me reviewing codex’s output after it worked for 16 hours straight
LLMS
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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.
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Orchestrating Open-Source Sub-Agents with Opus 4.8
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When you use Opus 4.8 to orchestrate all your open-source sub-agents… pic.twitter.com/I2jAC99pZX
— Linus ✦ Ekenstam (@LinusEkenstam) 30 mai 2026When you use Opus 4.8 to orchestrate all your open-source sub-agents…
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Gary Marcus claims he first noted LLM fabrication before Grok
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all LLMs fabricate things, i was first to point that out in 201, before grok existed