Son Of The Queen is a raw and immersive hip hop odyssey that charts the journey from pain to power. Born from the ashes of loss, hardship, and hard-learned lessons, this album is a testament to resilience and growth. Each track is a page from a personal journal—vivid storytelling that explores the struggles of broken bonds, internal battles, and the scars that were created from those experiences, while also celebrating the thrill of taking risks, the strength found in brotherhood, and the triumph of pushing past boundaries.

With hard-hitting bars, soul-stirring beats, and unflinching transparency, the project balances vulnerability with confidence, grief with grit, and despair with hope. It’s more than music—it’s a map of survival, an anthem for those chasing their dreams without losing their soul. Whether you're on the come-up or reflecting on your own journey, Son Of The Queen speaks directly to the fighter in you.

L like a G feat. Adonis

yunglord

figure 8's

Welcome to “AI with Shaily” hosted by Shailendra Kumar, a male tech enthusiast and expert in AI and web search technologies. In this detailed discussion, Shailendra dives deep into a major transformation in how developers access web search data, focusing on the shift from traditional Bing Search APIs to Microsoft’s new Grounding with Bing Search via Azure AI Agents. 🚀

For years, Bing Search APIs were beloved by developers because they offered straightforward, programmatic access to structured web search results. These results were ranked, filterable, and transparent, making it easy to build specialized search engines or fact-checking tools with a clear audit trail. Imagine having a reliable GPS for the web—deterministic, precise, and fully controllable. Developers could access neat lists of URLs, metadata, and had full control over filtering and ranking, which was crucial for applications demanding accuracy and trust. 🧭🔍

However, Microsoft is now phasing out these traditional APIs by August 2025. The new approach, called Grounding with Bing Search, is more like handing over the navigation to an expert AI agent. Instead of delivering raw data, this method retrieves relevant chunks of Bing search content behind the scenes and feeds them into large language models. These models then synthesize natural language answers that are conversational, context-aware, and designed for more human-like interactions. 🧠🤖💬

While this sounds very slick and modern, it comes with trade-offs. Developers lose the crystal-clear transparency and fine-tuned control they once had. It’s like receiving a chef’s special dish—you get to enjoy the flavors but can’t inspect every ingredient or cooking step. This means developers can no longer audit or rank sources directly, which is a significant challenge for applications where verifying the source is critical. Additionally, traditional features like custom filtering, pagination, and strict content type controls are reduced or missing. Pricing also shifts from predictable API tiers to variable, consumption-based models, reflecting the AI-driven paradigm. 🍽️🔍⚖️

Shailendra shares a personal reflection on this change: when he first used Bing Search APIs for an AI-powered research assistant, having precise data allowed him to trust and explain every piece of information. Switching to Grounding with Bing feels like gaining a brilliant storyteller who weaves facts into a narrative but doesn’t show all the raw pages behind the story. It’s powerful but requires trust in the AI’s “memory” and the selected web chunks. 📚✨🤔

He poses a thoughtful question to the audience: In a world where AI crafts answers from real-time data, how much transparency and control are you willing to trade for richer, more conversational insights? This invites developers and users alike to consider the balance between innovation and accountability. ⚖️💡

Before concluding, Shailendra offers a practical bonus tip for developers navigating this transition: consider hybrid approaches. Use grounding for front-end conversational interfaces to leverage the AI’s natural language capabilities, but maintain your own caching and metadata stores for workflows that require strict source audits. This strategy balances innovation with accountability, helping to manage the new challenges effectively. 🛠️🔄💼

He closes with an inspiring quote from Alan Turing: “We can only see a short distance ahead, but we can see plenty there that needs to be done.” This perfectly captures the forward-looking nature of this shift—exciting but filled with puzzles to solve. 🌟🔮

Finally, Shailendra encourages viewers to stay connected by following him on YouTube, Twitter, LinkedIn, and Medium for more updates. He invites the community to subscribe, share thoughts in the comments, and engage in the ongoing conversation about balancing AI-driven answers with transparency. 📱💬🌐

That’s the essence of “AI with Shaily”—hosted by Shailendra Kumar, inspiring curiosity, continuous learning, and thoughtful exploration of AI’s evolving landscape. Stay curious and keep learning! 🎙️🤓✨

From Bing Search APIs to AI Agents: Navigating Microsoft’s Grounding Shift

Modernizing Healthcare: How Cloud Adoption Drives Real Patient Outcomes

On this episode, Jeremy Marut, Founder and CEO of Sublimation Health talks to host Ben Hilmes about how his decades of experience in hospital IT led him to build a company that helps health systems shift from managing infrastructure to delivering meaningful solutions. They explore what it takes to overcome fear and uncertainty around cloud migration, why cost transparency matters, and how to reframe technical debt as an opportunity for reinvention.

Find all of our network podcasts on your favorite podcast platforms and be sure to subscribe and like us. Learn more at www.healthcarenowradio.com/listen/

Leader to Leader: Modernizing Healthcare On How Cloud Adoption Drives Real Patient Outcomes

deeper wounds is a track about not just seeing whats on the outside but what is still broken on the inside its a sister song with looking within thats why im releasing them together i took a brief pause to deal with things in my life but im back with no more pauses all play all go much love from the only jakoby noir i hope everything works #hero #rock #alternative #emo #dark #mood #trending #popular #influence 

deeper wounds

🔥 TLDR: Predictive models dominate modern decision-making - but they consistently fail when faced with emerging risks like pandemics, financial crises, or supply chain shocks.
The problem isn’t bad math, but flawed assumptions: models are built on past data and assume future stability. This blinds them to Black Swan events, systemic interdependencies, and phase transitions in complex systems. Worse, widespread use of similar models can create feedback loops that amplify the very risks they aim to mitigate. Instead of chasing perfect prediction, organisations must prioritise resilience, transparency, and humility in the face of uncertainty.

When the Models Break : The Blind Spots of Prediction

Fraunhofer Diffraction - Transparency

Are hidden bank fees siphoning profits from your business? This isn't just a rock anthem—it's a mission statement for every entrepreneur tired of getting a raw deal.
"Merchant Monitors Crack The Code" is the story of The Audit Crew, a team of specialists with one mission: to infiltrate your statements, expose the fees the banks don't want you to see, and take back the money that is rightfully yours.
Your business is your golden goose. We help you protect it. Don't let the House keep rigging the game. It's time to get your money back.
The first step is easy.
▶️ TAKE ACTION: Speak with your 'Inside Man,' Russell Nomer, for a free, no-obligation analysis. 📞 MAKE THE CALL: 516-628-RUSS (7877) 💻 LEARN MORE: Visit MerchantMonitors.com
Let's crack the code.

Lyrics:

"Merchant Monitors Crack The Code"
The House has got you cornered, the game is lookin’ rigged,
Digital vaults and firewalls where hidden fees are vigged.
They’re runnin’ up the numbers, playin’ fast and loose,
It's time you had a crew that can save your golden goose!

Imagine for a moment the profits you deserve...
Think how good it feels to protect what you have earned.
When you make the call now, Russell Nomer gets you to Vee-Toe,
The Mastermind who finds your money and makes your profits grow!

It’s time for The Audit. We’re crackin’ the code!
Merchant Monitors lightens the load!
Pick up the phone and call Russell Nomer, 
Your Inside Man Russ is on the line,
Dial 516-628-RUSS.now, make your bottom line shine!
Vito is The Mastermind, with the tech to get you through,
He can get your money back, That’s the mission for the crew!

No switchin’ vendors,  you can keep your systems tight,
Vito's software slices through,brings the hidden fees to light.
Merchant Monitors, the sharpest in the game,
Billions audited yearly, you'll be glad you called their name.

Imagine for a moment the profits you deserve...
Think how good it feels to protect what you have earned.
When you make the call now, Russell Nomer gets you to Vito,
The Mastermind who finds your money and makes your profits grow!

It’s time for The Audit, we’re crackin’ the code!
Merchant Monitors lightens the load!
Pick up the phone and call Russell Nomer, 
Your Inside Man Russ is on the line,
Dial 516-628-RUSS.now, make your bottom line shine!
Dial 516-628-RUSS.now, make your bottom line shine!
Vito is The Mastermind, with the tech to get you through,
He can get your money back, that’s the mission for the crew!

You've looked at the statements, you know something isn't right...
That's the reason you should make that call tonight.
C.F.O.s, execs, the time to act is here, Let Russell and Vito's audit crew 
make those hidden fees disappear!

It’s time for The Audit, we’re crackin’ the code! Merchant Monitors lightens the load!
Pick up the phone and call Russell Nomer, your Inside Man’ Russ is on the line,
Dial 516-628-RUSS.now, make your bottom line shine!
Vito is The Mastermind, with the tech to get you through,
You can get your money back, that’s the mission for the crew!

The mission is simple: Get your money back. The first step is easy: 
Pick up the phone and call Russell.
The website is MerchantMonitors dot com... See your future profits now.
The only number you need to remember is 516-628-RUSS.
Write that number down. 516-628-RUSS.  Make the call now.


By: Russell Nomer, July 23, 2025  Russell Nomer Music Copyright 2025 All rights reserved
ASCAP Work ID# 931169732  ISRC#  QT5AM2569732



Merchant Monitors Crack the Code

Welcome to AI with Shaily! 🎙️ I’m Shailendra Kumar, your host, diving deep into one of the most pressing questions in the world of artificial intelligence: How can we truly trust and ensure the safety of Super AI? 🤖✨ As AI grows smarter every day, it’s not just about what it can do, but *how* it does it—and whether it behaves responsibly in the real world.

Let me share a personal story: A few years back, I worked with an enterprise implementing AI decision tools. Initially, everything seemed perfect, but soon customers noticed some strange recommendations from the system. That’s when I realized intelligence alone isn’t enough; we need transparency and explainability to understand *how* AI arrives at its conclusions. 🔍🧠

To confidently trust Super AI, it must answer some tough questions:

First, can it clearly explain its decision-making process? We need to trace outputs back to specific input data to detect errors or hidden biases. Without this, AI becomes a “black box,” which nobody wants—imagine trusting a doctor who won’t explain their diagnosis! 🏥❓

Next, continuous safeguards are crucial. AI models can “drift” over time, so constant monitoring is essential to catch bias or unintended harm early. Compliance with privacy laws like GDPR and HIPAA isn’t optional—it’s mandatory as regulations tighten worldwide. 🔐📜

Security is another key pillar. Super AI must defend against sneaky attacks like prompt injections or data leaks, using enterprise-grade protections to keep sensitive information safe. After all, if your AI gets hacked, what good is its intelligence? 🛡️⚠️

Failure mode analysis acts like a behind-the-scenes superhero, enabling AI to spot its own errors, explain them, and recover gracefully—think of it as the AI’s self-check to avoid catastrophic mistakes. 🦸‍♂️🔄

Moreover, as AI handles multi-turn conversations and integrates APIs and external tools, maintaining consistent and coherent responses becomes a complex challenge that must be flawlessly managed. 💬🔗

Legal and regulatory compliance is front and center now. New AI-specific laws coming by 2025—especially around automated decision-making and employment—require documented proof of bias testing and prevention. This isn’t just best practice; it’s the law. ⚖️📅

Finally, concrete metrics like Stanford’s CRFM Transparency Index help quantify how explainable and trustworthy a model really is, providing ongoing benchmarks for improvement. 📊✅

Here’s a bonus tip for all curious minds: When evaluating any AI system, ask for its transparency score or similar metrics. If it can’t provide one, treat it like a mystery novel missing its crucial chapters! 📚❌

Why does all this matter? Because AI is increasingly making critical decisions in healthcare, finance, and beyond. We owe it to ourselves and society to demand clarity, security, and fairness. It’s not just about smarter AI; it’s about *responsible* AI. 🌍🤝

Before we wrap up, remember this: “Trust is built not from what you say, but from what you show.” In AI, transparency is that proof. 👁️‍🗨️🔑

Thanks for tuning in to AI with Shaily! Don’t forget to connect with me on YouTube, Twitter, LinkedIn, and Medium for more insights. If you love deep dives like this, subscribe and share your thoughts—I’m eager to hear your take on the trust challenge facing Super AI! 🚀💬

Until next time, keep questioning, keep learning, and stay curious! 🌟🤓

Building Trust in Super AI: The Transparency and Safety Challenge

Please follow my new releases and consider getting some of my merch at https://unitedmasters.com/a/russell-nomer-music

Unlock the secrets of data mastery with Shailendra, a 27-year veteran in AI, ML, and Data Science, driving AU$ 6 Billion in transformative value. As the author of 'Making Money out of Data,' their strategies redefine digital success. With expertise honed at IBM and Accenture, they drive innovation and data monetization. Explore how loyalty programs like Flybuys and Everyday Rewards revolutionize business—connect with Shaily today.

Im Jakoby i make different kinds of songs im eager to advance my  practice and share different sounds experiment with different genres and inspire others. im open to collaboration feel free to reach me. i look forward to seeing my hobbie to the fullest and continuing to express myself.

RADIO FOR THE HEALTHCARE INDUSTRY
Healthcare NOW Radio and Podcast Network offers discussions on the latest developments and trends impacting the industry including: health tech, health IT, healthcare innovation, healthcare policy, healthcare data security, telehealth, interoperability, biotech, med tech, value-based care, pharma, healthcare compliance, and much more. Shows are hosted by industry thought leaders. Guests are a "who's who" across the healthcare spectrum.  The listening audience is predominantly physician and hospital-based, and the healthcare industry at large.

₩ΙTÇНHØVSΞ SΔИСТVΔЯ¥ 


Speak AFRIKAANS, English 

This account consist of mainly Russian WitchHouse artist & Russian Electronic artist. Though I do upload albums from other artist from around the world who either dabbled in the genre or had some sort of relevance, participation, or presence in the WitchHouse scene.

Looking for Rare, Lost, or Forgotten WitchHouse Albums. Click on the albums tab on my profile to find what you're looking for. Looking for WitchHouse artist Discography Playlist, click on the playlist tab on my profile to find what you're looking for.

Fun Fact: 

"Pictureplane"(Travis Egedy), is a popular artist known for making his come up in the electronic music scene, DIY Venues, also popular for hanging around artists like "Grimes" and "Crystal Castles" in the early come up days of these artist, he is also the one who came up with the word "Witch House" which is a playful word on "House" music, though "Witch House" is now a popular music genre that is enjoyed by many.

"Crystal Castles" are actually one of the very first, if not the first electronic music duo to actually invent "Witch House" music, as you can hear dark beats and sorrow drawn out voices off of some of their early (demo songs/ Demo Album) dating back from "2007" and before that, which is crazy to think since during that time "Witch House" did not have a name for itself yet.

Instagram:
https://www.instagram.com/synth.essence?igsh=MzRlODBiNWFlZA==

New tracks tagged #Transparency