Elephant Ventures

316 posts

Elephant Ventures

Elephant Ventures

@ElephantVenture

#Innovation Accelerants for agents of change. If you have a transformational idea, we can help you succeed. See you at #BigDataMed, Big Data in Biomedicine

New York, NY Katılım Ağustos 2011
134 Takip Edilen222 Takipçiler
Elephant Ventures
Elephant Ventures@ElephantVenture·
@karpathy Content Engineering creates a “Context Singualrity” a competitive moat on the AI battleground. The Context Singularity is the point where all your org knowledge, decision history and experience converges and becomes LLM-accessible at every point of work. linkedin.com/posts/pachyder…
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Andrej Karpathy
Andrej Karpathy@karpathy·
+1 for "context engineering" over "prompt engineering". People associate prompts with short task descriptions you'd give an LLM in your day-to-day use. When in every industrial-strength LLM app, context engineering is the delicate art and science of filling the context window with just the right information for the next step. Science because doing this right involves task descriptions and explanations, few shot examples, RAG, related (possibly multimodal) data, tools, state and history, compacting... Too little or of the wrong form and the LLM doesn't have the right context for optimal performance. Too much or too irrelevant and the LLM costs might go up and performance might come down. Doing this well is highly non-trivial. And art because of the guiding intuition around LLM psychology of people spirits. On top of context engineering itself, an LLM app has to: - break up problems just right into control flows - pack the context windows just right - dispatch calls to LLMs of the right kind and capability - handle generation-verification UIUX flows - a lot more - guardrails, security, evals, parallelism, prefetching, ... So context engineering is just one small piece of an emerging thick layer of non-trivial software that coordinates individual LLM calls (and a lot more) into full LLM apps. The term "ChatGPT wrapper" is tired and really, really wrong.
tobi lutke@tobi

I really like the term “context engineering” over prompt engineering. It describes the core skill better: the art of providing all the context for the task to be plausibly solvable by the LLM.

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Lennie Zhu
Lennie Zhu@lenniezhu·
I’m on the hunt for the best contract development agencies out there. Ideally offering some combo of engineers, designers, and manual QA who work with startups often. Very open to non-US agencies but must be English fluent. Who do you recommend?
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Elephant Ventures
Elephant Ventures@ElephantVenture·
Who is your dream client? The team at ULTRA Testing voted on who their dream client would be. The Walt Disney Company won, and here's why...  If you work at any brand or business unit at Disney ABC Television Group or The Walt Di…lnkd.in/eqwAt75 lnkd.in/ehUQeQm
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Elephant Ventures
Elephant Ventures@ElephantVenture·
Anyone looking for a bilingual (english/French) Digital Strategist with hands on acquisition and content marketing management expertise? A friend who recently moved to NYC is looking and she's awesome. (She happens to have a Masters in Microbiology as wel…lnkd.in/e7ug33m
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Elephant Ventures
Elephant Ventures@ElephantVenture·
"Spend enough time in a state of frenetic shallowness and you permanently reduce your capacity to perform deep work." #CalNewport #DeepWork
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Elephant Ventures
Elephant Ventures@ElephantVenture·
ULTRA Testing is looking to add some folks to our Business Development Staff. Help us revolutionize software testing…lnkd.in/dD-jmik
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@karpathy @lenniezhu @TheWCS @leadingedgeonly @MIT_alumni @MIT @UltraRajesh @asugsvsummit