Forever Learner | Building Reinforcement Learning Systems | Healthcare | Robots and Brains | Graph ML for Health | Privacy and Decentralized AI
Joined June 2020
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Super Intelligence. The one thing that really got impacted with this news - .si domain @Namecheap @GoDaddy @Cloudflare - .si in demand, eh ? 😅
Germany will emerge in a redefined manner in small LLMs/VLMs/MLMs ( especially hardware focused.)
Next chapter of embodied intelligence - just keep your watch on Germany. Next couple of years.
Germany, Japan, China, India.
Majority of African countries will contribute to data.
Meet Chitra. A founder. A builder. An Engineer. More over - a dreamer.
Founder of @medsee_ai that got acquired !
I have been constantly checking her will and stories. From the time she got into the residency program to her pitch in Radiology , to her retakes of the YC application , and to the point of being a SPC fellow.
To all her travel stories, airport stories, hospital visits and the wait to meet a client - her stories are something. To more founders and winners amongst the tough storylines, that’s @chit_raa for you.
Know her, speak with her, read her work, her stories. Congrats Chitra. Again.
@medsee_ai is joining @centai_health.
i started it with a question: could AI help radiologists see more in clinical images?
at Cent, we get to take that work into a much bigger problem: finding small signals before people feel sick.
lots to build alongside amazing founders @shashanknd, @arpitgarg047 and @akhandelwal and a team already making preventive healthcare real at scale.
since joining Cent, we’ve been processing nearly 2 TB of clinical imaging data every week. it’s been pretty wild to see Medsee's scale here.
I wasn’t ready for this on the BBC radar. But the mention was long overdue. kids became adults, the teenagers now parents, the adults now retired. 22 years. What a run ! @BBCWorld @BBC mentioning Bleach is a run. Well deserved. Ghosts to all. Afterlife.
Fans prepare to say goodbye as anime series Bleach officially ends bbc.in/3Umtnlc
Just got to know something very strange from a data company.
Got off a call. The founder told me - there is some agency ( didn’t name ) in India which is trying to get recordings of activities for robot training, the strange part is - US policies don’t allow. Rather people are aware.
In India, for a mere 50cents of a $ / hr , they will be collecting data.
India should not give any data to any startup, unless an equity is made for the intelligence.
Your actions are recorded - you get pennies. The data company gets millions for selling the data. The AI company sits on a billion $ valuation. The equity is nowhere. Don’t give your data. Don’t sell it. Don’t let anyone record. And stay from those startups that say - “video embeddings and training for robotics”. They are a fag data collection company.
Unless you own an equity for your data that would train the so called embodied intelligence , don’t sell. Own it. Own even a fraction. 0.000x but own it.
The empire expands! @netflix you should ask @SrBachchan if he would be willing to star in one of your series ! He is an absolute gem of an actor, and IT IS TIME we witnessed his effulgent presence in a few more masterpieces. 🌟
He would be a brilliant cast in roles of these series and more :
The Gentlemen
The Diplomat
Peaky Blinders - Next Generations
Can’t be more proud of this amazing team building JOHNAIC.
All the best Sasank, Swetha, Banti, Adhitya and a team of extraordinary intelligence at JOHNAIC !
@swetha_tanamala @adithyalbhat17
So many voice models. So many implementations. Wow.
But , where.
Every single customer care bot is stupid enough and has that uneasiness to “not solve” the issue. Everyone is trying to add that extra oomph in the voice. Forget about the extra tone, fix the dumbness.
Before the glorious tackle of the voice models sounding more human, I wouldn’t mind to talk with a voice model that has understands.
Krish Dasgupta retweeted
Following the discovery that eight eMudhra intermediate certificates use weak keys, Cloudflare is deploying mitigations and releasing client updates. We explain the impact, our response, and what customers and developers should do next. cfl.re/487DNbG
Krish Dasgupta retweeted
We recommend Cisco users disable the Smart Install (SMI) auto-loading feature on all NSS and DIB network devices to mitigate exploitation by remote attackers. Have you taken this action? Read more: media.defense.gov/2019/Jul/1… #CybersecurityAwarenessMonth
ALT The image displays a list titled "SMI Mitigation Actions" with a background of a gear and network motif. The list includes: 1) Disable Smart Install auto-loading feature on all network devices. 2) Review Cisco switch configuration files for deviations from documented pre-existing configurations. 3) Implement deny by default strategy at edge firewall devices and ensure TFTP (UDP port 69) and SMI (TCP port 4786) are denied.
Cisco Defense AI is one part , but we need Context aware Post Training - perhaps with Antares - not just localisation but also real time identification on day zero vulnerabilities.
Thoughts ?
@CiscoAI @fdtn_ai @aminkarbasi @SupritiVijay @AmanPriyanshu6
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.
ALT Critical vulnerability alert for PHP Core with CVE-2026-109618 and CVE-2026-109619, CVSS score 9.2, urging immediate patch and threat hunting.
Good to see so many amazing projects on Laude. @a1zhang @lateinteraction @DSPyOSS @sgl_project and so many more !!!! @LaudeInstitute
@LaudeInstitute is it open for for-profit / independent research ?
@lateinteraction - so happy to see @DSPyOSS project on this !
What’s with the voice models lately ? Every startup launches and publishes their a benchmarks owning it. Someone else comes up and states - “we are winning”.
Not to mention the hyped one here.
Pierce Brosnan and Helen Mirren - what an amazing performance thus far !
@MobLand_PPlus deserves all the way to the Emmy Awards.
The entire star cast is brilliant and the storyline of season 2 - cooking !!!
Context drives intelligence. Decision. Pathways.
Shared context even more.
Thank you @JohnSnowLabs for this brilliant opportunity. Always glad to be giving back to the community in all ways possible. @JulesHitz - Thanks as always !!!
@prukalpa - you might like this 😊👍🏼
Healthcare AI agents need governed access to tools and context. @officialKrishD is presenting the Context Intelligence Gateway at #AppliedAISummit.
