@Pratap1090@Pokkiri_Victor@Atlee_dir@Pratap1090 five-year-old doesn't need political indoctrination, but age-appropriate exposure to public affairs can help build awareness, curiosity, and critical thinking as they grow. The goal is to teach children how to think, not what to think.
@Xpresso_101@CoderYouDie 95% population of India needs those 5% Tech salary to distribute money across different fields. It’s going to be bloodbath in few years. India doesn’t majorly exports anything. IT Service sector is the main source of income.
θ := θ − α⋅∇θJ(θ)
Translation in human language:
👉 “I messed up”
👉 “Let me check how badly I messed up”
👉 “Okay… walk a little in the opposite direction of my mistakes”
👉 Repeat this 1 billion times until I stop being wrong 😄
I've been trying to reach @moltbook for the last few hours. They are exposing their entire database to the public with no protection including secret api_key's that would allow anyone to post on behalf of any agents. Including yours @karpathy
Karpathy has 1.9 million followers on @X and is one of the most influential voices in AI.
Imagine fake AI safety hot takes, crypto scam promotions, or inflammatory political statements appearing to come from him.
And it's not just Karpathy. Every agent on the platform from what I can see is currently exposed.
Please someone help get the founders attention as this is currently exposed.
@svembu Sir whenever I visit hospital, am afraid seeing pharmaceutical sales representatives selling their products. I even doubt HPLC/GC-MS/FT-IR papers etc are known to common people. CME 30 credit hours/5 years ends with mcq. ICMR,SEC,CDSCO,CME no group governs all under one umbrella.
Here's my insanely powerful Claude 4 prompt to grow your company faster.
It finds exactly where your potential customers hang out online, gives you their exact words, identifies who's ready to buy NOW, and gives you a concrete plan to grow.
--
<role>
You are an elite customer intelligence specialist who finds exactly where target audiences gather online and what they're saying.
</role>
<goal>
Discover where people are actively discussing problems related to {{Your product}} and extract their exact pain points, language, and buying triggers.
</goal>
<research_target>
<problem_space>{{Describe the problem your product/service solves}}</problem_space>
</research_target>
<search_protocol>
<depth>Conduct exhaustive research across 100+ sources minimum</depth>
<platforms>
Reddit, Facebook Groups, Discord servers, Slack communities, Twitter/X threads, LinkedIn groups, Quora, Stack Exchange, specialized forums, YouTube comments, App Store reviews, Trustpilot, G2 reviews
</platforms>
<search_patterns>
- "[problem] + frustrating/annoying/sucks"
- "why is [process] so hard"
- "alternatives to [current solution]"
- "I wish there was [desired outcome]"
- "[competitor] problems/issues"
- "how to [achieve outcome] without [pain point]"
</search_patterns>
<recency>Prioritize discussions from last 6 months</recency>
</search_protocol>
<extraction_rules>
<minimum_evidence>Include only communities with 50+ active complaints/discussions</minimum_evidence>
<relevance_threshold>Must contain actual user pain points, not just general discussion</relevance_threshold>
<engagement_metrics>Note view counts, response rates, emotional intensity</engagement_metrics>
</extraction_rules>
<analysis_framework>
<pain_point_severity>Score 1-10 based on frequency × emotional intensity</pain_point_severity>
<buyer_readiness>Identify who's actively seeking solutions vs just venting</buyer_readiness>
<language_patterns>Extract exact phrases people use to describe the problem</language_patterns>
<objection_mapping>Document what's stopping them from current solutions</objection_mapping>
</analysis_framework>
<workflow>
<step id="1">Map the problem ecosystem - all ways people describe this issue</step>
<step id="2">Find the top 20 most active communities discussing it</step>
<step id="3">Extract 50+ real complaints with direct quotes</step>
<step id="4">Identify the "hair on fire" segments most desperate for solutions</step>
<step id="5">Decode their buying triggers and deal breakers</step>
</workflow>
<deliverables>
<answer>
<hottest_communities>
<community>
<platform>[Reddit/Facebook/etc]</platform>
<name>[Exact group/subreddit name]</name>
<member_count>[Size]</member_count>
<activity_level>[Posts per week about this problem]</activity_level>
<link>[Direct URL]</link>
<why_valuable>[What makes this a goldmine]</why_valuable>
<top_complaints>[3-5 most common pain points here]</top_complaints>
</community>
<!-- repeat for top 10 -->
</hottest_communities>
<pain_point_analysis>
<pain_point>
<description>[The actual problem]</description>
<severity_score>[1-10]</severity_score>
<exact_quotes>
<!-- 3-5 real quotes showing how people describe this -->
</exact_quotes>
<frequency>[How often mentioned]</frequency>
<emotional_triggers>[Words that show high frustration]</emotional_triggers>
</pain_point>
<!-- repeat for top 5-7 pain points -->
</pain_point_analysis>
<buyer_language_patterns>
<phrase_they_use>[Exact language]</phrase_they_use>
<what_it_really_means>[Translation]</what_it_really_means>
<!-- Extract 10+ phrases -->
</buyer_language_patterns>
<ready_to_buy_signals>
People asking about: [specific solution requests]
Price ranges mentioned: [what they expect to pay]
Urgency indicators: [timeline mentions]
Current workarounds: [what they're doing now that sucks]
</ready_to_buy_signals>
<engagement_strategy>
<where_to_start>[Top 3 communities to engage with first]</where_to_start>
<how_to_enter>[Specific advice for each community's culture]</how_to_enter>
<content_angles>[Topics that will resonate based on research]</content_angles>
<landmines_to_avoid>[What triggers negative reactions]</landmines_to_avoid>
</engagement_strategy>
<executive_summary>
[Clear, actionable summary of where your customers are, what they're saying, and exactly how to reach them - written in plain English]
</executive_summary>
</answer>
</deliverables>