AI Drug Discovery: Can 'Future' Funding Revive Ailing Pharma?
Analysis
Key Takeaways
“Innovation drug dreams are traded for 'life-sustaining funds'.”
“Innovation drug dreams are traded for 'life-sustaining funds'.”
“N/A - As only the title and source are given, no quote is available.”
“Analysts say the deal is likely to be welcomed by consumers - but reflects Apple's failure to develop its own AI tools.”
“The article suggests that developers should be strategic in selecting the correct AI tool for specific tasks, avoiding the pitfalls of single-tool dependency and leading to improved code accuracy.”
“AI is not your 'smart friend'.”
“ExcelでCopilotは実用的でないと感じてしまう背景には、まず操作が「自然言語で指示する」という新しいスタイルであるため、従来の関数やマクロに慣れた技術者ほど曖昧で非効率と誤解しやすいです。”
“New Gmail features, powered by the Gemini model, are part of Google’s continued push for users to incorporate AI into their daily life and conversations.”
“According to the Wall Street Journal, citing internal financial disclosure documents, OpenAI's current equity incentive program for employees has reached a new high in the history of tech startups, with an average equity compensation of approximately $1.5 million per employee, applicable to about 4,000 employees, far exceeding the levels of previous well-known tech companies before their IPOs.”
“[Claude Code] has the potential to transform all of tech. I also think we’re going to see a real split in the tech industry (and everywhere code is written) between people who are outcome-driven and are excited to get to the part where they can test their work with users faster, and people who are process-driven and get their meaning from the engineering itself and are upset about having that taken away.”
“"...allows me to edit AI architecture or the learning/ training algorithm locally to test these hypotheses work?"”
“It's just sad that asking stuff to ChatGPT provides way better answers than you can ever get here from real people :(”
“Felt less like a tool and more like a junior dev brainstorming with me.”
“I’m seeing all these charts claiming GLM 4.7 is officially the “Sonnet 4.5 and GPT-5.2 killer” for coding and math.”
“I'm looking for advice on career development and would appreciate input from different perspectives - data professionals, managers, and chemist or folks from adjacent fields (if any frequent this subreddit).”
“Are we seeing the beginning of a similar shift? Is the purity of the “reasoning engine” being diluted by the necessity of commerce?”
“The article's context highlights the need for robust crop planning.”
“Once you've identified a model+quant you can run at home, go to HuggingFace and download it.”
“Instead of mimicking other people’s successful trajectories, you should take your own actions and learn from the reward given by the environment.”
“Anthropic: "Applicants should not use AI assistants"”
“No direct quote from the article.”
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“N/A (The article is a summary, not a direct quote)”
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