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Author: OfficeChai Team

Dotting the i's, crossing the t's.
inference share ai compute

While Share Of Inference Has Held Steady Over The Last 2 Years, Pre-training Compute Has Moved To Post-Training: Semi Analysis

October 18, 2026October 18, 2026 OfficeChai Team

For two years, the story of frontier AI compute was simple: most of it went into pre-training, a smaller slice went into inference,…

Stuart Hameroff Says That ORCH-OR Is Possibly The Only Consciousness Theory Consistent With New “Flickering” Consciousness Paper

October 18, 2026October 18, 2026 OfficeChai Team

A new neuroscience paper on how the brain represents conscious and unconscious content is making the rounds, and it’s drawn a notable reaction…

buddhist and hindu debates on consciousness flicker

A New Study That Hints That Consciousness ‘Flickers’ Has Shed New Light On Something Buddhist And Hindu Philosophers Have Been Arguing About For Millennia

October 18, 2026October 18, 2026 OfficeChai Team

A study out of UC Berkeley and Caltech, led by neuroscientists Janis Hesse and Doris Tsao, recently reported something genuinely strange: when monkeys…

Consciousness Isn’t A Place In The Brain, It’s A 15-Times-A-Second Flicker, Finds New Study

October 18, 2026October 18, 2026 OfficeChai Team

A new study out of UC Berkeley and Caltech has produced one of the most striking neuroscience findings in years: the brain doesn’t…

OpenCode Discloses Security Breach, Says Attackers May Have Accessed Users’ OpenAI, Anthropic And Google API Keys

October 18, 2026October 18, 2026 OfficeChai Team

OpenCode, the open-source AI coding agent that lets developers plug their own API keys from OpenAI, Anthropic, Google and dozens of other providers…

beam reflection ai

Reflection AI Releases Beam, Becomes Second-Best US Open Model On Artificial Analysis Intelligence Index

October 17, 2026October 17, 2026 OfficeChai Team

The US appears to be making some inroads into the open model space, which was thus far largely dominated by China. Reflection AI,…

DeepSeek V4.1-Flash-1017 benchmarks

DeepSeek Launches V4.1-Flash-1017, Beats Claude Opus 5 On Some Benchmarks

October 17, 2026October 17, 2026 OfficeChai Team

Chinese labs now seem further from the frontier than they were three months ago, but they’re coming up with impressive releases all the…

How Claude’s NIST Curve Discovery Connects To Bitcoin’s secp256k1 Vs Apple’s P-256

Claude’s NIST Cryptography Discovery Could Explain Why Bitcoin Uses A Different Curve Than Your iPhone

October 17, 2026October 17, 2026 OfficeChai Team

Anthropic’s latest explanation of where the NIST curve seeds came from reads, on the surface, like a tidy piece of cryptographic archaeology. But…

anthropic Complex Structure on S⁶ hopf problem

Claude Solves 25-Year-Old NIST Cryptography Mystery, Finds Origin Of ECDSA Curve Seeds

October 17, 2026October 17, 2026 OfficeChai Team

For a quarter of a century, cryptographers have quietly wondered whether the US government buried a backdoor inside some of the most widely…

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