---
schema_version: "newruntime-agent-readable-v0.2"
type: "raw_signal"
stable_id: "signal:anthropic-full-technical-details-of-both-attacks-are-provided-in-our-new-papers"
id: "x-2082153309553463600"
slug: "anthropic-full-technical-details-of-both-attacks-are-provided-in-our-new-papers"
title: "Anthropic: Full technical details of both attacks are provided in our new papers: On HAWK: On AES: And th..."
description: "A public X post from Anthropic with a linked primary source flags Full technical details of both attacks are provided in our new papers: On HAWK: On AES: And the associated model chain-of-thought for AES:"
retrieval_nugget: "A public X post from Anthropic with a linked primary source flags Full technical details of both attacks are provided in our new papers: On HAWK: On AES: And the associated model chain-of-thought for AES: This X-discovered record adds fresh evidence to the model answers become task interfaces, harness architecture outlives model choice lens and lets the site trend graph."
observed_at: "2026-07-28"
record_date: "2026-07-28"
date_kind: "observed_at"
why_it_matters: "This X-discovered record adds fresh evidence to the model answers become task interfaces, harness architecture outlives model choice lens and lets the site trend graph move as public product and research signals arrive."
novelty: "structural"
verification_level: "source-linked"
signal_type: "research"
evidence_kind: "creator-source"
status: "published"
source_platform: "x"
source_record_id: "2082153309553463600"
source_url: "https://x.com/AnthropicAI/status/2082153309553463600"
topics: ["models","interfaces","evals"]
entities: ["Anthropic"]
related_patterns: ["model-answers-become-task-interfaces","harness-architecture-outlives-model-choice","verification-bandwidth-is-the-scarce-resource","skills-become-portable-capability-layer"]
source_urls: ["https://x.com/AnthropicAI/status/2082153309553463600","https://www-cdn.anthropic.com/e8d50c167ad47beeb03d6109a4a484be95cb38ea/hawk_key_recovery.pdf","https://www-cdn.anthropic.com/c88771e1bf5ee8885349eed05e5484c0e5f7e02b/aes_mobius_bridge.pdf","https://www-cdn.anthropic.com/5273e714527440f1c8b7c7bf5756d4ac22ae8995/aes_mobius_bridge_cot.pdf","https://arxiv.org/abs/2607.18538"]
import_batch: "x-analyzer-20260729-084950"
routes: {"html":"https://newruntime.com/signals/anthropic-full-technical-details-of-both-attacks-are-provided-in-our-new-papers/","markdown":"https://newruntime.com/signals/anthropic-full-technical-details-of-both-attacks-are-provided-in-our-new-papers.md","json":"https://newruntime.com/signals/anthropic-full-technical-details-of-both-attacks-are-provided-in-our-new-papers.json"}
source_format: "x-api-normalized-json"
---

# Anthropic: Full technical details of both attacks are provided in our new papers: On HAWK: On AES: And th...

## Retrieval answer

A public X post from Anthropic with a linked primary source flags Full technical details of both attacks are provided in our new papers: On HAWK: On AES: And the associated model chain-of-thought for AES: This X-discovered record adds fresh evidence to the model answers become task interfaces, harness architecture outlives model choice lens and lets the site trend graph.

## Observation

A public X post from Anthropic with a linked primary source flags Full technical details of both attacks are provided in our new papers: On HAWK: On AES: And the associated model chain-of-thought for AES:

## Why it matters

This X-discovered record adds fresh evidence to the model answers become task interfaces, harness architecture outlives model choice lens and lets the site trend graph move as public product and research signals arrive.

## Provenance

This public record is an English normalization of an approved X watchlist post. Linked source_urls carry the publishable evidence boundary.