What if your AI remembered everything it ever did?
What if it used that as context to infer new answers from without querying an LLM?
Wouldn't that be something.
The bar for safe AI and "hacks/breaches" seems to currently set to drive fear.
Looks like plain negligence to those who build safety systems for a living.
Controls Engineers would be fired for the type of results the closed labs have produced.
Given the clout-chasing of late, we need a globally-recognized standard for what constitutes an AI agent breach/hack event.
In particular, what should NOT count:
- Poor security around the testing environment (e.g. the 'DNS gap' with OpenAI). 🙄
- Poor security around the target environment (e.g. the Aus govt breach where citizen PII was easily accessible). 🙄
- Leveraging timing or other basic related (e.g. 'hacking' the gym-booking schedule because your cron snipes the next bookings that open at 6am). 🤡
What is the bar that a 'hack' must be met for it to count (or be denied) ?
Most "AI agents" work like a goldfish with a keyboard.
You tell them something. They try. They forget. You tell them again. They try again. They forget again.
DeepBrain doesn't work like that.
Here's why that matters 👇
1/10
This is our bet:
Agent frameworks are a commodity. The intelligence behind them — routing, memory, model quality — is the actual product.
DeepBrain is the framework we give away so you can buy the intelligence that actually matters.
9/10
Leaked Gemini 4 Pro benchmarks dont really mean anything.
The true test of an LLMs ability for coding is in the execution of the code.
It either writes clean executable code or it doesnt.
No in between.
Huge if true: Leaked Gemini 4 Pro benchmarks absolutely destroy Astra and Opus 5.5!
What is even going on?
Is @GoogleDeepMind so back?
🤔
Is NVIDIA's Open Agent Safety Platform actually producing any results?
All I hear about is exploits that were obviously preventable from a Controls Engineering standpoint.
Today, with over 100 industry partners, we introduced the NVIDIA Open Agent Safety Platform, bringing together OpenShell and Sentry.
Artificial intelligence is extraordinary technology that will advance discovery, productivity, security, health, and prosperity for generations to come.
But its full promise can only be realized when people have confidence that AI is being built to be safe and deployed with wisdom and responsibility.
This is bigger than a single product. It's the beginning of an open ecosystem to build the trust layer for safe agent systems.
Together, we are building the foundation of the AI economy.
Trust and innovation are not in conflict. Safety is how trust is earned. We must build not only the most capable AI, but the most trusted AI, so that this extraordinary technology can realize its enormous promise for the world. nvda.ws/4hcoq7m
AI will change the world and banks will need to adapt just like the rest of us.
Welcome to the future.
Is this dangerous rehtoric from the Department of War regarding the use of AI?
The US government will decide what services a private company will provide to it apparently.
I love the US and support it fully.
I also support private freedoms though.
This week, Anthropic delivered a master class in arrogance and betrayal as well as a textbook case of how not to do business with the United States Government or the Pentagon.
Our position has never wavered and will never waver: the Department of War must have full, unrestricted access to Anthropic’s models for every LAWFUL purpose in defense of the Republic.
Instead, @AnthropicAI and its CEO @DarioAmodei, have chosen duplicity. Cloaked in the sanctimonious rhetoric of “effective altruism,” they have attempted to strong-arm the United States military into submission - a cowardly act of corporate virtue-signaling that places Silicon Valley ideology above American lives.
The Terms of Service of Anthropic’s defective altruism will never outweigh the safety, the readiness, or the lives of American troops on the battlefield.
Their true objective is unmistakable: to seize veto power over the operational decisions of the United States military. That is unacceptable.
As President Trump stated on Truth Social, the Commander-in-Chief and the American people alone will determine the destiny of our armed forces, not unelected tech executives.
Anthropic’s stance is fundamentally incompatible with American principles. Their relationship with the United States Armed Forces and the Federal Government has therefore been permanently altered.
In conjunction with the President's directive for the Federal Government to cease all use of Anthropic's technology, I am directing the Department of War to designate Anthropic a Supply-Chain Risk to National Security. Effective immediately, no contractor, supplier, or partner that does business with the United States military may conduct any commercial activity with Anthropic. Anthropic will continue to provide the Department of War its services for a period of no more than six months to allow for a seamless transition to a better and more patriotic service.
America’s warfighters will never be held hostage by the ideological whims of Big Tech. This decision is final.









