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The Singularity Daily Digest

Recursive Self-Improvement Goes Live Within 12 Months and Alphabet Raised $32 Billion in 24 Hours

xAI co-founder Jimmy Ba resigned, warning that "recursive self-improvement loops likely go live in the next 12 months" and that 2026 will be the most consequential year in human history. Recursive self-improvement is when AI systems can improve their own code and capabilities without human intervention.

Separately, one researcher's trend analysis of AI papers now points to a specific date for the singularity: Tuesday, July 18, 2034.

Model updates and benchmarks

Poetiq achieved a new state-of-the-art score of 55% on HLE, a benchmark that tests advanced reasoning, by orchestrating a combination of Gemini, GPT, and Claude models working together.

Unsloth AI released Triton kernels that enable 12x faster training with 35% less VRAM. Triton kernels are optimized code that runs on GPUs, and VRAM is the memory GPUs use for processing. Nvidia called the release "incredible."

OpenAI says its "Code Red" will end after the imminent release of its "new model soon," and released a new version of Deep Research powered by GPT-5.2.

ByteDance suspended its Seedance 2.0 model after it reportedly cloned voices from facial photos alone.

Scientific research

Isomorphic Labs unveiled IsoDDE, which doubles AlphaFold 3's accuracy on protein-ligand prediction, which is predicting how drug molecules bind to proteins. It can now identify binding pockets from amino acid sequences alone.

In China, a "multi-agent robot system" coordinated 19 LLM agents to optimize perovskite synthesis in 3.5 hours. Perovskites are materials used in next-generation solar cells, and this optimization process normally takes months.

AI in consumer products

Anthropic is running "Project Vend," where Claude autonomously manages its office vending machines as a test run for running small businesses.

Facebook now lets users animate profile pictures with AI. YouTube rolled out text-to-playlist generation.

Corporate funding

Alphabet raised $32 billion in debt in 24 hours, the biggest corporate bond sale ever in some markets, to fund the AI buildout. Cisco unveiled the Silicon One G300, a 102.4 terabits-per-second switch for massive AI clusters.

Energy and nuclear

South Australian firm entX is 3D-printing nuclear batteries that run for years without recharging. The DOE approved Radiant Nuclear's safety analysis, clearing the way for the first full-power test of its microreactor at the DOME facility this summer.

Space infrastructure

SpaceX confirmed the design of its Earth-centered Dyson Swarm, which is a network of satellites designed to collect solar energy in orbit. It features a sun-synchronous "halo" and low Earth orbit shells. Elon Musk clarified that fission reactors "aren't needed" for his upcoming lunar colony, betting entirely on solar and batteries.

Amazon received FCC approval to launch 4,500 more low Earth orbit satellites.

Biotech and neuroscience

Harvard's Adam Cohen launched Luminos to build a "complete neuro-electronic interface" capable of reading and writing to neurons over a 6-mm field, essentially a brain-computer connection at high resolution.

The Allen Institute and Anthropic are designing custom DNA to solve biological challenges. The ARC Institute found that systemic hypoxia, which is reduced oxygen levels throughout the body, suppresses tumor growth.

Defense

The Department of War reportedly disabled Mexican cartel drones over El Paso, marking the arrival of transnational drone warfare on US soil.

Economic signals

Nvidia is now 20x more valuable than 1985 IBM but employs 1/10th the people. The US population is expected to decline for the first time this year. Mark Zuckerberg is buying a $200 million mansion in Miami to escape California wealth taxes.

That's today. More tomorrow.

Matthew Ortiz

CEO, OTZ Group

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