When you run multi-agent frameworks like @OpenClaw
, you know the output speed is critical. As the chart below shows, SambaCloud serves MiniMax M2.7 at a MASSIVE 435 output tokens per second, more than 3x faster than the nearest competitor (Fireworks at 127 t/s). Combine that
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SambaCloud’s MASSIVE 435 t/s output speed for OpenClaw multi-agent frameworks
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AI frees humans from mundane tasks for satisfying work
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AI isn't replacing humans; it's taking away the repetitive, mundane tasks people hate so they can focus on high-value, satisfying work. Gregg’s advice? Don't wait to get started. Full floor interview: https://
youtu.be/lVUOygymm0g @Appian @SwayEffec #AgenticAI #FutureOfWork -
East Coast AI: Safety, Compliance, and Human-in-the-Loop Approach
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We also dove into "East Coast AI", an approach focused on safety, compliance, and strict process mentality. By putting AI agents "in a box" with targeted access, organizations keep humans in the loop for high-impact decisions. See how it works :
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Enterprise AI Failure: From Vibe Coding to Strict Governance
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Why do 70% of enterprise AI initiatives fail? On the floor at #AppianWorld, I caught up with Gregg Aldana, VP of Global Solutions Consulting at @Appian , to discuss how leading organizations are beating the odds, shifting from vibe coding to strict governance, and moving AI
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IndiaAI announces open-source foundational AI models for all
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The foundational AI models being built under the IndiaAI Innovation Centre will be open-source — available to government organisations, startups, and researchers across the country. Follow IndiaAI for updates! #IndiaAI #IndiaAIMission #OpenSourceAI @AshwiniVaishnaw
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HeyGen announces FRAME.md format for branded videos
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HeyGen announced a new FRAME.md format 👀
— 🚨 AI News | TestingCatalog (@testingcatalog) 4 juin 2026
This format converts DESIGN.md files (which describe your brand guidelines) into a new format that also explains how to generate branded videos.
It comes as an open-source repository that any brand can use, so the new FRAME.md file can… https://t.co/VstZJOyQAf pic.twitter.com/uekrNaDRDGHeyGen announced a new FRAME.md format This format converts DESIGN.md files (which describe your brand guidelines) into a new format that also explains how to generate branded videos. It comes as an open-source repository that any brand can use, so the new FRAME.md file can
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Benchmark lets AI agents curate own training data without humans
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What if an AI agent could curate its own training data—without human hand-holding? Researchers from Virginia Tech, UIUC, UW-Madison, and UC Berkeley present CURATION-BENCH, a benchmark that gives generalist coding agents command-line access to inspect, implement, test, and
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Optimize the machine that produces model improvements, not just the next release
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Most teams optimize for the next model release. Microsoft's MAI-Thinking-1 report argues for something different: optimize the machine that produces model improvements. The most valuable asset isn't a benchmark score. It's a training system that keeps getting better.
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Gary Marcus’s 3 Predictions: Neurosymbolic AI’s Fortune, LLMs’ Limited Profitability
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Three Predictions: 1. Some form of AI, probably neurosymbolic in nature, will come that is far more economical and data- and energy-efficient than LLMs, and it will make an absolute fortune. 2. LLMs, on the other hand, will never be all that profitable (aside from the chip
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Trust not intelligence is the real problem with AI investing
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Everyone wants “smarter AI” in investing.
— Linus ✦ Ekenstam (@LinusEkenstam) 4 juin 2026
Cute.
The problem was never intelligence.
It was trust.
Because “mostly right” sounds acceptable until your $50M acquisition is built on one hallucinated number.
That’s the gotcha.
AI can be brilliant and still be unusable when the… https://t.co/mdeciHCkW0Everyone wants “smarter AI” in investing. Cute. The problem was never intelligence. It was trust. Because “mostly right” sounds acceptable until your $50M acquisition is built on one hallucinated number. That’s the gotcha. AI can be brilliant and still be unusable when the