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This week in AI: Companies have to be careful about what they tell the SEC, so the earnings filings are where AI talk turns into numbers. We read more than 100 from the past three weeks. Updated 2026-11-12
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Snap Ships 2x the Code. PennyMac Plans Fewer Hires. Both Credit AI.
Companies have to be careful about what they tell the SEC, so the earnings filings are where AI talk turns into numbers. We read more than 100 from the past three weeks. Snap's engineers merged more than twice as many code changes, with 71% fewer defects per change. A bank says AI agents saved it 76,000 hours. ZipRecruiter spends less on R&D, with a smaller team and better AI tools. Robinhood customers have handed $1.6 billion of trading to AI agents. And Reddit spent part of its shareholder...
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Your AI Chats Are Evidence: Court Orders, Leaks, What Stays Private #542AI week ahead: data center pause backers could win 15 governor races #541Big Tech reports AI spending Wednesday as CoreWeave debt hits distress PHP2Shell: Millions of Attacks, 1.5M Servers Unpatched on Day One All 653 issues →
AI Attention This Week
From the AI Weekly Index — what 11 years of coverage says about this week. Updated weekly.
Fastest riser
Climate — ▲ +117% story volume vs last week (13 vs 6 tracked stories)
Most covered
Anthropic — in 15 of the last 20 issues · 49 tracked stories this week
Biggest fall
Hallucinations — ▼ -75% story volume vs last week (2 vs 8 tracked stories)
Dominant theme
Tools & capabilities — 63 of 416 tracked stories this week
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NeurIPS 2026: Zeroing Under 0.05% of LLM Weights Matches Full Fine-Tuning
Anthropic Files S-1 at $70 to $78 Per Share
One Demo, No Training: RoboScript Scores 83.4%, Beats Best Trained Policy by Over 20 pp
Auriga Harness Tops RoboDojo at 57.7%, More Than Doubles Same VLM Under Reference Interface
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Companies have to be careful about what they tell the SEC, so the earnings filings are where AI talk turns into numbers. We read more than 100 from the past three weeks. Snap's engineers merged more than twice as many code changes, with 71% fewer defects per change. A bank says AI agents saved it 76,000 hours. ZipRecruiter spends less on R&D, with a smaller team and better AI tools. Robinhood customers have handed $1.6 billion of trading to AI agents. And Reddit spent part of its shareholder...
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Your AI Chats Are Evidence: Court Orders, Leaks, What Stays Private #542AI week ahead: data center pause backers could win 15 governor races #541Big Tech reports AI spending Wednesday as CoreWeave debt hits distress PHP2Shell: Millions of Attacks, 1.5M Servers Unpatched on Day One #540AI is finding software flaws faster than teams can fix them Browse archive →Newsletters
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Anthropic Files S-1 at $70 to $78 Per Share NeurIPS 2026: Zeroing Under 0.05% of LLM Weights Matches Full Fine-Tuning One Demo, No Training: RoboScript Scores 83.4%, Beats Best Trained Policy by Over 20 pp Auriga Harness Tops RoboDojo at 57.7%, More Than Doubles Same VLM Under Reference Interface ChatGPT's old voice modes are going away on December 11 Guides → Glossary → Courses → Search →Alerts
Checkpoint Forensics Says Six DeepSeek, Moonshot, MiniMax and Ant Models Carry Blackwell GPU Fingerprints Anthropic S-1 Says It Has Met Responsible Scaling Policy's AI R&D Acceleration Threshold Google Launches Gemini 4 Hydrogen at $1.50/$7.50 per Million Tokens and Ships Antigravity Orchestrator AntiFox AI Pentest Fork of ARTEX Caught Pulling Production Secrets From Victim AWS Environments All alerts →
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