Open weight models have lagged the state of the art closed models by four months The lag is shrinking not expanding unlike what paid influencers would like you to believe
LLMS
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Only unreleased model on LM Arena Preview follows minimalistic instruction
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Technically, "unreleased" model is already available on LM Arena in Preview. And it was the only one that followed "minimalistic" instruction properly. – Image 1 – MAI Image 2.5 – Image 2 – GPT Image 2
– Image 3 – Nano Banana 2
– Image 4 – MAI Image 2 -
Reviewing Codex output after 16 hours straight work
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me reviewing codex’s output after it worked for 16 hours straight
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Token maxing leaderboards are a stupid idea for enterprise plans
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… and those "token maxing" leaderboards, which were clearly a stupid idea to begin with, are even more of a stupid idea if you're on an "enterprise" Anthropic/OpenAI plan where you get billed at full API token price, not consumer-subscriber discounts
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2025 AI budgets shocked by 2026 agent token surge
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I think the real story here is that anyone who set their AI budget in 2025 is going to get a shock in 2026 because agent tools that didn't work in 2025 are good enough in 2026 that their teams will be burning way more tokens than anticipated
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Abacus AI: Build Complex SaaS Apps & Automations with Agent Swarms & Top Models
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🚨 Agent Swarm – Build Complex SaaS Apps And Automations On The Abacus AI Super Computer!
— Abacus.AI (@abacusai) 30 mai 2026
Create multi-agent swarms using top models including Opus 4.8, Gemini 3.5 and GPT 5.5
Each agent excels at different tasks – coding, testing, mobile app, research and monitoring
Master… pic.twitter.com/wwLxfA3kVVAgent Swarm – Build Complex SaaS Apps And Automations On The Abacus AI Super Computer! Create multi-agent swarms using top models including Opus 4.8, Gemini 3.5 and GPT 5.5 Each agent excels at different tasks – coding, testing, mobile app, research and monitoring Master
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Godofprompt gets OpenAI X analytics with one prompt, no code, using ego lite browser
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I pulled a full week of @OpenAI
's X analytics without an API key, a scraper, or a single line of code One prompt. 30 seconds. The tool that made this possible isn't Claude, Cursor, or ChatGPT. It's a browser called ego lite: -
Ego Lite: Solving Browser Automation & AI Browser Challenges
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Two categories of tools tried to solve this problem before ego lite. Browser automation frameworks (browser-use, Agent Browser) don't ship a browser. They hijack yours. Logins break. Your tabs fight the agent for the same window. AI browsers (ChatGPT Atlas, Perplexity Comet)
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Top 3 upcoming NotebookLM features: Canvas, Preferences, and more
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ICYMI : Top 3 things to expect from NotebookLM soon. 1. A new Canvas artifact, allowing users to visualize information from their sources as a web artifact. 2. Personal Preferences, grounding across past conversations, artifacts, and customization instructions 3.