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Today's topics:

AGI benchmarks face scrutiny - Kaggle and Google DeepMind named winners in an AGI benchmark hackathon, but the bigger story is the debate over transparency, scoring, and reproducibility. Keywords: AGI, benchmarks, DeepMind, leaderboard, evaluation.

Open models keep advancing - Kimi unveiled K3, a massive open AI model aimed at long-context reasoning, coding, and vision tasks. The release highlights how quickly open models are closing the gap with top closed systems. Keywords: open model, AI, Kimi K3, reasoning, context window.

Fonts fight AI readers - A new Decoy Font tries to make text harder for OCR and AI systems to interpret from screenshots. It is an early example of privacy-focused typography in the growing anti-scraping toolkit. Keywords: AI privacy, OCR, font, scraping, text recognition.

Brains juggle competing voices - EEG research found that when people switch attention between speakers, the brain briefly tracks both voices before letting go of the first one. That helps explain listening effort in noisy environments and could inform hearing tech and voice interfaces. Keywords: EEG, attention, speech, neuroscience, listening effort.

Roman concrete heals itself - Researchers studying ancient Roman concrete found that carbonation helped form calcite that sealed pores and cracks over time. The result could influence stronger, longer-lasting, lower-carbon building materials today. Keywords: Roman concrete, calcite, self-healing, materials science, carbon.

Comic Chat returns open source - Microsoft released the source code for Comic Chat, the quirky 1990s IRC client that turned chats into comic panels and helped popularize Comic Sans. It is a useful snapshot of a more experimental era of internet software. Keywords: Microsoft, Comic Chat, open source, IRC, software history.

Go meets low-level C - Solod, or So, is a strict subset of Go that compiles to readable C11 and aims for low-level control without losing Go-style ergonomics. It is still early, but it points to a different path for systems programming. Keywords: Go, C11, systems programming, compiler, Solod.

-Kaggle Announces AGI Benchmark Winners Amid Transparency Concerns
-EEG Study Finds Overlapping Speech Tracking During Attention Switches
-Kimi Launches K3, a 2.8-Trillion-Parameter Open AI Model
-Pebble Updates Shipping Timelines for Time 2, Round 2, and Index 01
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