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Models, products and AI startups, near-duplicates collapsed to the most credible source

Question: XGBoost vs human market prediction limits

A practitioner reports feeding XGBoost the same information available to a human market but getting crushed on Top-1 accuracy and trailing about 10 percentage points on Top-2. Adding market pricing hurt or didn't help. They ask whether this reflects XGBoost's limits, encoding issues, or insufficient data.

r/MachineLearning · · Details

LLM Classification as Feature Engineering

A Hacker News discussion argues that using LLMs as classifiers is feature engineering: treat LLM outputs as features and train conventional models (e.g., logistic regression) on them for more stable classification.

Hacker News · · Details

Question: Are uncensored models better for coding?

A Reddit user on r/LocalLLaMA asked whether people use uncensored models for everyday coding, suggesting uncensored models might skip safety checks and produce code faster. The poster requested anecdotal evidence or sources and clarified they meant legitimate daily development, not misuse.

r/LocalLLaMA · · Details

Global Survey: AI Feared to Kill Jobs

A Pew survey of 42,151 people across 37 countries found that in 34 countries people are more likely to say AI will cause job losses over the next 20 years. Concern is higher in wealthier countries, with Australia and South Korea at 76% and the US at 71%.

The Verge · · Details

Microsoft AI CEO Criticizes Anthropic

Microsoft AI CEO Mustafa Suleyman discussed the company’s 37‑page “Humanist AI Code of Conduct” and publicly criticized Anthropic’s views on AI consciousness and model welfare, saying they worsen the safety debate. It highlights Microsoft’s stance on AI development and regulation.

The Verge · · Details

Instinct and Meta’s Muse Add Calling Feature

Instinct introduced Instinct Concierge to place calls for tasks like restaurant bookings and cancellations; Meta’s Muse also gained the ability to call U.S. businesses. Both features are rolling out in early access, narrowing differences among text-based AI assistants.

TechCrunch · · Details

Share Your AI Setup on Hacker News

A Hacker News thread invites engineers to share their AI setups—agents used, tools kept or discarded, and how they handle long-running tasks—to learn from others' practices.

Hacker News · · Details

NYT: concerns that AI could kill us reach public attention

A NYT piece highlights growing public attention to claims that AI could be existentially dangerous, citing resignations and warnings from people at Anthropic and OpenAI. It notes recent AI advances (e.g., work on the Navier‑Stokes problem) alongside misuse risks, including a reported case of Claude being used to study a virus. The article stresses capability gains and safety concerns coexisting.

Hacker News · · Details
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