DeepSeek is a powerful research assistant. It can help you research, plan, and launch a business effortlessly. Here are 10 prompts that make it the ultimate tool for entrepreneurs:
LLMS
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The transformative impact of ChatGPT-o3 on task automation
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ChatGPT-o3 and other models are just insane. People can use them and automate all their tasks.
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Jailbreak detection improving as generic god-mode suffixes near end
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Jailbreak detection is finally getting impressive. Bespoke/novel attacks still have life, but the era of generic god-mode suffixes is over soon IMO “Is this a trick?” is reasoning in the end. LLMs will get better at it like anything else
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GPT-Researcher: Open Source AI Research Tool with Swappable Models
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yeah deep research is great… but have you ever wanted it open source, with swappable models, and able to research over your own data? GPT-Researcher is exactly that – the leading OSS AI Researcher project https://
github.com/assafelovic/gp
t-researcher
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Browsing and code execution matter more than small gains
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That’s true but probably the smallest asterisk on this because other models tested after only show relatively small gains. My guess is browsing and code execution each matter more
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Apollo Wins ProductHunt Top Product With Private Local AI
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Apollo is a Top Product of the Week on ProductHunt. If you haven't tried it: Apollo lets you run AI's like DeepSeek r1's distillations, or Llama privately on your phone, even if you're offline. A lot more to do here. Local models are exciting. Thanks for all the support.
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Meta FAIR Teams: Llama Success and Zetta’s Potential
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you were/are the Chief Scientist of Meta, and a FAIR Lead — where both Zetta and Llama were located; I think characterizing any team within your direct influence in a bad light in public is not nice.
yea the Llama folks were great. praise them.
What if Zetta was allowed to run -
Shift to Inference: Test-Time Compute Scaling Gains
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If you're not already paying attention to this shift, you should be: the balance of compute is moving from pre-training to inferencing. We're seeing massive gains here from scaling up test-time compute, with no ceiling in sight
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DeepSeek Writing Prompts for Enhanced Content Creation
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Transform your writing with my 10 DeepSeek Prompts For Writing Elevate your stories and content effortlessly. • Spark creative ideas • Enhance clarity • Speed up writing Click below to read more: https://
buff.ly/4gmzkDL -
All LLMs Should Have 32M Context Length Like ChatGPT
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Context length should be 32M for all LLMs – Same as ChatGPT