2025-05-26

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3 months ago
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3 months ago

Formalizing Human Concepts

Published on May 26, 2025 11:45 AM GMTWhen thinking about neural network generalization, I want to be able to refer to "simple" concepts. But what do I mean by simple?One...

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3 months ago

LightCap Framework: Lightweight Components for Efficient Image Captioning on Edge Devices

LightCap uses CLIP’s grid features, a visual concept extractor, cross-modal modulator, TinyBERT fusion, and ensemble heads for efficient captioning.

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3 months ago

How Windsurf stays lean

#startup #founder #ceo

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3 months ago

A Survey of Image Captioning Techniques and Vision-Language Pre-training Strategies

Reviews image captioning (detector-based vs. grid) and VL pre-training (contrastive vs. fusion), positioning LightCap as a novel, efficient CLIP-based approach.

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3 months ago

The New York Times Just Published Some Bizarre Race Science About Asian Women

The so-called "paper of record" has, for some reason, published an article with a strange and bigoted claim about Asian women — and the claim accompanying it is so dumb,...

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3 months ago

New AI "LightCap" Shrinks Image Captioning for Your Phone, Runs on CPU

LightCap: a tiny, fast image captioner using CLIP & distillation. 75% smaller, SOTA on COCO (136.6 CIDEr), 188ms/CPU. Ready for mobile!

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3 months ago

Concluding Remarks on Consistency Large Language Models and Future Directions

CLLMs offer a simpler, more efficient approach to LLM acceleration without extra architectures or draft models, achieving significant speedup gains.

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3 months ago

Empirical Analysis of CLLM Acceleration Mechanisms and Hyperparameter Sensitivity

CLLMs show 2-6.8x improvements in fast-forwarded/stationary tokens. Ablations reveal dataset size, sequence length, and loss design impact performance.

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3 months ago

Benchmarks Don't Lie: CLLMs Deliver on Both Speed and Smarts

CLLMs achieve 2.4-3.4x speedup on Spider, GSM8K, and MT-bench while maintaining quality, outperforming Medusa and speculative decoding baselines.

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3 months ago

C64 memories - World Class Leader Board (Golf)

In this video I take a look at Commodore 64 "World Class Leader Board" published in 1987 by Access Software. The disk version with "press play on tape" dongle, dynamic...

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3 months ago

The Most Dangerous Metrics Are the Ones Everyone Trusts (and No One Validated)

Even the cleanest dashboards can lie. This article breaks down how unchecked metrics mislead teams and why great data engineering starts with skepticism, not a

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3 months ago

D&D.Sci: The Choosing Ones [Answerkey and Ruleset]

Published on May 26, 2025 9:43 AM GMTThis is a followup to the D&D.Sci post I made nine days ago; if you haven’t already read it, you should do so...

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3 months ago

Worthless noise isn’t information

Data becomes information when at least one of two related things are true: If you’re not getting one of these things, then the data is simply noise. A distraction that...

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3 months ago

AI’s Cost Crisis: How to Avoid Overpaying for Compute in 2025

AI infrastructure costs threaten startups through expensive GPUs, unpredictable demand, and mandatory long-term contracts requiring strategic planning.

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3 months ago

Bitcoin Conference 2025 - Should I Go? Should I Stay?

I'm excited to await the hackathon results and connect with fellow Bitcoin builders from around the world, regardless of the outcome.

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3 months ago

“Lilo & Stitch” and “Mission: Impossible” Show Why Theaters Matter in a Streaming World

"Lilo & Stitch" and "Mission: Impossible -- The Final Reckoning: are creating the biggest one-two punch in the box office since the phenomenal theatrical success of "Barbie" and "Oppenheimer." #StitchImpossible...

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3 months ago

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