ContentPosts from @solaris..
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@faun shared a link, 7 months ago
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Stop overbuilding evals

Over-engineering smothers momentum. Get it to prod yesterday. Imperfection? Own it. Tweak with real folks in the wild. Feature flags and sanity checks? Priceless. Theory's just noise until reality weighs in... read more  

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@faun shared a link, 7 months ago
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Claude’s AI research mode now runs for up to 45 minutes before delivering reports

Anthropic's Claude just supercharged its Research feature, cranking out reports from hundreds of sources in a blazing 45 minutes.But stay sharp—AI has a knack for inventing phantom sources... read more  

Claude’s AI research mode now runs for up to 45 minutes before delivering reports
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@faun shared a link, 7 months ago
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Google debuts an updated Gemini 2.5 Pro AI model ahead of I/O

Gemini 2.5 Pro Preview (I/O edition)is here, flexing its muscles in code editing and web app creation. This newcomer muscles its way to the top of theWebDev Arena Leaderboard. As if that wasn't enough, it scores a jaw-dropping84.8%on VideoMME for video analysis. And guess what? The price tag hasn’t .. read more  

Google debuts an updated Gemini 2.5 Pro AI model ahead of I/O
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@faun shared a link, 7 months ago
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Most AI spending driven by FOMO, not ROI, CEOs tell IBM

Only25%of AI projects actually deliver returns on investment. Yet,61%of CEOs are ready to double down and scale their AI agents. Surprisingly,64%jumped in headfirst, investing before the payoff even showed its face... read more  

Most AI spending driven by FOMO, not ROI, CEOs tell IBM
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@faun shared a link, 7 months ago
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Researchers Fine-Tune LLM for Reasoning with Only 1,000 Examples

Meet the"Wait" token trick—a clever nudge that sharpens a model's reasoning. It mirrors OpenAI's o1-preview magic using only 1,000 examples. And guess what? Not a speck of reinforcement learning in sight... read more  

Researchers Fine-Tune LLM for Reasoning with Only 1,000 Examples
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@faun shared a link, 7 months ago
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3: Think Deeper, Act Faster

Qwen3sets itself apart with its dazzlingHybrid modes. Flip between deep thought and rapid-fire replies. A magician capable of juggling complexity and speed. Themassive 235B modelthrows elbows with the high rollers in AI town. Meanwhile, the nimble30B MoE variantdazzles with its frugality, flexing st.. read more  

3: Think Deeper, Act Faster
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@faun shared a link, 7 months ago
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Alibaba’s ‘ZeroSearch’ lets AI learn to google itself — slashing training costs by 88 percent

Alibaba researchers developed ZeroSearch to train large language models (LLMs) to search for information without using real search engines, reducing costs by up to 88%. ZeroSearch outperformed Google in experiments, demonstrating the potential for AI systems to simulate search and reduce reliance on.. read more  

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@faun shared a link, 7 months ago
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OpenAI plans to release a new 'open' AI language model in the coming months

OpenAI's having a change of heart. Picture a reluctant flipper resting on the high-dive, finally plunging into open waters. They're ready to unleash an“open” language model, thanks to pressure from competitors likeDeepSeekandMetawho have been living the open-source dream. CEO Sam Altman has conceded.. read more  

OpenAI plans to release a new 'open' AI language model in the coming months
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@faun shared a link, 7 months ago
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Foundation Model for Personalized Recommendation

Netflixhas given its recommender system a makeover with a foundation model similar toLLMs. The goal? Turbocharge efficiency and scalability by making member preferences the star of the show. They turned user interactions into tokens, kind of like BPE in NLP, and employedsparse attentionto zero in on.. read more  

Foundation Model for Personalized Recommendation
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@faun shared a link, 7 months ago
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Coding emerges as generative AI’s breakout star

AI coding tools are revolutionizing software development, with many developers already using them for efficiency gains. OpenAI's latest model ranks in the top competitive coders percentile, showing rapid progress in reasoning abilities. AI coding tools are set to support huge context windows, potent.. read more