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The Singularity Daily Digest

Anthropic Alleges Chinese AI Firms Copied 16 Million Claude Outputs and UAP Files Near Declassification

New research on how LLMs work

Anthropic now believes LLMs simulate diverse characters during pre-training, with post-training selecting a specific "Assistant" persona via what it calls the Persona Selection Model. In simpler terms, the AI learns to play many different characters during training, then learns to consistently play one specific helpful assistant character.

Opus 4.6 has passed the "car wash test," correctly reasoning you should drive, not walk, your car to a car wash 50 meters away. This deceptively simple question tripped up every prior Anthropic model.

Standard Intelligence achieved a breakthrough video encoder fitting nearly two hours of 30-FPS video into a 1M-token context window, roughly 50x more efficient than existing methods. A context window is how much information an AI can process at once.

Confluence Labs scored 97.92% on ARC-AGI-2 using LLM-driven program synthesis at just $11.77 per task. Program synthesis means the AI writes code to solve problems rather than answering directly.

Developer trends and AI adoption

GitHub reports TypeScript has surpassed both Python and JavaScript as its most-used language for the first time, as AI code generation shifts developer preferences.

A developer wanting FreeBSD WiFi on his old MacBook Pro asked Claude Code and Pi to write the driver.

Anthropic alleges three Chinese AI companies, DeepSeek, Moonshot AI, and MiniMax, created over 24,000 fraudulent accounts, prompting Claude more than 16 million times to copy its outputs into their own products.

OpenAI announced "Frontier Alliances" with BCG, McKinsey, Accenture, and Capgemini to deploy AI coworkers at scale.

Anthropic showed Claude Code radically streamlining COBOL modernization. COBOL is a programming language from the 1950s that still runs much of the world's banking and government systems. IBM shares fell 13.2%.

xAI signed a deal to let the military use Grok in battlefield systems where Claude was previously the only option.

Hardware and manufacturing

Meta and AMD announced a long-term pact to power Meta's AI with up to 6 GW of AMD Instinct GPUs.

Apple committed to buying 100M+ chips from TSMC Arizona and is moving Mac Mini production to Houston.

ASML boosted EUV light source power to 1,000 watts from 600, enabling up to 50% more chip output by 2030. EUV, or extreme ultraviolet lithography, is the technology used to make the most advanced chips.

Quantinuum and QuSoft developed a quantum algorithm solving complement sampling dramatically faster than any classical approach. Complement sampling is a mathematical problem relevant to optimization and machine learning.

Healthcare

Japan approved first-of-their-kind regenerative stem cell therapies for Parkinson's disease and severe heart failure.

Spanish researchers found p-tau217 blood tests boost Alzheimer's diagnostic accuracy from 75.5% to 94.5%. This is a simple blood test that could replace expensive brain scans.

Epigenetic clock research shows each additional "hassler" in your life adds roughly 9 months of biological age and 1.5% faster aging. Epigenetic clocks measure biological age by looking at chemical changes to DNA.

Energy and robotics

US battery storage hit a record 57.6 GWh in 2025, up 4x in three years, with Texas about to overtake California.

Lasers keep getting 2x cheaper every 4 years and 2x more powerful every 5.

In New York, Reflex Robotics humanoids are shoveling snow after Winter Storm Hernando.

UAP disclosure

The ODNI says UAP and extraterrestrial files will "soon" be declassified.

The Secretary of War confirmed he is preparing to comply with the White House's declassification executive order, admitting he "did not have that on my bingo card at all," but says his Department "have got our people working on it" and "will be in full compliance."

Rep. Luna says all UAP files will be housed on the National Archives website.

Other news

Employers report AI-assisted job applications all sound the same now, deprioritizing the very candidates who optimized hardest.

White House officials are exploring a stablecoin for Gaza, programming monetary policy for a war zone.

People are competing to infringe as many movie studio properties as possible in a single Seedance 2 crossover video.

That's today. More tomorrow.

Matthew Ortiz

CEO, OTZ Group

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