Ethics in #AI: Why It Matters
by Lizzie Short @HarvardHBS Learn more: https://
bit.ly/4uHPrTR #AIEthics #ArtificialIntelligence #MachineLearning #ML
AI
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Ethics in AI: Why It Matters by Lizzie Short
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Rebuilding computing from first principles for agent systems
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Many things in the computing world will be re-built from first principles for agents We never thought concurrency, parallelism, or sandboxing would be as important
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AI catches corruption, explaining politicians’ shutdown motives.
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Corruption caught by AI.
— Robert Scoble (@Scobleizer) 16 juin 2026
Might explain why politicians want to shut AI down. https://t.co/42cSHaNgVJCorruption caught by AI. Might explain why politicians want to shut AI down.
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Open platform vs lock-in with company-controlled prompts
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depends if you care about an open platform and model choice or being locked in to one company that decides which prompts are okay and which will be blocked or routed to weaker models.
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Small specialized models will beat frontier intelligence
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Frontier intelligence will be beaten by small and specialized models
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Accelerating RL Training via MTP and Rejection Sampling
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Breaking entropy bounds: Accelerating RL training via MTP with rejection sampling. Given that RL training is limited by rollouts, and MTP is used to accelerate them, its acceptance rate would still collapse as the entropy of the
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Host Your Own Local LLM on Abacus AI SuperComputer
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🚨 Host Your Own Local LLM On The Abacus AI SuperComputer
— Abacus.AI (@abacusai) 16 juin 2026
Stop being sad about Fable and control your destiny by hosting your own LLM
– host open source LLMs like Qwen and Gemma
– create chat bots or always on APIs
– message it via an always on agents
Use SOTA models like GPT… pic.twitter.com/Etj52juJ4vHost Your Own Local LLM On The Abacus AI SuperComputer Stop being sad about Fable and control your destiny by hosting your own LLM – host open source LLMs like Qwen and Gemma
– create chat bots or always on APIs
– message it via an always on agents Use SOTA models like GPT -
AI redefines ‘skills’ as teachable playbook for personalization
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The world of AI has secretly stolen a word from your CV – 'skills.' Only now it means something you can actually teach your AI.
The AI that knows your playbook is worth ten that don't. But it doesn't learn on its own. You have to show it how you think, how you write, how you -
Diversify models to avoid single dependency
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That a model collapses due to a government order in 72 hours is not the problem. The problem is relying on a single model. → 200+ models, one endpoint → failover if one goes down → you control the graph, no black box. Diversifying is
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The jailbreak looked like ‘fix this code’
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Yeah, it really seems like the jailbreak was 'fix this code'.