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Could an AI do an automated science project?

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I want to create a private discord bot that creates a tl:dr for all the messages around a discussion. I used gemma3:12b to create a tl:dr for around 380 discord messages but the result seems to be not accurate. I am a total beginner so I am not even sure if thats the right or best model for this job. It seems to work good on just a few messages (~20). I only want to feed text to the AI with a single prompt and get the tl:dr as result. Should I switch to a different model? The prompt I gen...

last year i led an AI acceleration program at a company doing 62 million in revenue. we shipped two agents to production. fraud detection and publisher optimization. both working. both live. the part that ate 80% of engineering time wasnt the model. wasnt the prompts. wasnt the data pipeline. it was the workflow. when the fraud agent flagged a suspicious publisher network, who got the alert? the analyst who should've caught it? the manager who reviews quarterly reports? me? without clea...

I just had a long conversation with Claude about 'paraquat' (a type of agricultural chemical) from a scientific and public-policy perspective. I wanted to discuss about its toxicological mechanism, why it is difficult to treat (if someone drinks it), current research, agricultural regulation (many countries have banned this chemical because it's too toxic), safer herbicides, plant-specific biochemical targets, and weed-control methods. These were just some coherent questions about toxicology, me...

"""Invariant compiler — lowers Governance IR into decode governance artifacts.""" from __future__ import annotations from dataclasses import asdict, dataclass from hashlib import sha256 import json from typing import Any from src.authority_mask_lowering import lower_authority_mask from src.governance_ir import GOVERNANCE_IR_VERSION from src.governance_taxonomy import TAXONOMY_SCHEMA_ID from src.invariant_engine import InvariantEngine from src.tra...

src: https://openai.com/index/built-to-benefit-everyone-our-plan/

Article URL: https://mmc.vc/research/ai-x-techbio-featuring-the-future-of-drug-discovery/ Comments URL: https://news.ycombinator.com/item?id=48459145 Points: 1 # Comments: 0

Article URL: https://usecycle.co/blog/zero-reconcilation-for-invoices Comments URL: https://news.ycombinator.com/item?id=48459165 Points: 1 # Comments: 0

Article URL: https://www.visionofhumanity.org/record-conflicts-drive-peace-to-historic-low-as-ai-warfare-surges/ Comments URL: https://news.ycombinator.com/item?id=48459215 Points: 1 # Comments: 0

Article URL: https://www.infoworld.com/article/4182692/meet-hades-the-malware-that-lies-to-ai-security-agents.html Comments URL: https://news.ycombinator.com/item?id=48459256 Points: 1 # Comments: 0

Article URL: https://t4t.eth.link Comments URL: https://news.ycombinator.com/item?id=48459379 Points: 1 # Comments: 1

Article URL: https://www.lemonde.fr/en/economy/article/2026/06/07/china-s-all-round-dominance-from-batteries-to-medicine-from-high-speed-trains-to-ai_6754229_19.html Comments URL: https://news.ycombinator.com/item?id=48459382 Points: 4 # Comments: 1

Article URL: https://www.repowise.dev/blog/engineering/is-ai-written-code-buggier-than-human-code Comments URL: https://news.ycombinator.com/item?id=48459397 Points: 2 # Comments: 0

Article URL: https://www.technologyreview.com/2026/06/09/1137830/learning-to-lead-in-a-hybrid-human-ai-enterprise/ Comments URL: https://news.ycombinator.com/item?id=48459412 Points: 2 # Comments: 0

Article URL: https://www.axios.com/2026/05/29/ai-billionaires-tech-taxes-wealth Comments URL: https://news.ycombinator.com/item?id=48459413 Points: 1 # Comments: 0

Article URL: https://fortune.com/2026/06/08/stocks-ai-bubble-spacex-ipo/ Comments URL: https://news.ycombinator.com/item?id=48459459 Points: 2 # Comments: 0

Article URL: https://developer.apple.com/videos/play/wwdc2026/326/ Comments URL: https://news.ycombinator.com/item?id=48459516 Points: 1 # Comments: 0

Article URL: https://www.reuters.com/business/apple-failed-make-its-ai-tool-comply-eu-regulations-eu-commission-says-2026-06-09/ Comments URL: https://news.ycombinator.com/item?id=48459561 Points: 1 # Comments: 0

Article URL: https://www.reuters.com/world/china/nvidias-ai-pc-push-banks-unproven-demand-beyond-niche-users-2026-06-08/ Comments URL: https://news.ycombinator.com/item?id=48459584 Points: 4 # Comments: 0

Article URL: https://ma.ttias.be/ai-is-a-confidence-booster/ Comments URL: https://news.ycombinator.com/item?id=48459588 Points: 2 # Comments: 0

Article URL: https://www.cnbc.com/2026/06/05/model-routing-on-ai-is-a-problem-for-openai-and-anthropic.html Comments URL: https://news.ycombinator.com/item?id=48459643 Points: 2 # Comments: 0

Article URL: https://www.macworld.com/article/3158943/siri-ai-ill-believe-it-when-i-see-it.html Comments URL: https://news.ycombinator.com/item?id=48459717 Points: 1 # Comments: 0

Article URL: https://www.macrumors.com/2026/06/09/apple-outlines-major-ai-and-developer-tool-updates/ Comments URL: https://news.ycombinator.com/item?id=48459824 Points: 1 # Comments: 0

Article URL: https://fusionauth.io/blog/2026-ai-identity-report Comments URL: https://news.ycombinator.com/item?id=48459828 Points: 1 # Comments: 0

Article URL: https://irowell.io/blog/AI_won%27t_replace_your_mentor,_but_it_might_be_the_only_one_available Comments URL: https://news.ycombinator.com/item?id=48459839 Points: 1 # Comments: 0

Article URL: https://kaku.fun/ Comments URL: https://news.ycombinator.com/item?id=48459843 Points: 1 # Comments: 0

Find an infographic style you like on Pinterest. Reverse-engineer the design by asking ChatGPT to describe it and generate a detailed prompt. Paste your own content into ChatGPT along with that prompt. Give ChatGPT additional visual direction such as typography, color palette, layout structure, icon style, spacing, and overall design language to make it distinct from the original inspiration. Ask it to generate a new infographic prompt using your content and design requirements. ...