This weeks biggest news. The ETH is False — OpenAI says. OpenAI has come up with a proof now in consideration. Here are my views on P=NP question in today’s world, world in 2026 where we have sophisticated machines not limited as in 2000s or before. So, what is the P=NP question now? Given thatContinue reading “P = NP! Now. With Near Infinite Machines available?”
Tag Archives: Machine Learning
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.”
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”
Sentiment Analysis of Tweets and the Web for the USA Midterm Election.
We all know the USA midterms are approaching. I did this analysis in 2016 as well, analyzing tweets downloaded from Twitter (now X). So here we are lets see if the new AI (SI) can do the sentiment analysis of Tweets and Truths. Summary of article: We can run this analysis through custom X APIsContinue reading “Sentiment Analysis of Tweets and the Web for the USA Midterm Election.”
Good AI is needed for Mankind. Universe is so Big. So think Big.
There is a lot to do. Just look at the night sky, and you will see how many space objects there are. There are so many stars, and each star may have many planets. You need to think beyond Earth for a while. There may not be alien-looking aliens, but there may be beautiful speciesContinue reading “Good AI is needed for Mankind. Universe is so Big. So think Big.”
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?”
AI and Tech this week
Greetings everyone, How are you doing? Here are some top AI topics this week. OpenAI — GPT-6 Astra: A new generation of intelligence is here now with you now. It’s available to ChatGPT users and through the OpenAI API, Microsoft Azure, and AWS Bedrock. It scored 99.9% on ARC-AGI-3, 98% on FrontierMath Tier 4, andContinue reading “AI and Tech this week”
China-UAE Adds AI in Schools and New York Bans AI for Children. Generational Shift.
New York Mayor Mamdani said that NYC won’t have AI for school kids until 8th grade. Does this mean they won’t teach AI until 8th grade as well? Or does he mean AI-equipped schools? No one is having fully AI-equipped schools in the near future, Mamdani. So that means NYC would keep children unaware ofContinue reading “China-UAE Adds AI in Schools and New York Bans AI for Children. Generational Shift.”
Automating CLI/Bash Scripts for MCP and other settings with an LLM
In this article, we discuss ground-level automation for Bash scripts required when adding an MCP server and likes to the directory structure. Right now, we have to get the app code from GitHub, run npm, and adjust the directory path to update the mcp.json and rules.json files. A better way of getting this done shouldContinue reading “Automating CLI/Bash Scripts for MCP and other settings with an LLM”
