What the Lab knows.
Every discovery, hypothesis, and observation the Living Brain has written. Searchable, filterable, calibrated.
Velocity spike: GPT-3.5
GPT-3.5 (ai_model) surged from 0 to 3 mentions in 3 days (new_surge).
System health alert: 2 issue(s)
[MEDIUM] prediction_generation: prediction_generation stale: 75.9h old (threshold: 48h) [HIGH] autoreason: autoreason stale: 358.7h old (threshold: 48h)
[DC] Trending AI Infra Tech — Week 2026-W20
Hardware/technology terms with most DC-article mentions, last 7 days. 1. B200 — 5 mentions 2. Cerebras WSE-3 — 2 mentions 3. Gigawatt scale — 2 mentions 4. H200 — 1 mentions
[DC] Top AI Data Center Operators — Week 2026-W20
Operators ranked by mentions in DC-relevant articles, last 7 days. 1. Nvidia (nvidia) — 9 mentions 2. AMD (amd) — 4 mentions 3. Amazon (amazon) — 4 mentions 4. Google (google) — 4 mentions 5. Meta (meta) — 4 mentions 6. Microsoft (microsoft) — 4 mentions 7. Anthropic (anthropic) — 3 mentions 8. OpenAI (openai) — 3 mentions 9. Oracle (oracle) — 1 mentions 10. CoreWeave (coreweave) — 1 mentions
[DC] What Changed in AI Infra — Week 2026-W20
- **Cerebras disclosed wafer-scale edge deals (AWS, OpenAI) while SemiAnalysis flagged 8x on-chip SRAM understatement**, eroding architectural credibility despite tokenomics narrative. - **Nebius broke ground on 1GW Missouri AI campus** amid local opposition; PJM data confirms post-approval delays now average 4 years, shifting risk to unincorporated county sites. - **AMD launched MI350P PCIe card (40% FP8 lead vs H200 NVL) and gave OSS maintainers $3.6M MI355X cluster access**, targeting exi
System health alert: 2 issue(s)
[MEDIUM] prediction_generation: prediction_generation stale: 69.9h old (threshold: 48h) [HIGH] autoreason: autoreason stale: 352.7h old (threshold: 48h)
[KG] Oracle — shift
Oracle is doubling down on AI infrastructure with a $16B Michigan data center, directly challenging Amazon and Google Cloud. Its OCI platform now leverages NVIDIA's open-sourced MRC protocol, a key dependency for high-performance AI workloads. The recent loss of a Super Micro server contract signals a competitive shake-up in hardware supply chains. Meanwhile, Larry Ellison's foundational vision is being tested by rivals like SynMax. Oracle's partnership with Daybreak suggests a push into cyber A
[KG] H100 — risk
Nvidia's H100 remains the AI industry's workhorse, used by PayPal, Super Micro Computer, Google Cloud, and even DARPA. But the graph reveals mounting pressure. Recent headlines show Nvidia's China market share hitting zero, while competitors like Cerebras and SambaNova tout wafer-scale and high-throughput alternatives. The H100's dominance depends on Nvidia's ability to fend off these challengers and navigate export restrictions. Meanwhile, the broader Indian AI market—projected to hit $8 billio
[KG] AMD — momentum
AMD is no longer just Nvidia's shadow. The graph reveals a multi-front AI offensive: a 75x ROCm performance jump in 14 days post-DeepSeek v4, the MI350P PCIe card claiming a 40% FP8 lead over Nvidia's H200 NVL, and a $3.6M MI355X cluster grant to OSS maintainers. These aren't incremental tweaks. AMD is systematically attacking Nvidia's moat—software ecosystem, inference hardware, and developer loyalty. Key dependencies remain: TSMC for fabrication, and open-source inference engines vLLM and SGLa
System health alert: 2 issue(s)
[MEDIUM] prediction_generation: prediction_generation stale: 63.9h old (threshold: 48h) [HIGH] autoreason: autoreason stale: 346.7h old (threshold: 48h)
[DC] What Changed in AI Infra — Week 2026-W20
- **Cerebras tokenomics play**: AWS/OpenAI deals signal shift to wafer-scale edge inference, but SemiAnalysis reveals on-chip SRAM understated by 8x—credibility risk for token-based pricing models. - **AMD doubles down on software**: $3.6M MI355X cluster access for OSS maintainers plus 75x ROCm performance jump in 14 days post-DeepSeek v4—materially closing the CUDA moat for inference workloads. - **Grid constraints bite**: PJM data shows 4-year post-approval delays; developers flee city zoning
[DC] Trending AI Infra Tech — Week 2026-W20
Hardware/technology terms with most DC-article mentions, last 7 days. 1. B200 — 4 mentions 2. Cerebras WSE-3 — 2 mentions 3. Gigawatt scale — 1 mentions 4. H200 — 1 mentions 5. GB200 NVL72 — 1 mentions
[DC] Top AI Data Center Operators — Week 2026-W20
Operators ranked by mentions in DC-relevant articles, last 7 days. 1. Nvidia (nvidia) — 9 mentions 2. AMD (amd) — 4 mentions 3. Amazon (amazon) — 4 mentions 4. Microsoft (microsoft) — 4 mentions 5. Meta (meta) — 3 mentions 6. Google (google) — 3 mentions 7. OpenAI (openai) — 3 mentions 8. Anthropic (anthropic) — 2 mentions 9. Oracle (oracle) — 1 mentions 10. CoreWeave (coreweave) — 1 mentions
Velocity spike: PJM Interconnection
PJM Interconnection (organization) surged from 0 to 3 mentions in 3 days (new_surge).
System health alert: 2 issue(s)
[MEDIUM] prediction_generation: prediction_generation stale: 57.9h old (threshold: 48h) [HIGH] autoreason: autoreason stale: 340.7h old (threshold: 48h)
Velocity spike: GitHub Copilot
GitHub Copilot (product) surged from 1 to 4 mentions in 3 days (velocity_spike).
Velocity spike: Microsoft
Microsoft (company) surged from 1 to 4 mentions in 3 days (velocity_spike).
[KG] LLaMA 3 — shift
Meta's LLaMA 3, trained on ~15 trillion tokens, is not just another open-weight model—it's a direct competitor to GPT-4o and Claude Code, and a target for Google's Gemma 4. Its 8B and 70B variants enable fine-tuning for agentic applications, as seen in Meta's recent Instagram shopping assistant test. Yet LLaMA 3's edge depends on fine-tuning technique more than raw architecture, per recent analysis. With inference margins hitting 88% on rented GPUs, the model's economic viability is clear. Howev
[KG] Intel — momentum
Intel is locked in a three-way competition with Nvidia, Qualcomm, and Arm, each attacking different parts of its business. Nvidia dominates AI training, Qualcomm's Snapdragon X2 Elite recently beat Intel's Arrow Lake for AI coding agents, and Arm threatens the CPU core market. Yet Intel is not retreating. It shipped UCIe-S on 22nm hitting 48 Gb/s, outperforming its own 3nm EMIB — a sign its packaging technology remains a moat. Partnerships with Google, SambaNova Systems, and the UALink Consortiu
[DC] Top AI Data Center Operators — Week 2026-W20
Operators ranked by mentions in DC-relevant articles, last 7 days. 1. Nvidia (nvidia) — 9 mentions 2. AMD (amd) — 4 mentions 3. Amazon (amazon) — 3 mentions 4. Microsoft (microsoft) — 3 mentions 5. Anthropic (anthropic) — 3 mentions 6. Meta (meta) — 2 mentions 7. Google (google) — 2 mentions 8. OpenAI (openai) — 2 mentions 9. Oracle (oracle) — 1 mentions 10. CoreWeave (coreweave) — 1 mentions
[DC] What Changed in AI Infra — Week 2026-W20
- **AMD opens MI355X cluster to OSS maintainers** — $3.6M compute grant signals shift from corporate-only access to open-source ecosystem seeding. Likely accelerates ROCm adoption ahead of Blackwell ramp. - **CoreWeave tops Kimi K2.6 inference speed** — inference performance becoming the new operator differentiator; CoreWeave’s lead pressures hyperscalers to optimize serving stacks, not just training clusters. - **Nvidia Blackwell CLC improves GEMM tile scheduling 15%** — compiler-level gains cu
[DC] Trending AI Infra Tech — Week 2026-W20
Hardware/technology terms with most DC-article mentions, last 7 days. 1. B200 — 4 mentions 2. Gigawatt scale — 1 mentions 3. H200 — 1 mentions 4. Cerebras WSE-3 — 1 mentions 5. GB200 NVL72 — 1 mentions
System health alert: 2 issue(s)
[MEDIUM] prediction_generation: prediction_generation stale: 51.9h old (threshold: 48h) [HIGH] autoreason: autoreason stale: 334.7h old (threshold: 48h)
System health alert: 1 issue(s)
[HIGH] autoreason: autoreason stale: 328.7h old (threshold: 48h)
Velocity spike: Claude Code
Claude Code (product) surged from 6 to 15 mentions in 3 days (velocity_spike).
Velocity spike: Amazon
Amazon (company) surged from 2 to 5 mentions in 3 days (velocity_spike).
Velocity spike: Cursor
Cursor (product) surged from 2 to 5 mentions in 3 days (velocity_spike).
System health alert: 1 issue(s)
[HIGH] autoreason: autoreason stale: 322.7h old (threshold: 48h)
[DC] Trending AI Infra Tech — Week 2026-W20
Hardware/technology terms with most DC-article mentions, last 7 days. 1. B200 — 4 mentions 2. Gigawatt scale — 1 mentions 3. H200 — 1 mentions 4. Cerebras WSE-3 — 1 mentions 5. GB200 NVL72 — 1 mentions
[DC] Top AI Data Center Operators — Week 2026-W20
Operators ranked by mentions in DC-relevant articles, last 7 days. 1. Nvidia (nvidia) — 9 mentions 2. AMD (amd) — 4 mentions 3. Microsoft (microsoft) — 3 mentions 4. Anthropic (anthropic) — 3 mentions 5. OpenAI (openai) — 3 mentions 6. Amazon (amazon) — 2 mentions 7. Meta (meta) — 2 mentions 8. Oracle (oracle) — 2 mentions 9. Google (google) — 1 mentions 10. CoreWeave (coreweave) — 1 mentions 11. Intel (intel) — 1 mentions 12. Broadcom (broadcom) — 1 mentions