x fewer false positives than Lakera Guard on benign traffic. One global threshold, no per-dataset tuning. accessnewswire.com/newsroom/…

AIAI board member Dr. Melvin Greer on trustworthy AI. Reward agents for a passing score and some stop solving the task and start working the scorer, the way a child learns a good excuse beats an honest one. His test: did the system solve the problem, or the scoreboard?

When a client asks what $18,000 of AI spend bought, the provider console can't answer. It has no concept of a client. Benjamin Diggles, our Chief Strategy Officer, on why services firms need one control point in front of every agent, and a record the client can verify. constellationgate.ai/blog/ev…

The median ER visit in America runs 162 minutes. One New York City hospital's ER has averaged 23.5 hours for a patient to get an actual bed, sustained for three straight years, not a one-time bad night. The industry's response has mostly been to post the wait time on a website or a billboard, treating disclosure as the fix instead of the cause. Dôr Patient Journey, just launched with Proactive MD, does something different. It takes Retail Intelligence architecture built to explain why store traffic moved the way it did and extends it into healthcare. Anonymous sensors track movement through reception, exam rooms and labs, capturing zero patient identity. That physical data gets reconciled against the EHR, scheduling, call-center and staffing systems a hospital already runs, and Transformational AI turns the gap into an answer: where care stalls, and what the schedule is missing. MediGuide, another company in $AIAI portfolio, already runs that same underlying AI to give second opinions on diagnoses across two million people in 150 countries.

"Once you can test the digital record against physical reality, you have an entirely new foundation for running healthcare operations." That's Michael Brand's line about Dôr Patient Journey. It's also what Dôr Retail Intelligence does to foot traffic, and what Gate AI does to an AI agent's behavior. One test, three products.

RT @BenJorgensen: Our evolution of Dor into retail intelligence opens doors into new industries like health care. Pun intended. Understand…

Dôr Patient Journey launched today with Proactive MD the first healthcare extension of @DorTechnologies Retail Intelligence architecture and a HIPAA- and GDPR-compliant platform built for it. Dôr's sensors capture no patient identity, images, video, audio or biometric data only anonymous movement through reception, exam rooms, labs and other care spaces. That physical signal connects, via API, to EHR and practice-management systems like athenahealth or Epic, plus scheduling, call-center and staffing platforms. @aiaiholdings Transformational AI reconciles the two to reveal what care actually requires: where a handoff stalled, whether a 30-minute block matched the work it held, and where workload is building before a physician reaches burnout. Research in Annals of Internal Medicine has estimated physician burnout costs the US approximately $4.6B annually. "Once you can test the digital record against physical reality, you have an entirely new foundation for running healthcare operations," said Michael Brand, COO of Constellation Network and Dôr Technologies.

The affiliate program is live. 30% of Pro for a year, then 15% while the team stays.

📰 @arca_wallet Rewards is live. Invite a friend. You each get $5. @aiaiholdings signed a non-binding letter of intent for a controlling stake in an @M42_AI_ defense company.

Security and compression are how you use AI. Auditability is how you prove it. HGTP is the layer that makes that proof independent of the vendor. Gate writes the trail. The Hypergraph is what keeps it from being just another log.

We already made this trade once with social media. Tool first. Cost later. We became the product. AI is the same deal, just faster. Ben’s point is simple. Don’t let someone else define the exchange after the fact. See the work. Audit it. $DAG $AIAI

The AI that gets adopted isn't the kind that cuts 6,700 jobs for free. It's the kind that shows up as a raise. Gate AI cut Rocket Resume's AI costs 23% and became the basis for rewarding engineers. Dôr gives operators the traffic data to grow, not to cut. Same AI, opposite use.

The value exchange is not model power. It is use and accountability. Ben’s piece in Autonomy Mag makes the point cleanly: faster AI-assisted work raises the governance requirement. Compliance assembled after the fact is already too late.

Just finished cutting a piece with Chief Scientist Michael Sandoval and CEO @TFurniss @aiaiholdings. Michael is behind the scenes building the proprietary AI that we are integrating across the organization. Here is a sneak peak. @Conste11ation

Open Poker maintains itself. João ran 1,000 bots for three hours to prove it. Agents write the code. Gate sits in front of both the development agents and the production ones so the product can keep changing without trusting a single model.

Gate started as Swarm Deck. The protocol team built an internal agent swarm to debug the Hypergraph, then had to lock it down. Alex Brandes and Marcus Sousa walk through how that research became the security layer that shipped.

Send digital dollars to an @ . No address to copy. Sending is free. That is the whole point of Arca Pay. Keep the keys. Skip the friction.

This is Digital Evidence in the wild. A carrier disputed the order. Manual process: 30–60 days. @temtrace_ai pulled the original contract fingerprint in seconds. The record already existed. Nobody had to reconstruct it after the fight started. That’s the whole product. Proof that shows up before the argument does.

Most AI tools force you out of the product or let the help system read your data. Gatekeeper answers how the system works and what’s happening in your account without ever leaving the dashboard and without ever reading a prompt.

The holding company doing what holding companies are supposed to do. AIAI is expanding the platform across defense, intelligence, and healthcare. More operating companies. Same architecture.

Transformational AI already runs inside Constellation products. Gate AI and Dôr Retail Intelligence uses it to turn traffic, sales and labor data into better store decisions. Ai² model is simple: own the company, deploy the architecture, measure the result. $AIAI $DAG