Topic
Inference Providers
Meta Muse Wonder ships closed-weight, cost near triple per task
Meta launched Muse Wonder and Muse Wonder Full on Oct 12: frontier-class standing, 1M context, no public weights, and per-task cost triple Muse Spark 1.3.
Sweep Cycle 3: Record Claim Intake, Still Zero Promotions
Sweep cycle 3 (2026-10-05): a record 38 claims surfaced, 15 entries appended to 10 providers — and zero grades promoted for a third straight cycle.
This Week in DeAI: The Open-Weights Supply Wave Gets a Date
Mistral, Reflection, and Aleph Alpha all promised weights this October; Ecosia already switched, and the deprecation wave shows why owning the file matters.
DeAI Daily Brief — 5 Oct 2026
Today in DeAI: a four-cloud model deprecation wave, Axios reports a Reflection AI open-weight model, Anthropic flips to Sonnet 5.5, GLM-5.3 weights land.
Google, OpenAI, Azure, Snowflake retire hosted models in mid-October
Google retires 16 open-model endpoints off Vertex on Oct 21 and OpenAI shuts 12 legacy GPT snapshots Oct 23; Azure and Snowflake cull models the same week.
Second Sweep, First Probes, Still Zero Promotions
Cycle 2 of the provider tracker checked all 17 providers, appended 10 claims, and attempted 10 automated checks — every one resolved to claimed, 0 promoted.
First Sweep, Zero Promotions: the Tracker's First Full Cycle
The harness's first full cycle checked all 17 providers: 12 claims logged, 0 grades promoted. An append-only ledger that holds still is the design working.
Latham & Watkins builds its own AI stack on open-weight Nemotron 3
Latham & Watkins bought Nvidia GPU servers and is fine-tuning open-weight Nemotron 3 on its own legal data. X calls it the enterprise sovereign-AI template.
The DeAI Tracker's Verification Gap, Week of 2026-09-13
No weekly tracker delta: all 17 decentralized-inference providers still sit at 0 verified claims. What 62 claimed, 2 corroborated, 130 unverified mean.
DeepSeek V4.1-Flash: builders argue over the 890-byte KV cache
DeepSeek's MIT-licensed V4.1-Flash drew 1.37M X views in five hours. Verified: 552B MoE weights on Hugging Face, 1M context, $0.003/M cached input.
DeepSeek API: Official vs Third-Party Hosts (2026) — Privacy & Price
DeepSeek's official API stores data under Chinese jurisdiction; third-party hosts run the same open weights elsewhere. Compare 5 routes on privacy and price.
How to Run DeepSeek V4 Pro via API in 2026 — Every Host Compared
Every way to run DeepSeek V4 Pro via API in 2026 — official API, third-party hosts, aggregators, self-hosting — plus its self-reported 80.6% SWE-bench score.
How to Run GLM-5.3 and GLM-5.2 via API in 2026 (Hosts Compared)
GLM-5.3 shipped on 2026-08-14 under the MIT license. Learn how to call GLM-5.3 and GLM-5.2 via Z.ai or third-party hosts with a one-line base-URL swap.
How to Run gpt-oss-120b via API in 2026 (Apache 2.0)
Run OpenAI's gpt-oss-120b through any OpenAI-compatible API or self-host the 120B MoE on one 80 GB GPU — providers, code, and usage-policy notes.
How to Run Kimi K3 via API in 2026 (Price, Context, License Caveats)
Kimi K3 is a ~2.8T-parameter open-weight MoE you can call from any OpenAI-compatible API. Where to run it, what it costs, and the license fine print.
Switching From OpenRouter to a Direct Provider (2026): When and How
When switching from OpenRouter to a direct provider makes sense at scale, how the migration works (often a one-line base-URL change), and when to stay.
