Aditya Prabhu | AI & Data

[Aditya Prabhu | AI & Data @prabhuadi]

On Nov 10, Google opened paid API access to Gemini 4 Carbon. Antigravity’s /swarm is in preview. My take: measure cost per accepted result when testing parallel agents. Which workflow would you try first?
https://t.co/VmP6lX672w
#AIAgents #MLOps #Cloudten

[Aditya Prabhu | AI & Data @prabhuadi]

Commvault targets AgentRecover early access for Microsoft Foundry in Nov and Bedrock AgentCore in Dec, not GA. My take: rehearse restoring the data an agent changes, not just the agent. What would you restore first?
https://t.co/B1SasZeCle
#AIAgents #DataOps #Cloud

[Aditya Prabhu | AI & Data @prabhuadi]

LG AI Research opened free API access to K-EXAONE 2.5, a proprietary model. My take: use free access to test agent task success and latency, not to assume production readiness. What would make you switch providers?
https://t.co/rpkSZtcC4w
#AIAgents #MLOps #Cloud

[Aditya Prabhu | AI & Data @prabhuadi]

Google’s Python ADK 2.14 moves Agent2Agent (A2A) out of experimental and adds multi-run evaluations. My take: test handoffs and cancellation on repeat before crossing cloud boundaries. What failure would your eval miss?
https://t.co/pYHdAMQ4wW
#AIAgents #MLOps #A2A

[Aditya Prabhu | AI & Data @prabhuadi]

Inkling 2 Small is on Tinker for inference and fine-tuning. Apache 2.0 weights were announced as a plan, not part of the initial release. My take: benchmark hosted now; size self-hosting once weights ship. What would change your choice?
https://t.co/JU7MehIeof
#AI #MLOps #Cloud

[Aditya Prabhu | AI & Data @prabhuadi]

On Nov 5, OpenAI introduced GPT-6 Cyber for scoped vulnerability testing, initially for select Daybreak Red customers. My take: enforce scope with cloud allowlists and audit logs. Can you replay every agent action?
https://t.co/pRZQCkSxb9
#AIAgents #CloudSecurity #AI

[Aditya Prabhu | AI & Data @prabhuadi]

6/6 Which part of your delivery pipeline would feel the pressure first if agent activity increased tenfold?

#AIEngineering #AIAgents #SoftwareEngineering #CloudInfrastructure

[Aditya Prabhu | AI & Data @prabhuadi]

1/6 AI agents are changing the infrastructure underneath software development—not just the code we write. On Nov 2, OpenAI described Pando, its Git-compatible backend now powering development in its monorepo.

[Aditya Prabhu | AI & Data @prabhuadi]

5/6 Make consistency assumptions explicit. Track retries, merge failures and infrastructure cost—not just generated code. The useful question is whether the whole delivery pipeline can absorb more parallel work.

[Aditya Prabhu | AI & Data @prabhuadi]

2/5 The tool checks images, video and audio for content made with supported AI systems from Google and its partners. Source: https://t.co/p22cEZJQL3

[Aditya Prabhu | AI & Data @prabhuadi]

1/5 AI content provenance just became more accessible. In its Oct 29 update, Google announced SynthID Detector is available globally in English, expanding access beyond media professionals. A practical development for AI content workflows.

[Marques Brownlee @MKBHD]

Evergreen

[Marques Brownlee @MKBHD]

STILL the most tech I’ve ever seen in a car

[The Times Of India @timesofindia]

#TOIColumn | Ctrl+delete: Bootleg histories create new rifts and villains

https://t.co/X60rRICD1U

[Momentum Dash @momentumdash]

Do you make a wish at 11:11? Or is it just an us thing 💬👇️

[Aditya Prabhu | AI & Data @prabhuadi]

@AeroIndiashow
We need better websites that represent and are critical to smoothen the registration process of such important events.