you can't. legacy makes no sense for coding or agentic work. far too risky re prompt injection too.
AI
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Data Depth Versus Energy Consumption Trade-off in AI
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That data depth vs energy trade-off is real.
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China’s Anti-Distillation Skill Counters AI Employee Replacement
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This is hilarious.
— Andreas Klinger 🦾 (@andreasklinger) 4 avril 2026
In China the "colleague skill" went viral.
It basically learns to distill and emulate an employee so you can fire them.
This is an anti-distillation skill that acts as counter intelligence to make distillation harder. You add it to claude to add noise.
💀💀 https://t.co/BDn9BqYi8NThis is hilarious. In China the "colleague skill" went viral. It basically learns to distill and emulate an employee so you can fire them. This is an anti-distillation skill that acts as counter intelligence to make distillation harder. You add it to claude to add noise. 💀💀 李老师不是你老师 (@whyyoutouzhele) 近日，github上一个名叫“同事.skill”的项目火了。 4月3日，一博主表示，她开发了“反蒸馏skill”的项目。 她表示，大家都是出来做牛马的，没人希望自己被做成skill，然后丢掉工作，所以自己发明了“反蒸馏skill”。希望大家在这个AI浪潮里都能活得久一点吧。 — https://nitter.net/whyyoutouzhele/status/2040195137465462998#m
→ View original post on X — @andreasklinger, 2026-04-04 21:10 UTC
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Anthropic’s Claude Subscription Terms: Confusing and Unclear
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I don't know what the fuss is about. Anthropic's rules on using subscriptions are very simple: Claude Code = OK Claude's online platform = OK Agent SDK running in personal software = OK… ish? Agent SDK running in commercial software = NOT OK Claude Code running in CI = ?? Oh, maybe it's not so simple… Agent SDK running in CI = ?? claude -p running in CI = ?? claude -p running in personal software = OK claude -p running on open source software, but run on my personal computer = ?? claude -p running on distributed sandboxes, kicked off by me = ?? Distributing open source software which relies on claude -p, and documenting how to use your subscription with it = ?? A thousand other edge cases = ?? Let me be clear. I have never before experienced, from any developer tool, such a frustrating lack of clarity over the basic terms of usage. I personally asked, 3 weeks ago, and have received nothing but delays. The recent @bcherny announcement did absolutely nothing to clarify things. I say this as someone who just released a Claude Code course – my incentives all align with supporting Anthropic. Boris Cherny (@bcherny) Yep, working on improving clarity here to make it more explicit — https://nitter.net/bcherny/status/2040207998807908432#m
→ View original post on X — @jeremyphoward, 2026-04-04 21:06 UTC
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Claude vs Codex: Different Strengths for Different Tasks
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I don't see a conflict there. Claude is better for the lolz
codex is the better software engineer For an agent there's many that prefer lolz -
Book on the Rise of Robots and the Threat of Unemployment
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amazon.com/Rise-Robots-Techn… [Translated from EN to English]
→ View original post on X — @mfordfuture, 2026-04-04 21:04 UTC
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New York Times Opinion Article on AI and Unemployment
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nytimes.com/2026/03/06/opinion/ai-labor-unemployment.html?unlocked_article_code=1.YVA.ibWB.GGn5k4gRk7qq&smid=url-share [Translated from EN to English]
→ View original post on X — @mfordfuture, 2026-04-04 21:03 UTC
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VOID: Netflix’s Video Object Deletion with Realistic Physics Simulation
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Shows nicely how video models can be a path to physics-enabled world-models 👀 https://t.co/9aGRllvO1a
— Andreas Klinger 🦾 (@andreasklinger) 4 avril 2026Shows nicely how video models can be a path to physics-enabled world-models 👀 Wildminder (@wildmindai) Netflix dropped some useful stuff. VOID -video object and interaction deletion. – removes objects while realistically simulating physical consequences; – beats Runway/ProPainter; – CogVideoX-5B + SAM 2; looks good, no smudges/artifacts void-model.github.io/ — https://nitter.net/wildmindai/status/2040091539712700542#m
→ View original post on X — @andreasklinger, 2026-04-04 21:02 UTC
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Mass Unemployment Linked to AI: An Imminent Economic Crisis
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NYT: "America Cannot Withstand the Economic Shock That's Coming" by @GovRaimondo "AI-driven mass unemployment is a potential crisis on the horizon."
(link to article in the reply) There's a book about this! New edition publishing on June 2, 2026.
#RiseoftheRobots [Translated from EN to English]→ View original post on X — @mfordfuture, 2026-04-04 21:02 UTC