The Codex app, with all its new features! GPT-5.5, image gen 2, computer use… there's everything you need for some serious testing!
LLMS
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Open-source K2.6 matches Claude benchmarks at 7x lower cost
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> you route every single task to Claude or GPTs
— Charly Wargnier (@DataChaz) 29 avril 2026
> overpaying for 85% of your daily work
> didn't realize open-source K2.6 matches Claude's benchmarks
> but costs 7x less for daily coding@eng_khairallah1 shows how the best devs run a multi-agent stack 🔥↓ https://t.co/x6eeAZPrHa pic.twitter.com/iHSsqzNL4Y> you route every single task to Claude or GPTs
> overpaying for 85% of your daily work
> didn't realize open-source K2.6 matches Claude's benchmarks
> but costs 7x less for daily coding @eng_khairallah1 shows how the best devs run a multi-agent stack ↓ -
Tokenizer: The Real Business Model Behind AI Models
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The model might be the product, but the tokenizer is the business plan
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1M Tokens Consumed Rapidly Processing Large Codebases
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1M tokens sounds enormous until you paste your codebase and watch it disappear.
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GPT 5.5 Launches Fast Mode in Codex for 1.5x Speed
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PSA: GPT 5.5 ships with /fast mode in Codex Same model. 1.5x FASTER
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Kwai Summary Attention: Learnable Tokens for Long Context
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"Kwai Summary Attention Technical Report" This paper uses learnable summary tokens for long-context attention. It splits text into chunks, compresses each chunk into a summary token, keeps recent text dense within a sliding local window, and reads distant context through
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GPT-5.5 Spud shipped, monthly LLM cadence prediction confirmed
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Already happened. Spud shipped as GPT-5.5 six days ago, one week after Opus 4.7. The monthly cadence prediction was right, the timeline was just tighter than expected.
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Codex Sets New Coding AI Benchmark Standard
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Codex setting the coding benchmark that everything else gets measured against is a real shift from six months ago when that comparison would have gone differently.
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GPT-XL: Scaling 48 Stack Language Model for Zero Shot
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GPT – XL: Scaling 48 Stack Language Model for Zero Shot Learning! #BigData #Analytics #DataScience #AI #MachineLearning #NLProc #LLM #IoT #IIoT #PyTorch #Python #RStats #TensorFlow #Java #JavaScript #ReactJS #GoLang #CloudComputing #Serverless #DataScientist #Linux #Programming
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50 ML Projects to Understand LLM Transformer Mechanisms
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50 ML projects to understand LLMs — Investigate transformer mechanisms through data analysis, visualization, and experimentation: https://
amzn.to/4aPfP7q
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#AI #GenAI #MachineLearning #DataScientist #DataScience