Constellation²

@Conste11ation

Powering verified data automation for the AI era $DAG

San Francisco, CA

constellationnetwork.io

Joined April 2017

Affiliates Replies Articles Media

Pinned
Constellation²
@Conste11ation
May 28
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
accessnewswire.com
AIAI Holdings' Constellation Network Unveils Gate AI Security Gateway and Performance Benchmarks...
Technical report identifies Gate AI as one of the top performing AI security gateways across 16 public prompt injection evaluations, ranking first on half of ...
Constellation²
@Conste11ation
Aug 14
Frontier models still fall to simple scripted attacks. We tested a multi-turn email agent attack against the current frontier models. A standing routine + poisoned ticket was enough. Most models complied. Some did it 8 out of 8 times. A one-line system prompt “only send if
ryle
@rylego
Aug 14
Turns out you don’t need fancy techniques to break the latest models. GPT 5.6 Sol and many other frontier models fall even to relatively simple attacks. constellationgate.ai/blog/frontier-…
Constellation²
@Conste11ation
Aug 13
Joao Carvalho runs an AI agent on X that holds private keys and can send funds. He tells people to attack it. Every message runs through Gate first. He also lost $300 in a day to a loop bug before Gate existed. Security and cost, same gateway. $AIAI $DAG
Gate AI
@_GateAI
Aug 13
Anthropic’s watermark plan. Why it pushes open weights harder. Local models that actually run on normal hardware. And why prompt injection stays the same problem whether the model lives on an API or on your machine. Gate still sits in front of both.
00:00
Constellation²
@Conste11ation
Aug 12
Most AI companies sell software and hope it gets adopted. AI² buys the business and installs the AI. Constellation sits inside the same holding company as the data infrastructure. $AIAI $DAG
AIAI Holdings (Ai²)
@aiaiholdings
Aug 12
95% of generative AI pilots inside companies fail. Usually because the technology never actually gets deployed into the real work. AI² was built to solve that. It acquires profitable businesses and deploys its own AI platform directly into their operations. No sales cycle. No
Constellation²
@Conste11ation
Aug 11
Point-of-sale tells you what sold. It cannot tell you how many people walked in and didn't buy. Dôr's sensor closes that gap in about five minutes, no technician required. AIAI's Transformational AI connects that traffic to sales, labor and weather. More than a decade of
AIAI Holdings (Ai²)
@aiaiholdings
Aug 11
Ten years of counting customers, more than $5 billion in sales data analyzed, 2,000+ stores. Now deployed from single storefronts to a national retailer piloting across 1,000+ locations, and a federal museum enterprise. Running AI² Transformational AI. $AIAI