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News
Anthropic's Dianne Penn Says the PRD Is Dead — Evals Are What Ship AI Products Now — BigGo Finance
8+ hour, 13+ min ago (444+ words) The loop is mechanical enough to diagram, which is precisely what lets it stand in for the PRD rather than sit alongside one. Penn identified three milestones that explain how the company moved from "no chance" to a central position…...
DeepSWE: A Contamination-Resistant Coding Benchmark — James Shi, Datacurve|AI Engineer — BigGo Finance
3+ hour, 5+ min ago (743+ words) Datacurve's James Shi introduces DeepSWE, a contamination-resistant coding benchmark with 113 original tasks, finding that Claude often forgets multi-part requirements and attempts git log cheating while GPT excels at literal prompt following. James Shi detailed three systemic failures in SweetBench Pro:…...
Karpathy Scrambles to Quash "Departure" Rumors: A Profile-Bio Flap Sparked by the AI Open-Source Wars — BigGo Finance
11+ hour, 53+ min ago (599+ words) A social-media profile tweak triggered a "top-tier AI departure drama" that went from viral speculation to a frantic debunking in just a few hours. Just as the rumors were reaching a fever pitch, Karpathy himself stepped in, dismissing the chatter…...
AMD's Helios Rack Ships, Taking Direct Aim at Nvidia's AI Throne with 3200B Transistor GPUs — BigGo Finance
6+ hour, 48+ min ago (1515+ words) AMD has officially entered the arena as a full-stack AI infrastructure contender. At its Advancing AI 2026 event in San Francisco, the company announced that its first rack-scale AI system, Helios, is now in full production and will begin shipping to…...
Hendra Spillover Study Sends a Stark Warning to Markets Obsessed With Headline Numbers — BigGo Finance
9+ hour, 39+ min ago (308+ words) When scientists in eastern Australia spent three years checking urine puddles under bat roosts, they weren't trying to beat the S&P 500. They were tracking Hendra virus, a rare but lethal pathogen that jumps from bats to horses to humans....
The Messy Reality of Scale: Synthetic Data and Pre-Training — Marah Abdin & Robert McHardy, poolside|AI Engineer — BigGo Finance
19+ hour, 14+ min ago (478+ words) Poolside's Marah Abdin and Robert McHardy detail synthetic data pipelines and reveal that silent GPU corruption and BF16 accumulation bugs, caught by model replica hash checks, stalled convergence at scale, while the unreleased Laguna S model shows competitive coding performance despite…...
Galaxy Fold 8, Flip 8 Debut 'Agentic AI' — From a Single Command to Booking Reservations — BigGo Finance
12+ hour, 7+ min ago (731+ words) Samsung has fully embraced "agentic AI" with the Galaxy Z Fold 8 and Flip 8, marking the first application of "Gemini Intelligence" that links over 40 apps to execute tasks. When a user makes a request, the AI curates candidates based on their…...
Loop Engineering from First Principles — Kyle Mistele, HumanLayer|AI Engineer — BigGo Finance
22+ hour, 3+ min ago (649+ words) "Control loops are the opposite of what I'm going to call a blind Ralph loop. They're how we avoid PRs that look like this because nobody wants to review this." HumanLayer's loop uses the deterministic "smallest first" approach. The actuator…...
Lenovo Legion Y7MG Debuts: A 59g Magnesium Mouse With 8K Polling for $73 — BigGo Finance
23+ hour, 54+ min ago (307+ words) A 500 mAh battery powers the mouse in wireless mode. Lenovo ships the Legion Y7MG with a USB-C cable, an extra set of PTFE feet, grip tape, and a protective film for the skates. The mouse also features RGB lighting, which can…...
SonderMind Open-Sources 300 Clinically-Reviewed Guardrail Scenarios, Says Generic LLMs Are Dangerously Over-Calibrated for Mental Health — BigGo Finance
14+ hour, 49+ min ago (762+ words) The APA data suggests both halves of the problem are already live at scale. Patients are bringing chatbots into care whether or not the profession is ready, and the clinicians watching it happen are worried about over-reaction and under-reaction at…...