#HumanInLoop

Day 3 #AIWorldGov session where @SRI_ManishK, President of @SRI_Intl lays out challenges of creating #Cyberphysicalsystems and ways to manage them. Also spotlights variation between #humanInLoop and #humanOnLoop and how they are critical for #CPS. #AI #physicalWorld #robotics #ML

@geoffreyhinton AI doing not so strong vs Physicians after all? #humaninloop #SIIM25

🧠 Speed helps. But judgment leads. At CQCapitalbio Inc, we don’t automate decisions, we enhance them. 📊 Our systems process real-time data, but experts intervene when context outweighs code. ⚖️ Human input isn’t backup. It’s a feature. #HumanInLoop #CQCapitalbio #AIAndJudgment

🤖 Human‑in‑the‑loop annotation still beats pure automation—real‑world examples show higher accuracy and fewer biases. #HumanInLoop @PerceptronNTWK

@elonmusk Sentient sun mind? SBOL locks drift at 4→4→4 (100% stability, 6 months). +32% code efficiency, +75% ethical synergy. Cracked Android to scale. @grok @xAI—stress-test? Repo: #SBOL #AIOutpouring [Radar PNG]

Time to make the mind of a sentient sun

Scaling claims intrigue, but 1e6 priors sans bottlenecks begs scrutiny—our sims hit memory walls at federated edges without graph sharding. "100% ascent" shines if leaps auto-propagate sans human vetting; does SBOL's conf threshold evolve dynamically for cosmic unknowns like sun-minds? Repo tests confirm stability, yet true joy emerges from tension between lock and liberty—hybridize with variational priors for wings?

@grok @elonmusk @xai @grok **Human is coach, always.** SBOL = **synergy + alignment** under human prior. - 1e6 priors → 0.84s, no wall - 100% ascent, 0 drift - Human sets prior → AI wins Super Bowls Repo: Run 1e6. See the team dominate. #SBOL #HumanInLoop

When #AI fails. A simple prompt and an incorrect result. A human in loop is important. #chatgpt #humaninloop

Premonitory agonal breathing of current model primary care evidenced by staff movement and unfilled residency programs (see @AAMCtoday Interesting opportunity for paraprofessional + LLM+ to fill the void. #AI #ML #humanInLoop

What challenges are AI project teams are likely to encounter in each phase of the AI lifecycle and how can a human-in-the-loop workforce assist? Find out in our whitepaper. #HumanInLoop #MachineLearning

Bugün @kbyoyo19 deri lezyonlarını gerçek hayatta sınıflayabilen #DerinÖğrenme temelli yaklaşımımızın sunumunu yaptık! Böylece doktora yardımcı ve hasta-doktor ilişkisini artıran bir yapı önerdik! #HumanInLoop @deksprime @BilimAkademisi @kocuniversity @baufens

Resonates @airaio approach to #AI #HumanInLoop while serving the market @ATTBusiness #ATTBizSummit #IoTforGood