How to write prompts that don’t suck Most people type “help with blog post” and wonder why LLMs gives generic garbage. Here’s the 3-step formula I use to get sharp, useful outputs every time:
GENERATIVE AI
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MIT Research: AI Coding Bottlenecks and Automation Potential
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Can AI actually code for us? MIT research reveals there’s a "long way to go" due to bottlenecks like assessment, codebase scale, & incorrect retrievals. The work reflects a vision to let humans focus on high-level design while routine work is automated:
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Gemini 2.5 Flash-Lite Now Stable and Generally Available
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Gemini 2.5 Flash-Lite is now stable and generally available for developers and enterprise customers! When designing a Gemini model, we think a lot about the tradeoffs between quality, cost, and latency. Previously with 2.0 Flash-Lite we optimized for cost-efficiency over
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Sovereign Alpha: Meta-Agentic AGI Swarms Reshape Global Economics
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🎖️ "α‑AGI Sovereign" 👁️✨
— MONTREAL.AI (@Montreal_AI) 22 juillet 2025
Meta-Agentic mastery at global scale. Autonomous, self-improving agent swarms dynamically rewriting economic structures—ushering in the age of Sovereign Alpha.
GitHub : https://t.co/SE3AEKoId7
[ ✨👑🪐 WE CHOOSE TO ASCEND WITH AGI🪐👑✨ ]#AGIALPHA pic.twitter.com/rCiCoA1Mxe"α‑AGI Sovereign" Meta-Agentic mastery at global scale. Autonomous, self-improving agent swarms dynamically rewriting economic structures—ushering in the age of Sovereign Alpha. GitHub : https://
github.com/MontrealAI/AGI
-Alpha-Agent-v0
… [ WE CHOOSE TO ASCEND WITH AGI ] #AGIALPHA -
India AI Innovation Challenge Shortlists 30 Transformative Solutions
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The India AI Innovation Challenge – Meet the shortlisted solutions!
— IndiaAI (@OfficialINDIAai) 22 juillet 2025
Launched under the India AI Application Development Initiative, the contest has shortlisted 30 transformative AI solutions across key themes:
•Healthcare
•Agriculture
•Climate Change
•Governance
•Assistive… pic.twitter.com/HVGfzNhR8mThe India AI Innovation Challenge – Meet the shortlisted solutions! Launched under the India AI Application Development Initiative, the contest has shortlisted 30 transformative AI solutions across key themes:
•Healthcare
•Agriculture
•Climate Change
•Governance
•Assistive -
ChatGPT UI Design: Missing Timestamps and Temporal AI Limitations
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One of the more interesting UI decisions in ChatGPT is the lack of timestamps. It’s in the JSON, so it’s possible to add. Perhaps because the models fail more on temporal questions (“what did I say two hours ago?”) but the value of timestamps themselves feels big enough now.
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Branded ChatGPT Clone with Custom GPTs and Automations
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– A branded ChatGPT-like clone with custom GPTs and automations for a client that he can share with others without giving them the prompts. ($5k+ initial build)
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Mixture-of-Recursions: Dynamic Recursive Depths for Adaptive Token Computation
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Mixture-of-Recursions: Learning Dynamic Recursive Depths for Adaptive Token-Level Computation Bae et al.: https://
arxiv.org/abs/2507.10524 #ArtificialIntelligence #DeepLearning #MachineLearning -
TokensGen: Condensed Tokens for Extended Video Generation
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TokensGen
— AK (@_akhaliq) 22 juillet 2025
Harnessing Condensed Tokens for Long Video Generation pic.twitter.com/mtFnloBkmATokensGen Harnessing Condensed Tokens for Long Generation
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AI Surpasses Human Analysts in Real-World Professional Tasks
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It’s already beating humans at work. Benchmarks show:
– Better than human analysts in many real-world tasks
– SOTA on web research, spreadsheet editing, and data science
– Can build financial models, marketing slides, and more This isn't just smart — it's capable.