MACHINE LEARNING - AI Dynamics

But before we dive in, I have to say: BIGSET goes far beyond a simple wrapper. The tech sets a new standard for AI architecture: → AI infers the schema automatically
→ Sub-agents work in parallel
→ Source tracking per row
→ Exports to CSV/XLSX and more! keep scrolling ↓

→ View original post on X — @datachaz

3 June 2026

The true cost of AI: every query has its price

By

@alex_tsico

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03 June 2026 10h27

For three years, AI was served to us as a free meal. That's over. Its real cost is not training it, but running it endlessly. Each query is a meter ticking. The token, the unit of consumption for models, becomes to AI what the barrel

→ View original post on X — @alex_tsico

3 June 2026

Perplexity’s New Agent Architecture: Python, Sandbox, and Efficiency Gains

By

@alphasignalai

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03 June 2026 10h00

Perplexity stopped treating search as one API call. Its agents now write Python that fans out queries, filters results, and joins evidence in a sandbox. On a 200+ CVE task: 100% accuracy, 85.1% fewer tokens. The SDK is private. The pattern isn't, so lets use it with Hermes?

→ View original post on X — @alphasignalai

3 June 2026

Hallo-Live: Real-Time Joint Audio-Video Avatar Generation

By

@jiqizhixin

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03 June 2026 9h54

Hallo-Live: Real-Time Streaming Joint Audio-Video Avatar Generation with Asynchronous Dual-Stream and Human-Centric Preference Distillation Paper: https://
arxiv.org/abs/2604.23632
Code: https://
github.com/fudan-generati
ve-vision/Hallo-Live
… Our report: https://
mp.weixin.qq.com/s/LCgg_MzjSHqv
YxPIOIhZIw
… #PapersAccepted by Jiqizhixin

→ View original post on X — @jiqizhixin

3 June 2026

Hallo-Live: streaming audio-video avatar generation from Fudan & Baidu

By

@jiqizhixin

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03 June 2026 9h54

What if your avatar could talk and move in real time?

Fudan & Baidu present Hallo-Live: streaming audio-video avatar generation.

Dual-stream diffusion + future-expanding attention syncs lips to upcoming speech.

Human-preference distillation preserves quality. 20 FPS, 0.94s… pic.twitter.com/0GHiOm5h2x
— 机器之心 JIQIZHIXIN (@jiqizhixin) 3 juin 2026

What if your avatar could talk and move in real time? Fudan & Baidu present Hallo-Live: streaming audio-video avatar generation. Dual-stream diffusion + future-expanding attention syncs lips to upcoming speech. Human-preference distillation preserves quality. 20 FPS, 0.94s

→ View original post on X — @jiqizhixin

3 June 2026

Vibe coding: It’s a real skill, and here are 6 reasons why.

By

@godofprompt

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03 June 2026 9h15

"Vibe coding isn't a real skill." Anyone who says this is telling on themselves. Hand the same agent to two people. One ships gold, one ships slop. The only variable is the person using it. That's the textbook definition of a skill. 6 arguments to change your mind:

→ View original post on X — @godofprompt

3 June 2026