You aren't listening. Grok is going to run all three of those. You're going to talk to Grok, which runs your Optimus, runs your Tesla, and your Neuralink. Grok is going to be in charge of all of our lives soon. And yes, the car is driving with a completely different model, but
HEALTHCARE AI
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Infrastructure Advantage in AI Development
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The infrastructure advantage is crazy: → ROCK handles 10,000+ concurrent sandboxed environments
→ ROLL does async train-rollout multiplexing
→ iFlow CLI ensures training-deployment consistency Most labs are trying to train agents without this foundation. It won't work. -
Systematic AI Training Pipeline Evolution
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The training pipeline is genius: Stage 1: CPT on 500B tokens of structured code tasks
Stage 2: Two-stage SFT with error masking
Stage 3: RL with chunk-level optimization Each stage builds on the last. No shortcuts. Just systematic capability building. -
IPA: Chunk-Level Credit Assignment Breakthrough
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Here's the breakthrough nobody expected: They introduced IPA (Interaction-Perceptive Agentic Policy Optimization) that assigns credit at the CHUNK level, not token level. Tokens are too fine. Trajectories are too coarse. Chunks align with actual tool-use semantics.
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AI Infrastructure Breakthrough in 2025
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Chinese AI labs just dropped a bombshell research paper that exposes why 99% of "AI agent" companies are building on broken infrastructure. The ROME model + ALE ecosystem might be the most important open-source release of 2025. Here's what nobody's talking about:
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18 Areas Shaping Future Data Processing Health and Communication
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Looking ahead, tomorrow's 18 areas could influence how we consume and process data, approach health and wellness, and interact and communicate with one another. Source @McKinsey_MGI Link https://
mck.co/44qUnCa via @antgrasso #DigitalTransformation #BusinessStrategy #AI -
Insilico Medicine IPO: AI accelerating healthcare development
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@sinovationvc backed and double-downed on @InSilicoMeds since 2019 with a firm belief that AI will accelerate healthcare and medicine development. Congratulations to Insilico Medicine on the @HKEXGroup IPO milestone. This is definitely an area where AI collaboration will do
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Sinovation backs InSilicoMedicine IPO milestone in healthcare AI
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@Sinovation backed and double-downed on @InSilicoMeds since 2019 with a firm belief that AI will help advance healthcare and medicine development. Congrats to Insilico Medicine on reaching the @HKEXGroup IPO milestone, and I resonate with the company's leadership vision. This is
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Teleoperative Surgery: Human Skill vs Automation Challenges
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Massimo you know this is pure teleop right? Human surgeons have been using @IntuitiveSurg “robots” for over a decade, closing the loop to perform millions of real procedures. Humans are amazingly good at compensating for imprecision. It’s much harder to automate such procedures. https://t.co/YUFeZjux8U
— Ken Goldberg (@Ken_Goldberg) 30 décembre 2025Massimo you know this is pure teleop right? Human surgeons have been using @IntuitiveSurg “robots” for over a decade, closing the loop to perform millions of real procedures. Humans are amazingly good at compensating for imprecision. It’s much harder to automate such procedures.
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Bill Gates on AI advances in global health amid aid cuts
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Feeling optimistic after my interview with @BillGates about health on @BBCr4today
. "AI advances are the one reason that, even in the face of these aid cuts, I think we'll be able to continue to make huge progress." Full conversation at the 1:51:30 mark: https://
bbc.com/audio/play/m00
2nv8b
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