BREAKING: Reliability, which I have been harping on here since 2019, continues to be deep problem, even with the latest models. A new @Princeton review below offers a taxonomy of some of the many ways in which reliability continues to haunt LLMs seven years and a trillion
AI
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Heartbeat monitoring for orchestrator and subagents resilience
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add a heartbeat to the orchestrator and the subagents so if they stop they keep going when you do this be careful about the way the model ends it's responses with "here's what i'd do next…" sometimes that's helpufl, but if they're not working from a clear plan you can wake up
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Comet: Enterprise AI Browser with Falcon Security Integration
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Comet is the AI Browser for the Enterprise.
— Aravind Srinivas (@AravSrinivas) 17 mars 2026
Can be rolled out to thousands internally via MDM.
Integrated with @CrowdStrike's Falcon for detecting suspicious links and files.
Controllable for what and where agents can operate. pic.twitter.com/n2g98Cei3oComet is the AI Browser for the Enterprise. Can be rolled out to thousands internally via MDM. Integrated with @CrowdStrike
's Falcon for detecting suspicious links and files. Controllable for what and where agents can operate. -
Open Models Panel at GTC: Industry Leaders Discuss Future
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Open Models Panel at GTC with Harrison & Jensen: Join us tomorrow, Wednesday March 18th at 12:30pm at GTC for “Open Models: Where We Are and Where We’re Headed”, a panel featuring Harrison, Jensen, and the CEOs of Cursor, Thinking Machines Lab, Perplexity, and more. Add it to
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Congratulations on Built-in Data Pipeline Feature
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Oh that's really cool, I love the built-in data pipeline. Congrats guys!
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Framework-specific challenges with VRAM, disk, and quantization options
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Thanks for the feedback. The only problem with VRAM, disk, and quant options is that they are framework specific. Disk is maybe the most obvious or feasible one for a given precision (like bf16)
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Britain needs cheap electricity for AI sovereignty and economic growth
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If AI is to be at the heart of any credible economic plan for Britain, energy policy must be rebuilt from the ground up.
— Nina Schick (@NinaDSchick) 17 mars 2026
There is no AI sovereignty (and no national sovereignty) without cheap, abundant electricity.
Here is what @RachelReevesMP should do:
1. Revive North Sea… https://t.co/htcHARdnUyIf AI is to be at the heart of any credible economic plan for Britain, energy policy must be rebuilt from the ground up.
There is no AI sovereignty (and no national sovereignty) without cheap, abundant electricity. Here is what @RachelReevesMP should do: 1. Revive North Sea -
Perplexity Launches Comet Enterprise Browser with AI Security and Automation
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Perplexity announced Comet Enterprise, a browser with a security layer powered by CrowdStrike, enterprise-grade access controls, integrations, and automation features.
— 🚨 AI News | TestingCatalog (@testingcatalog) 17 mars 2026
I need it on my 9to5 👀 https://t.co/qUCctKX36c pic.twitter.com/NFOaICjgXLPerplexity announced Comet Enterprise, a browser with a security layer powered by CrowdStrike, enterprise-grade access controls, integrations, and automation features. I need it on my 9to5
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LangSmith Sandboxes: Safe Code Execution for Agents
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🚀 Today we're launching LangSmith Sandboxes
— LangChain (@LangChain) 17 mars 2026
Agents get a lot more useful when they can run code: analyze data, call APIs, build entire applications.
Sandboxes give them a safe place to do it with ephemeral, locked-down environments you control.
Now in Private Preview.
Learn… pic.twitter.com/98kqloy7lhToday we're launching LangSmith Sandboxes Agents get a lot more useful when they can run code: analyze data, call APIs, build entire applications. Sandboxes give them a safe place to do it with ephemeral, locked-down environments you control. Now in Private Preview. Learn
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Anthropic Launches Remote Control Mobile Version Claude Code
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Anthropic just released a mobile version of Claude Code called Remote Control https://
buff.ly/cenHKRl
#AI #MachineLearning #DeepLearning #LLMs #DataScience