OpenAI GPT–6 Astra breaks Enigma message that has resisted solution since 2005
OpenAI's GPT-6 Astra has successfully cracked the MVUEH Enigma message, a cipher from July 1941 that had baffled cryptanalysts since 2005. This feat showcases AI's burgeoning capabilities in autonomous problem-solving and historical research, prompting widespread Hacker News discussion on the nature of AI intelligence and its collaborative future with humans. The debate centers on whether this marks a new era of AI autonomy or merely sophisticated assistance.
The Lowdown
In a remarkable display of artificial intelligence prowess, OpenAI's GPT-6 Astra has managed to decipher the MVUEH Enigma message, which dates back to July 10, 1941, and had resisted solution for over two decades since 2005.
- The MVUEH message was particularly challenging due to its unique Enigma key, differing from other messages of the same day, along with transcription errors in the original ciphertext and a rare left-hand wheel turnover in the Enigma machine.
- Carter Leffer tasked GPT-6 Astra with the general goal of breaking any of the unbroken Enigma messages from the Crypto Cellar Research website.
- Astra independently identified MVUEH as a prime target and inferred a relationship between its plaintext and that of another message (SIPVX) sent around the same time.
- The AI then autonomously developed an Enigma simulator and a Bombe using Python and C++ before successfully applying the repeated place name 'ROSENOW ROSENOW' as a crib to break the code.
- Astonishingly, Astra's internal logs suggest it also independently discovered and referenced specific German Bundesarchiv files (RS 3–3/20a and RS 3–3/63b) not provided to it, behaving like a seasoned cryptanalyst and archive researcher.
The human researcher, Frode Weierud, expressed profound awe at GPT-6 Astra's achievement, noting that the AI accomplished in two days what would take a human expert weeks or months, signaling a monumental leap in AI's capacity for complex, independent problem-solving.
The Gossip
Autonomy vs. Collaboration: Where's the 'A' in AI?
The community fiercely debated the extent of AI's autonomy in this breakthrough. While the article states GPT-6 Astra acted 'entirely on its own' after an initial prompt, some argued that human direction, even a simple goal, still constitutes significant collaboration, akin to a human using a tool. Others countered that Astra's independent steps, like discovering archive references and writing its own software, demonstrate a level of self-direction beyond mere tool-use, shifting the definition of 'collaboration.'
The Creativity Conundrum: Imagination vs. Pattern Matching
A recurring theme was whether AI exhibits true creativity and original thinking or merely advanced pattern matching based on its training data. Commenters questioned if current LLM architectures could solve truly 'novel' problems without existing precedents, contrasting human imagination (as Einstein described it) with AI's data-driven capabilities. This led to philosophical discussions about the definition of intelligence, creativity, and the 'moving goalposts' of what constitutes an impressive AI feat.
AI's Impact: From Zodiac to Job Displacement
The discussion expanded to the broader implications of AI's problem-solving prowess. Many speculated on future applications, such as using AI to decipher other unsolved codes like the Zodiac Killer's ciphers. However, this optimism was tempered by concerns about human relevance and job displacement, with some feeling 'awful' about intelligence becoming a 'product you can quantify and buy with electricity.' The 'John Henry' analogy was invoked, questioning how humans will adapt as machines take over mental labor.
Skepticism and the AI Hype Cycle
A segment of the community expressed skepticism, suggesting the story might be a PR stunt by OpenAI or similar companies aiming to generate hype before potential IPOs. Critics questioned the true novelty of the achievement, implying the solution might have been implicitly present in Astra's vast training data or that the Enigma message was 'unsolved' simply because no human had dedicated sufficient effort to it recently. Demands for more transparency, such as detailed logs of Astra's process, were also voiced.