Release-claim watchlist · Method 1.0.0

Announced. But available?

AI Release Tracker follows product release claims in our published news archive. Use it to revisit an announcement, inspect its recorded sources, and decide what needs checking next.

Snapshot assembled . Latest matching article: . This is not a source-access or availability-check timestamp.

Release-claim articles
223
Availability unchecked
223
7-day checks due
210
30-day checks due
84
Availability not independently checked. Every entry is an automatically selected claim, including stories that say “available now.” Unknown availability does not mean unavailable. No access tests or completed follow-ups are recorded here.

Where every claim stands

Follow-up status

Suggested check dates fall 7 and 30 days after each article was published. “Due” means the date has passed; no check has been completed for any claim.

7-day suggested checks

223 claims
  • Due; not completed 210
  • Upcoming; not scheduled 13
  • Date unknown 0

30-day suggested checks

223 claims
  • Due; not completed 84
  • Upcoming; not scheduled 139
  • Date unknown 0

Watchlist mentions

Articles mentioning
  • OpenAI50
  • Google / DeepMind43
  • NVIDIA36
  • Anthropic32
  • Meta27
  • Alibaba / Qwen21
  • Microsoft16
  • DeepSeek13

Mentions, not confirmed ownership: one article can mention several organizations.

The watchlist

Find a release claim

“Major” means names on our explicit watchlist, not a verified importance ranking. Organization matches are mentions, not confirmed product ownership. Dates are UTC.

Reset filters

223 matching articles · page 11 of 12. Export includes every matching record, not just this page.

Article published · Product

Ollama adds Claude Desktop support as a third-party gateway

Availability not independently checked

Ollama says developers can connect Claude Desktop to local Ollama models, Ollama-hosted cloud models, or Anthropic models through a toggle in Ollama.

Above: AI Understanding’s article text, not a quotation from a linked source. Automatic title match: “adds”. Announcement date: unknown. Article updated: .

7-day suggested check
· Due; not completed
30-day suggested check
· Due; not completed
Recorded source links (2)

Source types are unclassified. Links have not been opened by this tracker; source publication and access dates are unknown. A recorded date only indicates when the archive added the link.

  • ollama.comhttps://ollama.com/blog/claude-desktopRecorded: Unknown · Article source field
  • ollama.comhttps://ollama.com/blog/claude-desktopRecorded: · Source history

Article published · Product

Tech Critter: NVIDIA releases DLSS 4.5 Ray Reconstruction with a second-generation transformer model

Availability not independently checked

Tech Critter reports that NVIDIA has released DLSS 4.5 Ray Reconstruction, an AI-based rendering update that replaces traditional denoisers with a second-generation transformer model and is available through NVIDIA App Early Access for supported GeForce RTX games.

Above: AI Understanding’s article text, not a quotation from a linked source. Automatic title match: “releases”. Announcement date: unknown. Article updated: .

7-day suggested check
· Due; not completed
30-day suggested check
· Due; not completed
Recorded source links (2)

Source types are unclassified. Links have not been opened by this tracker; source publication and access dates are unknown. A recorded date only indicates when the archive added the link.

  • tech-critter.comhttps://www.tech-critter.com/nvidia-dlss-4-5-ray-reconstruction-details/Recorded: Unknown · Article source field
  • tech-critter.comhttps://www.tech-critter.com/nvidia-dlss-4-5-ray-reconstruction-details/Recorded: · Source history

Article published · Innovation

36Kr reports DeepSeek launched a developer-preview harness for AI self-improvement research

Availability not independently checked

36Kr reports that DeepSeek released DeepSeek Harness, a developer-preview environment designed to let AI agents modify, evaluate and roll back software components. The report says the system uses a mechanism called Cordis to manage changing plugins and dependencies, but its release status, capabilities and broader…

Above: AI Understanding’s article text, not a quotation from a linked source. Automatic title match: “launched”. Announcement date: unknown. Article updated: .

7-day suggested check
· Due; not completed
30-day suggested check
· Due; not completed
Recorded source links (2)

Source types are unclassified. Links have not been opened by this tracker; source publication and access dates are unknown. A recorded date only indicates when the archive added the link.

  • eu.36kr.comhttps://eu.36kr.com/en/p/3952918063774852Recorded: Unknown · Article source field
  • eu.36kr.comhttps://eu.36kr.com/en/p/3952918063774852Recorded: · Source history

Article published · Product

GitHub makes Copilot app’s Customize tab generally available

Availability not independently checked

GitHub’s Copilot app now offers a generally available Customize tab for discovering MCP servers, plugins, skills, canvases, and featured workflows.

Above: AI Understanding’s article text, not a quotation from a linked source. Automatic title match: “available”. Announcement date: unknown. Article updated: .

7-day suggested check
· Due; not completed
30-day suggested check
· Due; not completed
Recorded source links (2)

Source types are unclassified. Links have not been opened by this tracker; source publication and access dates are unknown. A recorded date only indicates when the archive added the link.

  • github.bloghttps://github.blog/changelog/2026-08-25-github-copilot-app-customize-tab-is-generally-availableRecorded: Unknown · Article source field
  • github.bloghttps://github.blog/changelog/2026-08-25-github-copilot-app-customize-tab-is-generally-availableRecorded: · Source history

Article published · Product

OpenAI launches ChatGPT version for teens with study and safety controls

Availability not independently checked

gHacks reports that OpenAI has launched a ChatGPT experience for users ages 13 to 17, combining study tools, age-based safeguards, and expanded parental controls. The report says rollout details and the accuracy of age estimation remain unclear.

Above: AI Understanding’s article text, not a quotation from a linked source. Automatic title match: “launches”. Announcement date: unknown. Article updated: .

7-day suggested check
· Due; not completed
30-day suggested check
· Due; not completed
Recorded source links (2)

Source types are unclassified. Links have not been opened by this tracker; source publication and access dates are unknown. A recorded date only indicates when the archive added the link.

  • ghacks.nethttps://www.ghacks.net/2026/08/24/openai-launches-chatgpt-for-teens-with-study-focused-features-and-default-safety-protections/Recorded: Unknown · Article source field
  • ghacks.nethttps://www.ghacks.net/2026/08/24/openai-launches-chatgpt-for-teens-with-study-focused-features-and-default-safety-protections/Recorded: · Source history

Article published · Product

DeepSeek’s experimental V4-Flash Vision API adds image input for multimodal agents

Availability not independently checked

KuCoin, republishing GeekPark, reports that DeepSeek opened an experimental vision API on August 21 with image inputs, a reported 384-token image cost and visual-to-code tests. The availability, pricing and performance claims have not been independently confirmed.

Above: AI Understanding’s article text, not a quotation from a linked source. Automatic title match: “adds”. Announcement date: unknown. Article updated: .

7-day suggested check
· Due; not completed
30-day suggested check
· Due; not completed
Recorded source links (3)

Source types are unclassified. Links have not been opened by this tracker; source publication and access dates are unknown. A recorded date only indicates when the archive added the link.

  • kucoin.comhttps://www.kucoin.com/news/flash/deepseek-launches-multimodal-vision-model-v4-flash-vision-expRecorded: Unknown · Article source field
  • tahawultech.comhttps://www.tahawultech.com/home-slide/deepseek-releases-new-multimodal-model/Recorded: · Source history
  • kucoin.comhttps://www.kucoin.com/news/flash/deepseek-launches-multimodal-vision-model-v4-flash-vision-expRecorded: · Source history

Article published · Product

OpenAI introduces an Admin plugin for ChatGPT Work and Codex

Availability not independently checked

OpenAI says its new Admin plugin lets workspace administrators analyze activity, manage access and usage, and complete supported administrative actions through ChatGPT Work and Codex.

Above: AI Understanding’s article text, not a quotation from a linked source. Automatic title match: “introduces”. Announcement date: unknown. Article updated: .

7-day suggested check
· Due; not completed
30-day suggested check
· Due; not completed
Recorded source links (2)

Source types are unclassified. Links have not been opened by this tracker; source publication and access dates are unknown. A recorded date only indicates when the archive added the link.

  • openai.comhttps://openai.com/index/introducing-admin-pluginRecorded: Unknown · Article source field
  • openai.comhttps://openai.com/index/introducing-admin-pluginRecorded: · Source history

Article published · Product

IT Brief Australia reports Olas launched Pearl Connect for Claude coding agents

Availability not independently checked

IT Brief Australia reports that Olas launched a beta service giving Claude Code and Claude Desktop users a self-custodial wallet for user-directed blockchain actions.

Above: AI Understanding’s article text, not a quotation from a linked source. Automatic title match: “launched”. Announcement date: unknown. Article updated: .

7-day suggested check
· Due; not completed
30-day suggested check
· Due; not completed
Recorded source links (4)

Source types are unclassified. Links have not been opened by this tracker; source publication and access dates are unknown. A recorded date only indicates when the archive added the link.

  • itbrief.com.auhttps://itbrief.com.au/story/olas-launches-pearl-connect-for-claude-coding-agentsRecorded: Unknown · Article source field
  • cfotech.asiahttps://cfotech.asia/story/olas-launches-pearl-connect-for-claude-coding-agentsRecorded: · Source history
  • itbrief.co.nzhttps://itbrief.co.nz/story/olas-launches-pearl-connect-for-claude-coding-agentsRecorded: · Source history
  • itbrief.com.auhttps://itbrief.com.au/story/olas-launches-pearl-connect-for-claude-coding-agentsRecorded: · Source history

Article published · Product

NVIDIA announces Jetson Orin Nano 2 for entry-level edge AI

Availability not independently checked

NVIDIA announced Jetson Orin Nano 2, a compact robotics computer it says delivers twice the inference performance of Jetson Orin Nano Super while using 40% less power at the same performance in 15-watt mode. The module and developer kit are expected in the first half of 2027.

Above: AI Understanding’s article text, not a quotation from a linked source. Automatic title match: “announces”. Announcement date: unknown. Article updated: .

7-day suggested check
· Due; not completed
30-day suggested check
· Due; not completed
Recorded source links (2)

Source types are unclassified. Links have not been opened by this tracker; source publication and access dates are unknown. A recorded date only indicates when the archive added the link.

  • nvidianews.nvidia.comhttps://nvidianews.nvidia.com/news/nvidia-announces-jetson-orin-nano-2-robotics-computer-to-redefine-entry-level-edge-aiRecorded: Unknown · Article source field
  • nvidianews.nvidia.comhttps://nvidianews.nvidia.com/news/nvidia-announces-jetson-orin-nano-2-robotics-computer-to-redefine-entry-level-edge-aiRecorded: · Source history

Article published · Product

SiliconANGLE reports Perplexity launches Portable Computer for on-device AI agent tasks

Availability not independently checked

SiliconANGLE reports that Perplexity has launched Portable Computer, an on-device AI agent initially designed for Nvidia DGX Spark desktops. The tool reportedly uses Qwen 3.8 27B or Perplexity’s PPLX 27B model, supports multi-step work such as research, coding and data science, and includes context compaction…

Above: AI Understanding’s article text, not a quotation from a linked source. Automatic title match: “launches”. Announcement date: unknown. Article updated: .

7-day suggested check
· Due; not completed
30-day suggested check
· Due; not completed
Recorded source links (7)

Source types are unclassified. Links have not been opened by this tracker; source publication and access dates are unknown. A recorded date only indicates when the archive added the link.

  • siliconangle.comhttps://siliconangle.com/2026/08/25/perplexity-ai-launches-portable-computer-on-device-ai-agent/Recorded: Unknown · Article source field
  • zdnet.comhttps://www.zdnet.com/article/portable-computer-perplexity-local-ai-agent/Recorded: · Source history
  • venturebeat.comhttps://venturebeat.com/infrastructure/perplexity-partners-with-nvidia-to-launch-portable-computer-a-fully-local-ai-agent-with-zero-token-costsRecorded: · Source history
  • gizmodo.comhttps://gizmodo.com/perplexity-launches-local-ai-model-that-will-run-on-your-gpu-instead-of-the-cloud-2000802883Recorded: · Source history
  • howtogeek.comhttps://www.howtogeek.com/perplexity-release-portable-computer-a-local-ai-agent/Recorded: · Source history
  • jonpeddie.comhttps://www.jonpeddie.com/news/nvidia-and-perplexity-partner-to-bring-ai-to-local-hardware/Recorded: · Source history
  • siliconangle.comhttps://siliconangle.com/2026/08/25/perplexity-ai-launches-portable-computer-on-device-ai-agent/Recorded: · Source history

Article published · Policy

AI Magazine reports OpenAI launches Strategic Futures team and AI Futures platform

Availability not independently checked

AI Magazine reports that OpenAI has formed a six-person Strategic Futures team and launched AI Futures, a public platform focused on how advanced AI could affect governance, rights and individual agency.

Above: AI Understanding’s article text, not a quotation from a linked source. Automatic title match: “launches”. Announcement date: unknown. Article updated: .

7-day suggested check
· Due; not completed
30-day suggested check
· Due; not completed
Recorded source links (2)

Source types are unclassified. Links have not been opened by this tracker; source publication and access dates are unknown. A recorded date only indicates when the archive added the link.

  • aimagazine.comhttps://aimagazine.com/news/openai-introduces-ai-futures-for-the-strategic-futures-teamRecorded: Unknown · Article source field
  • aimagazine.comhttps://aimagazine.com/news/openai-introduces-ai-futures-for-the-strategic-futures-teamRecorded: · Source history

Article published · Product

llama.cpp 0.3.0 adds multimodal dots3-note support and DeepSeek 4 tensor splitting

Availability not independently checked

The llama.cpp project released version 0.3.0 with support for the dots3-note vision-and-audio model, new DeepSeek 4 tensor-split handling, GLM-4.5-Air multi-token prediction, and updates across its inference backends and web interface.

Above: AI Understanding’s article text, not a quotation from a linked source. Automatic title match: “adds”. Announcement date: unknown. Article updated: .

7-day suggested check
· Due; not completed
30-day suggested check
· Due; not completed
Recorded source links (2)

Source types are unclassified. Links have not been opened by this tracker; source publication and access dates are unknown. A recorded date only indicates when the archive added the link.

  • github.comhttps://github.com/ggml-org/llama.cpp/releases/tag/v0.3.0Recorded: Unknown · Article source field
  • github.comhttps://github.com/ggml-org/llama.cpp/releases/tag/v0.3.0Recorded: · Source history

Article published · Product

chemeurope.com reports Skala AI model is now available in CP2K

Availability not independently checked

chemeurope.com reports that Microsoft Research’s Skala AI model has been integrated into the open-source CP2K simulation ecosystem, giving researchers access to an AI-based exchange-correlation functional for quantum-mechanical simulations. The outlet says initial testing showed improved accuracy in a specific test…

Above: AI Understanding’s article text, not a quotation from a linked source. Automatic title match: “available”. Announcement date: unknown. Article updated: .

7-day suggested check
· Due; not completed
30-day suggested check
· Due; not completed
Recorded source links (2)

Source types are unclassified. Links have not been opened by this tracker; source publication and access dates are unknown. A recorded date only indicates when the archive added the link.

  • chemeurope.comhttps://www.chemeurope.com/en/news/1189643/ai-model-skala-now-available-on-the-open-source-simulation-platform-cp2k.htmlRecorded: Unknown · Article source field
  • chemeurope.comhttps://www.chemeurope.com/en/news/1189643/ai-model-skala-now-available-on-the-open-source-simulation-platform-cp2k.htmlRecorded: · Source history

Article published · Industry

India Today reports Nvidia’s $6 billion Poolside deal expands its open-model ambitions

Availability not independently checked

India Today reports that Nvidia’s agreement with AI startup Poolside would give Nvidia access to Poolside’s technology and bring more than 100 employees into its Nemotron open-weight model effort. The report also says Nvidia will invest $1 billion in Poolside at a $12 billion pre-money valuation, while rising…

Above: AI Understanding’s article text, not a quotation from a linked source. Automatic title match: “open”. Announcement date: unknown. Article updated: .

7-day suggested check
· Due; not completed
30-day suggested check
· Due; not completed
Recorded source links (7)

Source types are unclassified. Links have not been opened by this tracker; source publication and access dates are unknown. A recorded date only indicates when the archive added the link.

  • indiatoday.inhttps://www.indiatoday.in/amp/technology/news/story/nvidia-is-going-after-openai-and-deepseek-with-its-6-billion-poolside-deal-2978335-2026-08-24Recorded: Unknown · Article source field
  • investors.comhttps://www.investors.com/news/technology/nvidia-stock-nvda-poolside-deal-ai-investments/Recorded: · Source history
  • eu.36kr.comhttps://eu.36kr.com/en/p/3954557325802627Recorded: · Source history
  • techmarketview.comhttps://www.techmarketview.com/ukhotviews/archive/2026/08/25/nvidias-6bn-poolside-deal-is-a-bet-on-open-source-aiRecorded: · Source history
  • globaltimes.cnhttps://www.globaltimes.cn/page/202608/1368914.shtmlRecorded: · Source history
  • opensourceforu.comhttps://www.opensourceforu.com/2026/08/nvidia-signs-deal-with-poolside/Recorded: · Source history
  • indiatoday.inhttps://www.indiatoday.in/amp/technology/news/story/nvidia-is-going-after-openai-and-deepseek-with-its-6-billion-poolside-deal-2978335-2026-08-24Recorded: · Source history

Article published · Product

Reuters reports Alibaba officially rolls out Wan3.0 AI video model

Availability not independently checked

Alibaba has officially rolled out Wan3.0, which the company says can generate 30-second videos from documents, spreadsheets, slides and web pages. Reuters reported the release alongside Alibaba’s $10 billion share sale and increased AI spending.

Above: AI Understanding’s article text, not a quotation from a linked source. Automatic title match: “rolls out”. Announcement date: unknown. Article updated: .

7-day suggested check
· Due; not completed
30-day suggested check
· Due; not completed
Recorded source links (7)

Source types are unclassified. Links have not been opened by this tracker; source publication and access dates are unknown. A recorded date only indicates when the archive added the link.

  • m.economictimes.comhttps://m.economictimes.com/tech/technology/alibaba-launches-wan3-0-ai-video-model-after-10-billion-share-sale/amp_articleshow/133460529.cmsRecorded: Unknown · Article source field
  • gigazine.nethttps://gigazine.net/gsc_news/en/20260825-alibaba-wan-3-0/Recorded: · Source history
  • dataconomy.comhttps://dataconomy.com/2026/08/24/alibaba-launches-wan30-a-30-second-ai-video-generation-model/Recorded: · Source history
  • tribune.com.pkhttps://tribune.com.pk/story/2625595/alibaba-launches-wan30-ai-video-model-after-10-billion-share-saleRecorded: · Source history
  • winbuzzer.comhttps://winbuzzer.com/2026/08/25/alibaba-launches-wan3-0-for-30-second-ai-video-from-documents-xcxwbn/Recorded: · Source history
  • indiatoday.inhttps://www.indiatoday.in/technology/story/alibaba-launches-wan3-0-ai-video-model-after-hong-kong-share-sale-2978612-2026-08-24Recorded: · Source history
  • m.economictimes.comhttps://m.economictimes.com/tech/technology/alibaba-launches-wan3-0-ai-video-model-after-10-billion-share-sale/amp_articleshow/133460529.cmsRecorded: · Source history

Article published · Industry

Mistral and HUMAIN announce hundreds-of-millions-euro sovereign AI collaboration

Availability not independently checked

Mistral and Saudi Arabia’s HUMAIN say they will collaborate on AI infrastructure, advanced model development and deployments, including Arabic-language models, cybersecurity and voice systems.

Above: AI Understanding’s article text, not a quotation from a linked source. Automatic title match: “announce”. Announcement date: unknown. Article updated: .

7-day suggested check
· Due; not completed
30-day suggested check
· Due; not completed
Recorded source links (2)

Source types are unclassified. Links have not been opened by this tracker; source publication and access dates are unknown. A recorded date only indicates when the archive added the link.

  • mistral.aihttps://mistral.ai/news/mistral-x-humain/Recorded: Unknown · Article source field
  • mistral.aihttps://mistral.ai/news/mistral-x-humain/Recorded: · Source history

Article published · Product

OpenAI says GPT-5.6 family is now available in Kiro

Availability not independently checked

OpenAI says Kiro users can now access its GPT-5.6 model family, including Sol, Terra and Luna, for structured software-development workflows. The company says GPT-5.6 Terra completed Terminal-Bench 2.1 tasks in Kiro at roughly 82% lower cost, though the source provides no independent test results or methodology.

Above: AI Understanding’s article text, not a quotation from a linked source. Automatic title match: “available”. Announcement date: unknown. Article updated: .

7-day suggested check
· Due; not completed
30-day suggested check
· Due; not completed
Recorded source links (2)

Source types are unclassified. Links have not been opened by this tracker; source publication and access dates are unknown. A recorded date only indicates when the archive added the link.

  • openai.comhttps://openai.com/index/gpt-5-6-in-kiroRecorded: Unknown · Article source field
  • openai.comhttps://openai.com/index/gpt-5-6-in-kiroRecorded: · Source history

Article published · Product

NVIDIA introduces BlueField-4-based Scale-In infrastructure for agentic AI factories

Availability not independently checked

NVIDIA says its BlueField-4 DPU, DOCA software and Spectrum-X Ethernet can create a dedicated infrastructure layer for securing, provisioning and connecting agentic AI systems to data and storage.

Above: AI Understanding’s article text, not a quotation from a linked source. Automatic title match: “introduces”. Announcement date: unknown. Article updated: .

7-day suggested check
· Due; not completed
30-day suggested check
· Due; not completed
Recorded source links (2)

Source types are unclassified. Links have not been opened by this tracker; source publication and access dates are unknown. A recorded date only indicates when the archive added the link.

  • developer.nvidia.comhttps://developer.nvidia.com/blog/nvidia-bluefield-4-powers-new-scale-in-network-infrastructure-for-agentic-ai-factories/Recorded: Unknown · Article source field
  • developer.nvidia.comhttps://developer.nvidia.com/blog/nvidia-bluefield-4-powers-new-scale-in-network-infrastructure-for-agentic-ai-factories/Recorded: · Source history

Article published · Product

NVIDIA introduces NVLink Fusion for custom AI accelerators

Availability not independently checked

NVIDIA says NVLink Fusion will let hyperscalers and AI companies connect custom XPUs to its networking, rack, cooling, power and software infrastructure, potentially reducing the complexity and time required to deploy semi-custom AI systems.

Above: AI Understanding’s article text, not a quotation from a linked source. Automatic title match: “introduces”. Announcement date: unknown. Article updated: .

7-day suggested check
· Due; not completed
30-day suggested check
· Due; not completed
Recorded source links (2)

Source types are unclassified. Links have not been opened by this tracker; source publication and access dates are unknown. A recorded date only indicates when the archive added the link.

  • blogs.nvidia.comhttps://blogs.nvidia.com/blog/nvlink-fusion-xpu-ai-factory/Recorded: Unknown · Article source field
  • blogs.nvidia.comhttps://blogs.nvidia.com/blog/nvlink-fusion-xpu-ai-factory/Recorded: · Source history

Article published · Security

Anthropic expands Claude Mythos 5 for cyber defense and pledges $35 million in open-source credits

Availability not independently checked

Anthropic says Claude Mythos 5 is now powering vulnerability scans in Claude Security for Enterprise customers, while partner integrations are planned. It is also creating a $35 million credit fund for open-source security and expanding its cyber-verification program.

Above: AI Understanding’s article text, not a quotation from a linked source. Automatic title match: “open”. Announcement date: unknown. Article updated: .

7-day suggested check
· Due; not completed
30-day suggested check
· Due; not completed
Recorded source links (1)

Source types are unclassified. Links have not been opened by this tracker; source publication and access dates are unknown. A recorded date only indicates when the archive added the link.

  • claude.comhttps://claude.com/blog/bringing-claude-mythos-5-to-more-defendersRecorded: Unknown · Article source field

Open method · 1.0.0

Methodology & limits

01Selection

Title must contain release wording and either product wording or have the Product category. A watchlist name must appear in the title or excerpt. Mentions are not verified product ownership. This is an automatic candidate filter, not independent verification or an importance ranking.

02Unit

One canonical published article matching the watchlist and title rules; not one unique product or launch.

03Follow-ups

Suggested checks at 7 and 30 UTC calendar days after article publication (a proxy, not the announcement date). Due means the suggested date has arrived, not that a check ran. No reminders or checks are scheduled. Updated articles retain their original publication anchor.

04Coverage

Only articles returned by getAllNewsArticles, including its existing publication, suppression and media filters. That reader can silently fall back to bundled articles when the database is unavailable. Feed completeness cannot be established here; this is not a census of AI releases.

05Reproducibility

Download and retain the JSON snapshot: article text and evidence links may change with editorial updates. generatedAt is dataset assembly time, not a source access or verification time. Filters affect records, not the full-watchlist summary. Records sort newest first, undated last, then by canonical URL.

06Data source

Data source: AI Understanding’s published article archive (database and bundled articles). The existing reader does not expose which origin supplied each record or whether fallback occurred. Linked evidence is unclassified, not automatically primary.

  • Keyword selection can include rumors, commentary, comparisons and non-launch announcements, and can miss releases using other wording or names.
  • Several articles can concern one release; one article can concern several products. Mentioned organizations can be competitors rather than the releasing organization.
  • Region, account tier, waitlist, rollout stage, price and actual access remain unknown. This tracker does not measure model quality or run workflow tests.

What would count as confirmed? A separately documented human access check with time, region, account tier, product version, steps and evidence of a successful representative action. It would confirm only those conditions. This version records none; source claims, including first-party announcements, never become confirmation automatically.

The JSON contains the selection patterns, full watchlist, matched wording, dates, source provenance, unchecked status and suggested follow-ups. Missing dates remain null. Report a mismatch or missing source.

Protocol only · No results yet

Can three tools turn a source packet into usable nonprofit work?

Our first repeatable test design compares 3 tools × 10 tasks × 3 repetitions = 90 planned runs. It covers factual extraction, briefings, arithmetic, outreach, planning, privacy and uncertainty using the same synthetic source packet.

  1. Before running: select three accessible tools, freeze their versions and settings, publish the task packet and answer key, verify current prices, and approve a total cash and human-time cap.
  2. Run each task in a fresh session three times with identical inputs and rotated tool order. Preserve failures, refusals, outputs, time and cost. Stop at the approved cap.
  3. A human scores correctness, completeness, instruction compliance and usability from 0–2 each. A pass needs at least 7/8, full correctness and compliance, and no critical error. A second reviewer checks every proposed pass and critical error.
  4. Publish all denominators, disagreements, missing runs and limitations. Do not report results until runs and human review exist. Three repetitions cannot establish broad model superiority.

The full execution protocol, ten tasks, shared fixture, answer key, scoring and budget preflight live in the repository document docs/AIU-ORIGINAL-TEST-PROTOCOL.md. Tool selection, funding and execution are still pending.

Get the weekly AI Understanding briefing