Author(s): Shreyash Shukla Originally published on Towards AI. Image Source: Google Gemini “Floating Brain” Problem In our previous articles, we discussed how to give the agent knowledge (graphs), vision (shapes), …
reference
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Last updated on February 21, 2026 by Editorial Team Author(s): Divya Yadav Originally published on Towards AI. Prompt engineering is dead. Reference engineering is how production systems work now. Your …
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Generative AI
Alibaba Qiwen Team Releases Qiwen3.5-397B MOE Model with 17B Active Parameters and 1M Token Reference for AI Agents
Alibaba Cloud has just updated the open-source landscape. Today, the Quen team released QUEEN3.5The latest generation of their Large Language Model (LLM) family. is the most powerful version Qwen3.5-397B-A17B. This …
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Today, we are publishing a New open source sample chatbot It shows how to use feedback from automated reasoning checks to iterate on generated content, ask clarifying questions, and prove …
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Machine Learning
Shipping Actual Sales Forecasting: How Model Reference Protocol Enables AI Agents to Use Your Data in Production
Author(s): Apurva Venkata Originally published on Towards AI. If you’ve worked on sales forecasting as a product manager, data analyst, or data scientist, this situation will sound familiar. Most sales …
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Reference engineering explained in 3 levels of difficulty. Image by author , Introduction Large language model (LLM) applications constantly affect context window boundaries. The model forgets earlier instructions, loses track …
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AI News
InstaDeep Introduces Nucleotide Transformer v3 (NTv3): A New Multi-Species Genomics Foundation Model, Designed for Single-Nucleotide Resolution at 1 Mb Reference Length
Genomic prediction and design now require models that connect local motifs to megabase scale regulatory context and that work across multiple organisms. Nucleotide Transformer v3, or NTv3, is InstaDeep’s new …
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AI Tools
OpenAI introduces GPT 5.2: a long-term reference workhorse for agents, coding, and knowledge work
OpenAI has just started GPT-5.2Its the most advanced Frontier model for professional work and long-term agents, and it is being introduced in ChatGPTT and API. GPT-5.2 is a family of …