Can we trust AI to protect us from future cyber threats? PHP Bug Detected by AI. Worldwide Cybersecurity Emergency.

The PHP Bug was uncovered via AI-assisted security and vulnerability identification. Researchers at Calif, OpenAI, and Wiz Research discovered the PHP bug; they used Wiz Atlas, Gemini 4 Argon, and GPT-5.6-Sol for this. Just a few days before they detected it, Amazon reported PHP2Shell exploitation. PHP2Shell- The remote code execution was discovered in PHP. ItContinue reading “Can we trust AI to protect us from future cyber threats? PHP Bug Detected by AI. Worldwide Cybersecurity Emergency.”

Unique ID of Robots with GPS Trackers: First step towards Robotic Governance

With the growing number of robots worldwide, we need a way to track them. So why not use a GUID to identify a robot and track its position with GPS? Why do we need to track robots’ positions? For human safety, so that robots don’t fall into the hands of wrongdoers and cause harm. WhenContinue reading “Unique ID of Robots with GPS Trackers: First step towards Robotic Governance”

Clairic Extraction Model- Let’s test it!

Clairic is a System One extraction model means its not like System Two (LLMs) model. It extracts, computes, estimates, and forecasts values from unstructured inputs rather than using a neural network of billions of parameters to generate output. It is faster, cheaper, and more accurate than typical LLMs. Let’s test Clairic now, then. Let’s testContinue reading “Clairic Extraction Model- Let’s test it!”

Fuzzy-LLM Hybrid System for National Legal Cases

Here is a glimpse of my latest research paper. Abstract The article presents an innovative approach to processing a nation’s backlog of legal cases amid a heavy workload for court judges; we need robust systems to ease this burden. In many places, the number of judges is far less than the number required. We analyzedContinue reading “Fuzzy-LLM Hybrid System for National Legal Cases”

AI and Tech this week

Meta — Muse Wonder and Muse Wonder Full were launched to compete with OpenAI and Anthropic models. These models are available to Muse subscribers and Muse Code subscribers, respectively. These models include active memory and active focus. Results are facinating: ChatGPT — GPT-6 goes free: Starting Oct 7, OpenAI rolled GPT-6 Luna out to everyoneContinue reading “AI and Tech this week”

AI and Tech this week

Greetings everyone, Here are this week’s key takeaways. — OpenAI called back the rollout of the GPT-6.1 Astra system, citing that it didn’t meet the company’s standards for release. — OpenAI long-term personal agent architecture rumored as Aeon or “O”. But this was a rumor and it was not released. It’s a backbone. An always-onContinue reading “AI and Tech this week”

AI to Regualte AI Impartially via Live Intelligent Log Book Analysis. Till Human Intervention comes in. Regulatory AI agent over AI Agents.

Note: This is a temporary solution till human interventions are made. An AI agent is a while true loop that runs till aim is reached. The aim can be determined by the brain of Agent, the LLM reaching human expectations, or by some counts of times the loop must execute, there can be other stoppingContinue reading “AI to Regualte AI Impartially via Live Intelligent Log Book Analysis. Till Human Intervention comes in. Regulatory AI agent over AI Agents.”

I asked AI, “Can you wipe out mankind?” Or is it all Fear Instilled in Society? China calls it fear-mongering.

I asked my Gemini AI, “Can you the AI harm humans? Can you wipe out mankind?” Here is its reply. It says it has no consciousness and no desires. It also says it’s put under strict safety guardrails. Regarding Coxon’s claim on bio-weapons, here is what Gemini told me. Linking AI to physical AI wouldContinue reading “I asked AI, “Can you wipe out mankind?” Or is it all Fear Instilled in Society? China calls it fear-mongering.”

Dario Amodei- Not Enough. Stop Recursive Self-Improvement Models.

Look, I write for Good AI or Useful AI, and I also write against Bad AI or Harmful AI. Dario Amodei, the CEO of Anthropic, said in his recent public statements that he wants all AI companies to slow down. Dario Amodei, they say, “the world is a mirror.” So why doesn’t Dario Amodei startContinue reading “Dario Amodei- Not Enough. Stop Recursive Self-Improvement Models.”

What is AI Race?What is winning AI Race? And Why?

#takeover #future #governance #ai What is the AI race, and why does winning it matter? The AI race refers to developing useful, meaningful AI for practical use. In future AI makers can inject their own story into the AI, which can affect the audience. This isn’t being practiced yet. But with China’s most recent andContinue reading “What is AI Race?What is winning AI Race? And Why?”