Our thanks to everyone who dropped by yesterday for boba to learn from @EchoShao8899 of @stanfordnlp about "Collaborative Gym: A Framework for Enabling and Evaluating Human-Agent Collaboration". Key takeaway: across 3 tasks (travel planning, related-work writing, and tabular
AGENTS
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Tavus Solutions: AI Humans for Enterprise Workflows Beyond Chatbots
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This is the next big unlock for enterprise AI: not chatbots, but AI humans inside real workflows.
— Chubby♨️ (@kimmonismus) 4 juin 2026
Tavus Solutions abstracts away the hard parts: personas, conversation design, integrations, tuning, and deployment.
Enterprises bring the workflow.
Tavus brings the AI human… https://t.co/332ZRNXQTcThis is the next big unlock for enterprise AI: not chatbots, but AI humans inside real workflows. Tavus Solutions abstracts away the hard parts: personas, conversation design, integrations, tuning, and deployment. Enterprises bring the workflow.
Tavus brings the AI human -
AI agent replaces junior developer, incurs $150k API bill
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We replaced a $60k junior developer with a proactive AI agent that casually ran up a $150k API bill in three weeks. Corporate efficiency at its finest
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Cursor AI: Interactive report for agent context usage in canvas
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Cursor can now show your agent's context usage as an interactive report in a canvas.
— Cursor (@cursor_ai) 4 juin 2026
The context explorer breaks down where tokens go across the system prompt, tool definitions, rules, skills, and more. pic.twitter.com/FccilnZzOzCursor can now show your agent's context usage as an interactive report in a canvas. The context explorer breaks down where tokens go across the system prompt, tool definitions, rules, skills, and more.
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SambaNova AI to attend JSAI 2026 conference in Japan
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Japan, we’re excited to join the 40th Annual Conference of the Japanese Society for Artificial Intelligence Looking forward to connecting with researchers, devs, & industry leaders shaping the future of AI infrastructure and agentic systems. https://
ai-gakkai.or.jp/jsai2026/en/ -
AI Agents Need Generative UI for Expression, Not Text
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All UI will be AI.
— Shubham Saboo (@Saboo_Shubham_) 4 juin 2026
AI Agents need generative UI to EXPRESS not another paragraph of text. https://t.co/xOpJzmbGcu pic.twitter.com/dlN7Hq5Mv0All UI will be AI. AI Agents need generative UI to EXPRESS not another paragraph of text.
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NEBIUS develops physical AI platform for robotics
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NEBIUS is building a physical AI platform that addresses the long-tail problem in robotics training. pic.twitter.com/VDv67vGXrC
— Lucian Fogoros (@fogoros) 4 juin 2026NEBIUS is building a physical AI platform that addresses the long-tail problem in robotics training.
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NVIDIA: Agents become new layer of enterprise software
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Agents are becoming a new layer of enterprise software.
— NVIDIA (@nvidia) 4 juin 2026
Jensen Huang explains why companies like @Cadence, @CrowdStrike, @Dassault3DS, @PalantirTech, @SAP, @ServiceNow, @Siemens, and @Synopsys are building agents on NVIDIA, and why the opportunity for software partners is only… pic.twitter.com/xLAFePtUFgAgents are becoming a new layer of enterprise software. Jensen Huang explains why companies like @Cadence
, @CrowdStrike
, @Dassault3DS
, @PalantirTech
, @SAP
, @ServiceNow
, @Siemens
, and @Synopsys are building agents on NVIDIA, and why the opportunity for software partners is only -
LLM Gateway in LangSmith: traceable governance and live updates
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Most governance tools live in their own consoles or dashboards. LLM Gateway lives in LangSmith. When requests are blocked or info is redacted, you get traceable events. See what your agents do, update system prompts or tool configs, re-evaluate against existing test sets, all
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Replit partners with Shopify to create online stores in minutes
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We partnered with Shopify so you can go from idea to live store in minutes
— Replit ⠕ (@Replit) 4 juin 2026
Just tell Replit Agent what you want to sell. It will:
– Build a custom storefront
– Create your Shopify store
– Help you add products
Claim it in Shopify, set up payments, and you're open for… pic.twitter.com/d1xnw0TFkdWe have partnered with Shopify so you can go from idea to a fully operational online store in just a few minutes. Just tell Replit Agent what you want to sell. It will: – Build a custom storefront – Create your store