The RSI era should not be ungated self-modification. It should be proof-carrying evolution: Every agent action emits proof.
Every proof enters a Selection Gate.
Only what passes eval, risk, scope, canary, monitoring, and rollback earns propagation. Private intelligence stays
SOFTWARE
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Proof-Carrying Evolution: Secure AI Propagation via Strict Selection Gates
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CEO Billionaire Proposes Proof-Gated Evolution Constitution for AI: GoalOS
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RSI was missing a constitution. Not “AI improves itself.” Proof-gated evolution: Aim → Act → Prove → Evolve. No proof, no evolution.
No eval, no propagation.
No rollback, no release. AEP-001: GoalOS https://
github.com/MontrealAI/pro
of-gradient/blob/main/docs/standards/AEP-001/GoalOS_Proof-of-Evolution-Constitution_AEP001_v12.1_Institutional_Final.pdf
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AI Perception Framework for Articulated Objects: Introducing CAPER++
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Can AI really grasp how articulated objects like robot arms or tools move and change shape? Enter CAPER++: a unified framework for category-level articulated object pose perception. It models objects as root and connected parts linked by joints, uses a clever math trick (SE(3)
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GoalOS: AI Improvement, Governance, and Usability for Institutions via Proof-Gradient
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GoalOS makes AI work improvable, governable, provable, and institutionally usable. https://
github.com/MontrealAI/pro
of-gradient
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AI will augment coders, not replace them
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The more I analyze the relationship between humans and AI in coding and code generation, the more I wonder. You know what I think? I feel that AI is not going to replace coders, it's going to augment them. Bad coders will become better, and the…
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Codex usage explosion causes app scaling issues, patience appreciated
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Ok so this blew up and Codex usage is absolutely through the roof.
— Pietro Schirano (@skirano) 6 juin 2026
We clearly underestimated the amount of traffic this would drive.
Some things in the app may feel a little bumpy right now while we scale things up and get everything back on track.
Appreciate the patience ❤️ https://t.co/pfGGMdT2wkOk so this blew up and Codex usage is absolutely through the roof. We clearly underestimated the amount of traffic this would drive. Some things in the app may feel a little bumpy right now while we scale things up and get everything back on track. Appreciate the patience
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Free 30-minute guide to mastering Claude Code
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A free 30-minute guide to mastering Claude Code: https://t.co/DBAkVyT2K1 pic.twitter.com/X1J8XP3vsT
— MIT CSAIL (@MIT_CSAIL) 6 juin 2026A free 30-minute guide to mastering Claude Code: https://
tinyurl.com/2s3pb6mr -
Irene Perrin recreates her voice with ElevenLabs, now welcomes at Windsor Castle
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At the ElevenLabs Summit in Warsaw, Irene Perrin shared her story recreating her voice with ElevenLabs after losing it to Motor Neuron Disease. Now her voice is back, and welcoming visitors to Windsor Castle. pic.twitter.com/BT9179DH39
— ElevenLabs (@ElevenLabs) 6 juin 2026At the ElevenLabs Summit in Warsaw, Irene Perrin shared her story recreating her voice with ElevenLabs after losing it to Motor Neuron Disease. Now her voice is back, and welcoming visitors to Windsor Castle.
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A geophysicist automates his job search with Claude Code
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UN GEOFÍSICO AUTOMATIZÓ SU BÚSQUEDA DE EMPLEO CON CLAUDE CODE
— Nico (@nicos_ai) 6 juin 2026
Lo publicó gratis y Open source.
Rellenas tu perfil una vez, y ejecuta un pipeline de 5 pasos por cada oferta:
1. Lee la oferta y puntúa qué tan bien encajas
2. Genera un CV en LaTeX con solo la experiencia… https://t.co/ucLjKhDeuP pic.twitter.com/fabwolrjGXA geophysicist automated his job search with Claude Code He published it for free and as open source. Fill in your profile once, and run a 5-step pipeline for each job offer: 1. Reads the offer and evaluates how well you match
2. Generates
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Claude 5 Mythos release contingent on GPT-5.6, next week expected
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Under no circumstances will Claude 5 Mythos be released without GPT-5.6 being released in the same week. I am now firmly convinced that next week will be release week.