Over the year many ambitious projects that hoped to protect our independence and privacy have failed This is our chance to make sure Opensource AI isn't among them
AI
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Thought process degrades at 400k tokens; tool call tax favors 200k limit
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At around 400k, sometimes much before, there's a degradation of the thought process. Costs increase a lot too due to frequency of calls and the 18.5% "tool call tax." Seriously thinking the default 200k limit is a sensible one… Setting it to 1M gives you flexibility only.
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AI levels performance and commoditizes contract labor
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Some interesting findings suggesting that, by leveling performance, AI also commoditizes contract labor. https://t.co/L53CENsj5X
— Ethan Mollick (@emollick) 20 juin 2026Some interesting findings suggesting that, by leveling performance, AI also commoditizes contract labor.
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Top 12 AI Skills to Learn in 2026
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Top 12 #AI Skills to Learn in 2026
by @khushabu_27 #ArtificialIntelligence #MachineLearning #ML -

AI’s niche: metaphor-rich staccato fiction for literary contests
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AI is generally a weak fiction writer except for one particular kind of fiction (metaphor-rich, staccato sentences, short & plot light, etc.) which it writes excellently. This happens to be a style that can sometimes do quite well in modern literary fiction short story contests.
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S-Agent: Spatial Tools Evoke Reasoning for Spatial Intelligence
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S-Agent
— AK (@_akhaliq) 20 juin 2026
Spatial Tool-Use Elicits Reasoning for Spatial Intelligence pic.twitter.com/sbFDXYe1ZXS-Agent The Use of Spatial Tools Evokes Reasoning for Spatial Intelligence
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Visual Plan skill for Claude Code and Codex before coding
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This is AWESOME. Visual Plan skill for Claude Code and Codex before they even write any code. Agent Native plan is the way to go.
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Advice on vibecoding a personal COO agent for calendar and events
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Anyone have advice on how to easily vibecode an agent as my own personal COO to keep track meetings/events on my calendar, invites to track & help me decide between & related docs, links, bookmarks, etc.?
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Databricks CEO announces Genie Ontology automatic context layer
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Databricks co-founder and CEO @alighodsi announces Genie Ontology at #DataAISummit – an automatic context layer.
— Databricks (@databricks) 20 juin 2026
Genie Ontology extracts snippets of knowledge from tables, queries, dashboards, pipelines, and connected apps, and organizes that knowledge into a living graph of… pic.twitter.com/2IwkzQnzGyDatabricks co-founder and CEO @alighodsi announces Genie Ontology at #DataAISummit – an automatic context layer. Genie Ontology extracts snippets of knowledge from tables, queries, dashboards, pipelines, and connected apps, and organizes that knowledge into a living graph of
