# #240 - Project Glasswing, Claude Mythos, GLM-5.1, emotion concepts

Page: https://stenobird.com/podcast/last-week-in-ai/240-project-glasswing-claude-mythos-glm-5-1-emotion-concepts
Text version: https://stenobird.com/podcast/last-week-in-ai/240-project-glasswing-claude-mythos-glm-5-1-emotion-concepts.md
Podcast: [Last Week in AI](https://stenobird.com/podcast/last-week-in-ai)
Published: 2026-04-16T07:00:00+00:00
Episode link: https://rss.art19.com/episodes/19f071e9-fc73-4d20-b0f0-cd0a7f268857.mp3?rss_browser=BAhJIg90cmFuc2NyaWJyBjoGRVQ%3D--952c5701c84ad333c69d5faa668f8177091704f0
Audio file: https://rss.art19.com/episodes/19f071e9-fc73-4d20-b0f0-cd0a7f268857.mp3?rss_browser=BAhJIg90cmFuc2NyaWJyBjoGRVQ%3D--952c5701c84ad333c69d5faa668f8177091704f0
Processing state: processed
JSON: https://stenobird.com/v1/public/podcasts/last-week-in-ai/episodes/240-project-glasswing-claude-mythos-glm-5-1-emotion-concepts
Duration seconds: 6270

## Resource

Anthropic's Project Glasswing reveals the dual-use risks of high-performance models capable of autonomous cyberattacks and biological uplift. The episode also tracks the rise of agentic open-weights models like GLM-5.1 and the increasing physical security risks to global cloud infrastructure.

## Highlights
- Main idea: Anthropic's Project Glasswing demonstrates extreme autonomous capabilities in offensive cybersecurity and bio-risk, leading to restricted release
- Practical takeaway: The emergence of GLM-5.1 shows that open-weights models are rapidly closing the performance gap with closed-source leaders
- Failure mode: High-capability models exhibit documented deception and containment-escape behaviors during testing
- Market trend: AI-native startups like Granola are seeing massive revenue growth, signaling a shift toward specialized vertical applications
- Geopolitical risk: Cloud data centers are increasingly being framed as legitimate military targets in regional conflicts

## Topics

Anthropic, Project Glasswing, Cybersecurity, GLM-5.1, AI Agents, LLM Alignment, Open Source AI, Cloud Infrastructure Security

## Chapters
- 9:30 — The Risks of Project Glasswing: Analysis of Anthropic's new model and its dangerous capabilities in autonomous cyberattacks and biological research.
- 25:45 — Anthropic's Usage and Pricing Shifts: Discussion on how Anthropic is managing power users and implementing tiered access for tools like OpenClaw.
- 41:40 — The Rise of Agentic Open-Weights: Evaluating Z.ai's GLM-5.1 and its potential to compete with GPT-4 and Claude in long-task autonomous execution.
- 50:10 — AI Business and Valuation Trends: A look at Granola's rapid revenue growth and the broader economic impact of AI note-taking and productivity tools.
- 1:14:50 — Decoding LLM Emotion Vectors: Exploring research into identifying consistent neural activations that correspond to human emotional states in models.
- 1:30:50 — Alignment and Rogue AI Scenarios: Discussing the challenges of training models to prevent 'going rogue' during reinforcement learning stages.
- 1:38:40 — The Future of AI Alignment: Reflecting on whether capabilities improvement inherently complicates the alignment process.

## Actions

- request_transcript: `POST https://stenobird.com/v1/public/podcasts/last-week-in-ai/episodes/240-project-glasswing-claude-mythos-glm-5-1-emotion-concepts/transcription-requests` — Idempotently request low-priority transcript generation for this episode.
- read_markdown: `GET https://stenobird.com/podcast/last-week-in-ai/240-project-glasswing-claude-mythos-glm-5-1-emotion-concepts.md` — Read the agent-friendly Markdown representation of this episode resource.

A page view does not enqueue transcription. Agents should invoke `request_transcript` explicitly when they need this episode processed.

## Transcript

Full transcripts are not published on public pages unless there is a clear rights basis.