A broader view of progress, with measurement conditions in the foreground.
Research update · Sep 25, 2026, 8:30 PM EDT
This page displays the edition’s saved wording and source register. Linked analysis pages may include later updates.
ARC Prize’s Astra evaluation shows sharply different results under different configurations.
Why it matters: Compare the same reasoning effort before attributing gains to the model alone.
Limit: A high score on one benchmark is not a general intelligence verdict.
Story date: 2026-09-03 · ARC Prize · Astra evaluation ↗
The 2026 AI Index reports 88% organizational adoption and 362 recorded incidents for 2025.
Why it matters: Deployment and societal effects deserve attention alongside benchmark scores.
Limit: Survey adoption is not productivity; recorded incidents are sensitive to reporting.
Story date: 2026 · Stanford HAI · 2026 AI Index ↗
The tracker now uses one current TH1.1 dataset, including corrected historical estimates and newer models.
Why it matters: A consistent dataset avoids confusing methodology revisions with model progress.
Limit: The latest early estimate exceeds the reliable measurement region. Wide intervals remain visible.
Story date: 2026-05-08 · METR · Current TH1.1 ↗
Anthropic says Opus 5.5 matches Fable 5.1 on most work, at 40% lower cost than Opus 5.
Why it matters: Price and capability can move independently. Test the cost per successful task, including retries, before switching.
Limit: Provider comparison, not a universal ranking. External evaluations do not establish performance on your workflow.
Story date: 2026-09-22 · Anthropic · Claude Opus 5.5 ↗
Anthropic reports an enzyme-system discovery using Claude and experimental work by its new research group.
Why it matters: A concrete view beyond chat: models can help generate hypotheses that scientists then test.
Limit: Early company-reported findings. Independent replication and broader scientific utility remain open questions.
Story date: 2026-09-23 · Anthropic · Enzyme research ↗
NVIDIA reports $89.0B in quarterly Data Center revenue, up 117% year over year.
Why it matters: Compute spending is already producing supplier revenue. That does not establish customers’ returns on their AI investment.
Limit: One company and one segment. Revenue is not AI profit, and historical growth is not a forecast.
Story date: 2026-08-26 · NVIDIA · Q2 FY2027 results ↗
DeepMind lists updated Gemini 3.8 Audio model cards for Live, extended thinking, and speech generation.
Why it matters: Model cards reveal modalities, evaluation conditions and limitations hidden by a simple product name.
Limit: A model-card date is not necessarily a launch date. Check product-specific availability and pricing.
Story date: 2026-09-24 · Google DeepMind · Model cards ↗
AlphaGenome’s public portal connects researchers to its API, Atlas and research.
Why it matters: Specialized scientific systems provide a tangible window into capabilities outside general chat.
Limit: Prediction is not experimental validation or a clinical diagnosis. Access and use terms vary.
Story date: 2026-09 · Google DeepMind · AlphaGenome ↗
AP reports Anthropic’s account of disrupted cyber, surveillance and biological misuse attempts.
Why it matters: Case studies can show mechanisms of harm, but cannot alone measure how widespread those harms are.
Limit: Underlying incident evidence comes from the vendor. The reported cases are selected, not a representative sample.
Story date: 2026-09-10 · AP · Anthropic misuse report ↗
The release adds reasoning-effort controls and revised peak and off-peak API pricing.
Why it matters: A useful candidate for testing agent workflows under a fixed cost budget.
Limit: Provider benchmarks and release claims need workload-specific checks. Preview weights and hosted API versions may differ.
Story date: 2026-08-13 · DeepSeek · V4-Pro general availability ↗
OpenAI · Model directory ↗ · Checked 2026-09-25
SpaceXAI · Grok Voice Transcribe 2.0 ↗ · 2026-09-18
METR · Time Horizon 1.1 ↗ · 2026-01-29
Stanford HAI · 2025 AI Index ↗ · 2025
NVIDIA · Q2 FY2027 results ↗ · 2026-08-26
NVIDIA · Q2 FY2026 results ↗ · 2025-08-27
NVIDIA · Q2 FY2025 results ↗ · 2024-08-28
Anthropic · Claude Opus 5.5 ↗ · 2026-09-22
Anthropic · Enzyme research ↗ · 2026-09-23
Google DeepMind · AlphaGenome ↗ · 2026-09 · page checked 2026-09-25
Google DeepMind · AlphaGenome launch ↗ · 2025-06-25
Google DeepMind · Model cards ↗ · 2026-09-24
DeepSeek · V4-Pro general availability ↗ · 2026-08-13
DeepSeek · V4 preview ↗ · 2026-04-24
AMD · OpenAI partnership ↗ · 2025-10-06
Microsoft · Updated OpenAI agreement ↗ · 2026-04-27
Amazon · Anthropic investment ↗ · 2026-04
NVIDIA · Infrastructure partnerships ↗ · 2025-10
NVIDIA · xAI Colossus ↗ · 2024-10-28
AP · Anthropic misuse report ↗ · 2026-09-10
METR · Current TH1.1 ↗ · 2026-05-08
METR · TH1.1 dataset ↗ · Checked 2026-09-25
Stanford HAI · 2026 AI Index ↗ · 2026
IEA · Energy and AI ↗ · 2026
ARC Prize · Astra evaluation ↗ · 2026-09-03
Anthropic · Series H ↗ · 2026-05-28
OpenAI · Funding round ↗ · 2026-03-31
SpaceX · EU prospectus ↗ · 2026-06-05
CompaniesMarketCap · nvidia ↗ · 2026-09-25
CompaniesMarketCap · google ↗ · 2026-09-25
CompaniesMarketCap · amd ↗ · 2026-09-25
CompaniesMarketCap · microsoft ↗ · 2026-09-25
CompaniesMarketCap · amazon ↗ · 2026-09-25