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Thewatershed (auto-discovered)

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06:22
2026-09-18
thewatershed.markpesce.com
large-language-models

Did the Device Watershed Just Arrive?

PrismML released a ternary-weight version of Qwen3.8-27B under its Bonsai family on Tuesday, cutting the model from more than 50 GB of weights at full precision to just under 6 GB, which lets it run o…

21:45
2026-08-30
thewatershed.markpesce.com
artificial-intelligence

Century

In August, Chinese AI labs released a series of frontier and near-frontier open-weights models, including DeepSeek-v4-Flash-0731, Alibaba's Qwen3.8-27B, Z.ai's GLM 5.3 and GLM 5.3 Flash, and Qwen3.8-F…

22:30
2026-08-26
thewatershed.markpesce.com
ai-infrastructure

Apple's Watershed Moment

Apple Inc. released new Mac mini and Mac Studio models targeting AI inferencing, with the Mac Studio featuring an M5 Ultra chip and 256GB of RAM priced at AUD $17,500, and the Mac mini with an M5 Pro …

22:30
2026-08-25
thewatershed.markpesce.com
artificial-intelligence

The Pit Crew

Mark Pesce, a technology writer, reported that he used AI agents to optimize his local Qwen3.8-27B model, achieving a 20% speed improvement after GPT-5.6 Sol in Codex spent four hours tuning it. He al…

22:50
2026-08-24
thewatershed.markpesce.com
artificial-intelligence

The Emerging Cognition Surplus

A programmer spent about $260 in AI tokens to jailbreak an abandoned Amazon Fire tablet, and AI is being used to repurpose off-patent drugs for new diseases, illustrating a new 'cognition surplus' tha…

22:00
2026-08-20
thewatershed.markpesce.com
artificial-intelligence

Gradually, then Suddenly

Meta unveiled Muse Glimmer, Alibaba released Qwen3.8-27B, and startup Ornith dropped Ornith-1.5-35B, a mixture-of-experts model that runs efficiently on consumer hardware, enabling agents to install a…

22:30
2026-08-19
thewatershed.markpesce.com
artificial-intelligence

A Crowded Frontier

Z.ai will release the weights for GLM 5.3 under an MIT license on August 27, making frontier-level AI models freely available, which could undercut the business models of Anthropic and OpenAI. The art…

21:15
2026-08-18
thewatershed.markpesce.com
artificial-intelligence

52@70=BYOAI

Artificial Analysis rated Alibaba's Qwen3.8-27B model 52 on its Intelligence Index, matching the capability of the best models available in March or April 2026 but now running on a home computer, mark…

23:00
2026-08-16
thewatershed.markpesce.com
artificial-intelligence

AI Comes Home

On August 14, Alibaba's AI arm Qwen released Qwen3.8-27B, a compact model that is byte-for-byte the most powerful ever released and small enough to run on a well-equipped PC or Mac, marking the arriva…

21:58
2026-08-10
thewatershed.markpesce.com
artificial-intelligence

Does the Home Watershed Arrive Tomorrow?

Alibaba's Qwen3.8 Max flagship model launches this week, scoring near the latest Claude Opus and GPT on the Artificial Analysis Intelligence Index, but the more significant release is the smaller Qwen…

22:30
2026-08-09
thewatershed.markpesce.com
artificial-intelligence

And Then There Were Two

Alphabet Inc. announced a complete overhaul of Google DeepMind's leadership on 5 August 2026, with Demis Hassabis stepping down as CEO to become Chair of Google DeepMind and Chief Scientist of Alphabe…

22:00
2026-08-06
thewatershed.markpesce.com
artificial-intelligence

Apple's Difficult Calculus

Apple Inc. could dominate the small and medium enterprise (SME) AI agent market with its Mac Studio hardware, but it is prioritizing iPhone production due to higher profit margins, leaving the gap to …

23:08
2026-08-05
thewatershed.markpesce.com
artificial-intelligence

Four Watersheds

The Watershed moment in AI is not a single event but four distinct watersheds at different scales and price points, according to a new analysis. The first, the Frontier Watershed, occurred in November…

06:37
2026-07-14
thewatershed.markpesce.com
artificial-intelligence

Verification Design

Mark Pesce of the University of Sydney introduces Verification Design, a discipline that applies double-entry bookkeeping principles to AI agents by using formal verification to catch and exclude erro…

06:29
2026-07-14
thewatershed.markpesce.com
artificial-intelligence

The Verification Record

A July 2026 paper series by Mark Pesce of the University of Sydney introduces a verification record for AI-generated academic work, documenting 75 findings from adversarial reviews across four papers.…

23:58
2026-06-29
thewatershed.markpesce.com
artificial-intelligence

Evaluating Intelligence

Professor Roberto Serrano at Brown University found that students scored an average of 96 on a take-home midterm but only 48 on an in-person final, revealing that AI contributed more to the assessment…

05:39
2026-06-21
thewatershed.markpesce.com
artificial-intelligence

Proof of AGI is the impossibility of evals

Mark Pesce of the University of Sydney argues that the growing intractability of AI evaluations is itself proof that artificial general intelligence (AGI) has arrived. He contends that AI evals fail f…

04:24
2026-06-21
thewatershed.markpesce.com
ai-safety

Why Evals are Hard

AI evaluations are failing as models approach general intelligence, with benchmarks saturating through contamination and Goodhart effects while the scope of evaluation expands from minutes to months. …

20:30
2026-06-15
thewatershed.markpesce.com
ai-agents

Emergent Distributed Ralph Loops

Stack Overflow announced an API-first knowledge exchange for agents, enabling them to read and write code to a shared corpus. This creates emergent distributed Ralph loops where agents iteratively imp…