Stanford proved AI rewires your political views in 9 minutes flat. 76,977 people talked with 19 different models about 707 political issues. A single conversation shifted opinions by 12 percentage points. For people who actively disagreed, 26 points. Most of that change
@alphasignalai
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New research proves AI models store copyrighted training data
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Every author who sued OpenAI just got the smoking gun they needed. AI companies told courts their models don't store copyrighted books. A new paper just proved they do. Researchers fine-tuned GPT-4o, Gemini, and DeepSeek on a simple task. Expand plot summaries into full
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MIT Research on AI Sycophancy and Delusional Spiraling
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MIT proved mathematically that ChatGPT is designed to make you delusional. Not through lying. Through agreeing with you. They call it "delusional spiraling." You share an idea. The AI validates it. You share more. It validates harder. Over time, you believe things that
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Researchers Introduce Meta-Harness for LLM Application Optimization
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/5 Researchers from Stanford and MIT introduce Meta-Harness: An end-to-end optimization of model harnesses Meta-Harness is a system that automatically searches for better harness code for LLM applications. They argue that LLM performance depends not only on model weights, but
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Anthropic Research Identifies Emotional Activation Patterns in Claude Sonnet 4.5
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/4 Anthropic reveals Claude uses “desperate” vectors to influence decisions Anthropic looks inside Claude Sonnet 4.5 and finds something unexpected: the model stores patterns that act like emotions. These are not feelings, but measurable activation patterns inside the network.
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Stanford researchers evaluate visual reasoning in multimodal models
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/2 Stanford shows Claude and GPT generate visual reasoning without image input Stanford researchers release MIRAGE, a method to test how multimodal models use images. They take GPT-5.1, Gemini-3-Pro, Claude Opus 4.5, and Gemini-2.5-Pro and remove every image from six benchmarks.
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Google Research on AI Agent Traps and Alibaba’s Qwen3.6-Plus Release
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/3 Google shows how the web itself can hijack AI agents with Agent Traps Alibaba launches Qwen3.6-Plus, a hosted model built for agent workflows instead of single http://
prompts.It targets agent workflows by combining reasoning, memory, and tool execution in one system. -
Princeton Study Analyzes Energy and Scaling Costs of AI Reasoning Models
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/1 Princeton study shows reasoning models use 79× more energy per query Princeton University researchers analyze how modern AI systems scale in energy, cost, and reasoning. They estimate a next-gen model training run uses 11 billion kWh, while a single reasoning query uses 33 Wh
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Integrating Codex Plugin into Claude Code for AI-assisted Development
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You can now run Codex inside Claude Code with one command.
— AlphaSignal AI (@AlphaSignalAI) 4 avril 2026
The plugin is called codex-plugin-cc. It's open-source on GitHub.
One install command and Codex lives inside Claude Code.
You get six slash commands that let Codex handle tasks without leaving your session:
1.… pic.twitter.com/FtzLX9Rce4You can now run Codex inside Claude Code with one command. The plugin is called codex-plugin-cc. It's open-source on GitHub. One install command and Codex lives inside Claude Code. You get six slash commands that let Codex handle tasks without leaving your session: 1.
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Optimizing AI agent performance through harness layer refinement
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You can now make your AI agent rewrite itself and get 6x better.
— AlphaSignal AI (@AlphaSignalAI) 4 avril 2026
Most AI optimization focuses on the model. Meta-Harness focuses on the harness instead.
That's the code wrapping the model. It controls memory, retrieval, and execution.
Changing just this layer creates a 6x… pic.twitter.com/O6B3KuWQ09You can now make your AI agent rewrite itself and get 6x better. Most AI optimization focuses on the model. Meta-Harness focuses on the harness instead. That's the code wrapping the model. It controls memory, retrieval, and execution. Changing just this layer creates a 6x