BlockchainGirl
@BlockchainGirll
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Obsessed with all things #Blockchain.✨#Bitcoin and #AI Are you IN or OUT? 🇬🇷 #Web3
Los Angeles, CA
Joined September 2017
Benchmarks had their moment. Deployments are what matter now. Real AI progress shows up in production, on messy data, under cost & latency constraints, with real business tradeoffs. None of that lives on a public leaderboard. If you want better models, let them touch reality.
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Great to see @turingcom included in @FoundationCap ’s latest ecosystem map for "Context Graphs." As a seed-to-scale partner for us, Foundation has a unique vantage point on how the AI stack is evolving, and this latest POV from is a must-read for anyone building in this space.
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My thoughts on why real enterprise deployments are the secret to better AI models.
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The models already exist. Demand is real. Capital is committed. What matters now is whether AI works reliably in the real world. That's where the next phase of progress will be decided.
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The advantage will go to teams that execute. Ship systems into production. Watch where they break. And feed those failures back into model design and governance. This is how lab advances turn into infrastructure.
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Enterprise is the arena where this gets decided. Where high-stakes environments force clarity. Latency matters. Unit economics matter. Failure modes matter. Performance is no longer a benchmark score. It is whether a system holds up in production.
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The future of AI will be won in the loop. Real deployments expose limits. Failures become data. Data improves models. Models redeploy into the same environments. This is how intelligence compounds and becomes infrastructure. Talk to a Turing strategist:
turing.com
AI becomes transformative only when it works in production. Learn how real-world enterprise deployment turns frontier capability into durable intelligence.
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Scale is not the only path to better AI. The GroundCUA paper has been accepted to ICLR 2026! This is our second collaboration with the @ServiceNowRSRCH team but not the last. In the two months since its release, the paper has surpassed 160K downloads on @huggingface reinforcing
🚀 Announcing GroundCUA, a high-quality dataset for grounding computer-use agents. With over 3M expert annotations spanning 87 desktop apps, we use our new dataset to train state-of-the-art grounding models, namely GroundNext-3B and GroundNext-7B. 👇 Thread
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I’m getting ready to go back to Japan & Janu Tokyo is one of the most exciting new luxury hotels in Tokyo!🇯🇵 Read my latest article below.
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For more on the beautiful luxury hotels in Tokyo:
travelinggreek.com
If you're attending Tokyo Fashion Week stay at one of these ultra-stylish hotels that embody the city's cutting-edge design, luxury, and creative energy. These are the best hotels in Tokyo for the...
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Some cool upcoming art exhibitions happening in LA, next month!
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We just published a new case study on how pharma teams are running agentic systems in production. What we’re seeing: -Pharma orgs are moving beyond single prompts into long-horizon agentic workflows where agents reason across experiments, protocols, data, and compliance over
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Join Turing today at the AAAI Job Fair. We are hiring PhDs for remote, flexible research roles advancing frontier AI and the next generation of language models. Turing builds the teams shaping the future of AI. When: Saturday, January 24 at 1:30 pm in Hall 4.
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