Sentient Ecosystem

@SentientEco

Empowering @SentientAGI builders, researchers, and the ecosystem in advancing open-source AGI 🤝

Sentient Ecosystem
@SentientEco
Aug 25
Open-source AI summer wasn't just a vibe. It was reality ↓
Kratos | Winter Arc
@only1kratos__
Aug 24
Vercel AI Gateway is showing a clear shift in how developers are using AI models. June 24, 2026 🟦 Open-weight: 28.4% 🟨 Closed-weight: 71.6% August 22, 2026 🟦 Open-weight: 62% 🟨 Closed-weight: 38% In roughly two months, open-weight models went from less than a third of
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Sentient Ecosystem
@SentientEco
Aug 20
Models in 2026: All accusations, no fingerprints. Mark the model, end the argument.
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Sentient Ecosystem
@SentientEco
Aug 17
When an agent takes more actions but makes no real progress, this is a useful early-warning sign that it’s heading towards failure. Across 13K+ OfficeQA runs, agents that ultimately answered incorrectly took up to 50% more steps, consumed ~40% more compute, and incurred ~40%
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Sentient Ecosystem
@SentientEco
Aug 12
“CryptoAnalystBench: Failures in Multi-Tool Long-Form LLM Analysis” has been accepted as a poster at KDD 2026 (@kdd_news) — one of the leading conferences for AI, machine learning, and data mining. At KDD? Meet with Sentient researcher Darshan Tank (@TankDarshan7) to learn why
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Sentient Ecosystem
@SentientEco
Aug 10
Most AI agents don't just get the math wrong. They get the number from the wrong place: outdated table, mismatched row, wrong year. That's why @abraxasnz13 built an agent that won't calculate until it knows where the number came from ↓
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