It's called Computer for Counsel. Not a chatbot with a law-themed prompt — an agentic system that runs the grunt work: NDA review, case research, regulatory monitoring. The catch that matters: every output links back to the real statute, filing, or ruling.
INDUSTRY
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Perplexity AI addresses lawyers’ fear of hallucinated legal citations
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Lawyers' biggest AI fear? Citing a case that doesn't exist.
— Futurepedia – Learn to Leverage AI (@futurepedia_io) 25 juin 2026
Two years of peers getting sanctioned for AI-hallucinated citations made "just trust the model" a non-starter in legal. @perplexity_ai just shipped something built around that exact fear. 🧵 pic.twitter.com/RpEcMQi1ySLawyers' biggest AI fear? Citing a case that doesn't exist. Two years of peers getting sanctioned for AI-hallucinated citations made "just trust the model" a non-starter in legal. @perplexity_ai just shipped something built around that exact fear.
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AI startup hijenny.ai simplifies home remodeling process
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Anyone who has remodeled a home knows what a pain in the behind it is.
— Robert Scoble (@Scobleizer) 24 juin 2026
Michal Cieplinski knows that better than anyone, started: https://t.co/kykpIBTMNY which uses AI to take care of everything. Finding workers to do your kitchen. Arranging it all. Letting you visualize what… pic.twitter.com/NV58LUc14IAnyone who has remodeled a home knows what a pain in the behind it is. Michal Cieplinski knows that better than anyone, started: https://
hijenny.ai which uses AI to take care of everything. Finding workers to do your kitchen. Arranging it all. Letting you visualize what -
AI in Stores: Instacart’s Caper Carts with NVIDIA Jetson
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Real grocery stores are hard on AI: changing shelves, spotty Wi-Fi and shoppers on the move.
— NVIDIA (@nvidia) 24 juin 2026
On the NVIDIA AI Podcast, @instacart 's David McIntosh shares how Caper Carts use NVIDIA Jetson and edge AI to recognize items in store. pic.twitter.com/oPXNhjJ5uUReal grocery stores put AI to the test: constantly changing shelves, unstable Wi-Fi, and moving customers. In the NVIDIA AI Podcast, Instacart’s David McIntosh shares how Caper Carts use NVIDIA Jetson and AI.
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Insights from running 350M GTM agents: caching, bounding, fairness
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At Interrupt, @Clay's Head of AI @jeffbarg shared insights from running 350m GTM agents a month.
— LangChain (@LangChain) 24 juin 2026
✅ Caching can cut LLM costs up to 70%
✅ Bounding tool calls often improves quality, not just cost
✅ Fairness queues matter once you have real multi-tenant load
Worth 12 minutes if… pic.twitter.com/2qbvyct3lxAt Interrupt, @Clay
's Head of AI @jeffbarg shared insights from running 350m GTM agents a month. Caching can cut LLM costs up to 70% Bounding tool calls often improves quality, not just cost Fairness queues matter once you have real multi-tenant load Worth 12 minutes if -
Countries vertically integrated in the AI supply chain
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This is what Sovereign AI actually comes down to: which countries are vertically integrated on the whole supply chain of Intelligence production? https://t.co/OyjsVwIHFz
— Nina Schick (@NinaDSchick) 24 juin 2026This is what sovereign AI really boils down to: which countries are vertically integrated across the entire supply chain of intelligence production?
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The EU joins Pax Silica to secure AI supply chains
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The EU joins Pax Silica, the alliance led by the United States to secure silicon supply chains: that is, the supply chain of Intelligence. This is how the global AI order is being built in real time. The EU is right to ally itself.
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AI talent underpaid: each worth $150B as Google market cap fell 7%
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AI talent is still highly underpaid: Google’s market cap fell by 7% when Noam Shazeer and John Jumper left, so on average they’re each worth $150B .
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Open-source multi-agent contract compliance team using Google ADK and A2A
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JUST SHIPPED: Open-source cross language multi-agent contract compliance team using Google ADK and A2A. Python agent and Go agent work together as a team. 100% Opensource code with step-by-step tutorial.
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Zai IPOs at HK$120, GLM beats DeepSeek as world’s top open model
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btw Zai IPO'ed in Jan at HK$120 a share. when I first met @louszbd nobody really knew anyone using GLM's. now they have beat deepseek with the world's undisputed top open model and in some respects (see @ml_angelopoulos
) say top model period, and are returning to SF