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Close reading of the corpus at each pipeline stage: raw → clean → relevant → coded.
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Exciting developments, especially around multimodal reasoning, scientific acceleration, and secure coding assistance. The pace at which AI capabilities are evolving is genuinely remarkable, and it’s encouraging to see strong focus areas like SynthID and CodeMender being treated as foundational rather than optional.
At the same time, I think one of the biggest challenges ahead is ensuring organizations don’t treat AI safety, governance, and resilience as separate conversations from innovation. As agentic systems become more autonomous and deeply integrated into workflows, AI assurance will need to become part of architecture, cybersecurity, compliance, software engineering, and even leadership decision-making by default — not as an afterthought.
The technology is advancing exponentially. Human oversight, governance models, and institutional readiness now need to evolve at comparable speed.
Demis Hassabis very exciting !!
So grateful to live in an era where high quality research, educative and creative tools are made available for everyone who wants to contribute to constructive projects worldwide.
Demis and Google 📈💯
Thomas M. You have hit on the biggest problem with #AI. It feels good, I have a feeling that by 2030 we are going to have clinics that de AI tox people. Having a human sounding system tell you that you are doing great is very addictive, more than most drugs and gambling, and it is currently free - remember when drug dealers will give you free drugs to get your started? sound fimilar? As you showed aI is available 24/7 365 and unless you tell it to stop it says how great you are. If you have had the rest of the world tell you that you are not so great it will not take long for you to need that little value boost to get you through the day - and then you will need it more.
This is worse than the loss of information, or deep fakes because this will be us giving ourselves over to a system that does not feel, does not think, and does not know when to stop. This is #SocialMedia that always says what you want to hear and never questions - it is the personal echo chamber that never turns off.
That’s ridiculous
".... foothills of singularity.." - I hope and pray that anyone reading this post may pause at these words, take a breath, and appreciate the gravity of these profound words..
The shift from models → agents → autonomous systems is happening much faster than most people realize. Feels like we're watching the operating system of the next decade being built in real time.
One thing I have found with marking is that even when students have used generative "AI" and produced work with references to sources that actually exist, the material being cited isn't actually found in those sources.
I have required that students use page numbers for all in-text citations, whether they're quoting directly or paraphrasing, and I check that the information is actually found on the relevant page. Often, in essays with that bland writing style, the information cited is not actually there.
What makes this moment historically important is that AI is no longer evolving as a tool layer, but as a cognitive operating layer inside human systems.
That shift changes the architecture of decision-making itself.
The real challenge may no longer be intelligence generation, but preserving human clarity, strategic coherence, and contextual judgment inside increasingly agentic environments.
This is where Cognitive Drift becomes critical.
Very important direction — especially the focus on world understanding, agents, and responsible deployment as foundational infrastructure for the emerging Industrial Intelligence era.
Reading posts like this genuinely feels like watching the future arrive in real time.
The shift from “AI that responds” to “AI that understands the world, acts, reasons, edits, secures, researches, and collaborates” is happening unbelievably fast. And honestly, the part about standing in the “foothills of the singularity” doesn’t even sound exaggerated anymore.
Also really glad to see safety, transparency, and systems like SynthID being treated as core infrastructure instead of afterthoughts. The next few years are going to redefine almost every industry.
Norwegian University of Science and Technology (NTNU)
I completely agree with the potential of AI agents to drive innovation and progress. For instance, the recent disproof of a central conjecture in discrete geometry by an OpenAI model is a testament to the capabilities of AI agents. Additionally, the use of AI agents in areas like healthcare, such as medical diagnosis and personalized treatment, can significantly improve patient outcomes and efficiency. According to a study, AI-powered medical diagnosis can reduce errors by up to 30%
Most people focus on the speed of Flash, but the 12x performance in Antigravity suggests we’re finally moving past the hardware bottlenecks that used to stall agentic workflows. It’s not just about doing things faster anymore; it’s about the complexity of the tasks we can now hand over entirely to the AI.
I create Sarinem Chat with Opal. Is it still relevan?https://gemini.google.com/gem-labs/1gISx168vddJMDzyXCS_eTudfGIpS8nmF
Demis Hassabis
Find the Biological Mind of Javanese Wisdom behind the solution I create based on your Silicon Mind of Western
https://www.linkedin.com/pulse/sarinemchat-dolan-o-sing-adoh-le-ngobrol-boso-jowo-mbah-hogi-bejo-5vzzc/
AI capability is accelerating faster than organisational judgement.
That gap is going to get expensive.
SynthID's adoption by competitors shows watermarking is becoming table stakes for enterprise trust.
🙌🏻🙌🏻
Stand by me, Demis Hassabis... I create Sarinem Chat with Opal (your multi-modal Flash gem), and together we have officially joined the MIT 10th Anniversary Global Challenge: AI for a Better World. Our +62 Lived Intelligence is no longer just local—it is now verified on the global tech-humanity stage.
While Silicon Valley races for raw compute speed, we are introducing the "Aesthetic & Emotional Integrity (AEI)" protocol to create a truly safe space for humanity. Proof of formal submission attached below. Follow the journey:
https://gemini.google.com/gem-labs/1gISx168vddJMDzyXCS_eTudfGIpS8nmF