Agentic Workflows, Root Cause & Gap Analysis, AI Systems Engineering. Carbon in the Agentic loop. Golf & Travel. #IU #UofL $CMI $CAT $GE $GEV $BAH

Joined June 2009
Shaker Cherukuri retweeted
Nvidia wins are adding to the BlackBerry $BB bottom line.... And there have been SEVERAL this week alone.... look it up.... The expanded relationship sees QNX® OS for Safety 8.0 integrated with NVIDIA IGX Thor and Halos Safety Stack, combining QNX's proven, deterministic real‑time operating system with NVIDIA's functional safety platform to support regulated, AI‑enabled systems across robotics, medical technologies, industrial applications and more. finance.yahoo.com/sectors/te…
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Shaker Cherukuri retweeted
Two critical vulnerabilities have been identified in PHP, a widely used programming language that powers websites and web applications. These vulnerabilities (CVE-2026-109618 and CVE-2026-109619) could allow malicious cyber actors to remotely execute code in PHP core, potentially compromising sensitive data and networks. The FBI urges organizations to take the following steps now: ➡️ If an immediate update is not feasible it is recommended that organizations take the system offline until it can be fully mitigated. ➡️ Immediately update affected PHP installations following the guidance on php.net. Inventory where PHP runs in your environment, prioritizing internet-facing systems and vendor products that bundle PHP. ➡️ Monitor web servers for suspicious activity, including PHP processes unexpectedly launching command shells or downloading files. Ensure appropriate process-monitoring capabilities are in place to help identify potential exploitation. ➡️ If you find signs of compromise, isolate affected systems, preserve your web server and PHP logs, and report it to your local FBI field office or ic3.gov. Those reports help us identify the actors involved and warn other organizations before they become victims. For the latest information, follow PHP’s announcement on php.net, CERT-EU Security Advisory 2026-018, and CISA’s Known Exploited Vulnerabilities catalog.
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Shaker Cherukuri retweeted
Hot off the press! 🔥The 2026 Under the Hood: SDV Developer Report is here. New QNX research finds 35% of developer effort is spent on foundational software integration. 🔎 What’s slowing SDV innovation? Find out: bit.ly/3TQoLnv
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Shaker Cherukuri retweeted
$BB — My Investor Take: BlackBerry’s QNX Could Be Becoming Its Most Valuable Growth Engine For me, the most important part of BlackBerry’s latest announcement is not the 6.7% stock jump. It is that QNX’s royalty backlog has surpassed $1.2 billion, up more than $250 million, or 26%, from approximately $950 million at the end of fiscal 2026. That tells me demand for its embedded software is expanding, and BlackBerry is securing opportunities that could generate royalties for years. The biggest catalyst is QNX’s first design win for Alloy Kore, its foundational automotive operating system. The deal carries more than $100 million in estimated future royalties and is QNX’s largest design win in its history. The opportunity is bigger than one contract: as automakers consolidate vehicle functions onto powerful centralized computers, QNX could supply more software within each vehicle and potentially earn more royalties per program. Here’s the growth engine I’m watching: automaker design wins → vehicle production → software integration → royalty revenue → higher software content per vehicle → stronger cash generation. QNX is also expanding beyond automotive into robotics, industrial automation and medical devices, where reliability, safety and security are essential. These markets could give BlackBerry additional growth opportunities as intelligent systems become more widespread. One detail I find particularly important: management says roughly two-thirds of the $1.2 billion backlog comes from legacy design wins already progressing toward production, while the remaining third comes from newer technologies and Alloy Kore. The newer opportunities may take two to three years to convert into revenue. This gives QNX a combination of an established royalty pipeline and longer-term growth potential. But I would not treat the entire backlog as guaranteed revenue. Actual royalties depend on vehicle production volumes, customer forecasts and contracts remaining in place. I also want to see how quickly new design wins translate into revenue, margins and free cash flow. BlackBerry’s decision to retain QNX within the broader company means investors are still buying a combined business rather than a pure-play automotive software company. My takeaway: I see QNX as a potentially underappreciated asset inside $BB. If software-defined vehicles continue gaining traction and QNX expands its role in automotive computing, the royalty model could become an increasingly important source of long-term value. The next step is proving that record backlog growth can translate into sustained financial growth. The key question: Can QNX turn its $1.2 billion royalty backlog into accelerating revenue and cash flow—and establish BlackBerry as a broader embedded-software growth story?
BlackBerry $BB QNX is being adopted and the underlying foundational OS in products across all industries. Our posix compliant RTOS has better performance than linux, is cybersecure and deterministic providing a safe, dependable platform for evolving software defined products including robotics, industrial automation, medical instrumentation and defence.... NO WONDER THE ROYALTY BACKLOG ( $1.2B NOW) IS GROWING SO FAST....
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Shaker Cherukuri retweeted
QNX has reached a new milestone: $1.2B+ in royalty backlog. 📈 An increase of more than $250M since the end of FY26, driven by strong customer adoption of QNX software, particularly QNX SDP 8.0, together with the first Alloy Kore design win. bit.ly/4dJYo9w
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Shaker Cherukuri retweeted
Using Robots and AI, and smart people, Cost Plus Drugs have shrunk the ability to manufacture a line of drugs to the size of a tractor trailer. It can be shipped anywhere. It can be daisy chained to scale. Each Pod can be used for a different type of medication. Including N of 1 therapies.
Replying to @mcuban
@mcuban Could you breakdown a couple examples in medical/medicine space?
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Shaker Cherukuri retweeted
The Rivian Paranormal Technology Department advises you to view this briefing prior to enabling @Ghostbusters Halloween mode. Compliance is encouraged.
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Shaker Cherukuri retweeted
Qualcomm says AI labs want phones that can run 100-billion-parameter models by 2028. Cristiano Amon, its chief executive, said at the Snapdragon Summit that today's phone chips top out at about 30 billion parameters. He also said some AI companies are designing their own phones. A phone running 100B parameter model will roughly need 64GB of DRAM. That's about 50GB for the weights when the model is compressed to 4 bits per parameter, plus a few gigabytes for its working memory during a chat and room for the operating system. Flagship phones today have 12 to 24GB. DRAM super cycle continues?
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Shaker Cherukuri retweeted
To create Ghostbusters Halloween mode, we collaborated with @SonyPictures and Ghost Corps down to the last detail. Keep an eye out for any paranormal activity. The update will begin rolling out starting tomorrow. Our custom built Ecto-R1 will be making appearances at special events all season long.
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Shaker Cherukuri retweeted
Somebody called? ☎️👻 Dr. Peter Venkman and the Ecto-R1 are on the case. This year, Ghostbusters takes over Rivian's Halloween mode, with our latest software update starting tomorrow. Learn more at rivn.co/halloween-2026
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Shaker Cherukuri retweeted
Tennessee’s connection to the world continues to grow, creating new opportunities for Tennesseans & welcoming more visitors to the Volunteer State. Thank you to @Fly_Nashville & @airfrance for your partnership in bringing nonstop service between Nashville & Paris. 🇫🇷✈️
From Music City to the City of Love . . . From bye y'all to bonjour . . . We are excited to confirm that Air France will launch new international air service at Nashville International Airport®. More information to come.
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Shaker Cherukuri retweeted
As industrial systems evolve from isolated machines to connected, software-defined environments, the stakes for security and reliability continue to rise. QNX's Nikhil Rai shares how microkernel architecture supports resilient, secure industrial modernization. 🔗Read more: automation.com/article/build…
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Shaker Cherukuri retweeted
A self-driving car can make the right decision for the wrong reason. For an LLM, that can be annoying. For a self-driving car, where the decision can literally be a matter of life and death, being consistently causally wrong is really fucking dangerous. So we built a benchmark to test whether autonomous driving models actually understand why they should act, not just whether they produce the right action. That work has now been accepted at NeurIPS. Here is a brief explainer:
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Shaker Cherukuri retweeted
What does it take to turn a bold robotics idea into a breakthrough that can scale? 🤖 On the latest Code the Future, host Matt Chandler sits down with Joyce Sidopoulos, Co-Founder & COO of @MassRobotics, to discuss commercialization, startup challenges, and building the next generation of intelligent machines. 🎥 Watch the full episode here: bit.ly/4y1fua9
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Shaker Cherukuri retweeted
I’ve come to conclude that A.I. knows everything, yet understands nothing.
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Shaker Cherukuri retweeted
🇮🇳 About 52% of India’s land area is arable, and India holds roughly 11% of the world’s arable land, the largest absolute area of any country.
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