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Survey of Abduction, Deduction, Induction, Analogy, Inquiry • 5
This is a Survey of blog and wiki posts on three elementary forms of inference, as recognized by a logical tradition extending from Aristotle through Charles S. Peirce. Particular attention is paid to the way the inferential rudiments combine to form the more complex patterns of analogy and inquiry.
Anthem
Blog Dialogs
- Abduction, Deduction, Induction, Analogy, Inquiry • (1) • (2) • (3) • (4) • (5) • (6) • (7) • (8) • (9) • (10) • (11) • (12) • (13) • (14) • (15) • (16) • (17) • (18) • (19) • (20) • (21) • (22) • (23) • (24) • (25) • (26) • (27) • (28) • (29) • (30) • (31)
Blog Series
- Functional Logic • Inquiry and Analogy • (1) • (2) • (3) • (4) • (5) • (6) • (7) • (8) • (9) • (10) • (11) • (12) • (13) • (14) • (15) • (16) • (17) • (18) • (19) • (20) • (21)
- Discussions • (1)
Blog Surveys
OEIS Wiki
- Functional Logic • Inquiry and Analogy
- Prospects for Inquiry Driven Systems
- Introduction to Inquiry Driven Systems
- Information = Comprehension × Extension
- Inquiry Driven Systems • Inquiry Into Inquiry
Ontolog Forum
- Abductive Inference, Concept Formation, Hypothesis Formation
- Information = Comprehension × Extension • Revisited
- Pragmatic Semiotic Information (Ψ)
cc: FB | Inquiry Driven Systems • Laws of Form • Mathstodon • Academia.edu
cc: Conceptual Graphs • Cybernetics • Structural Modeling • Systems Science
Inquiry Into Inquiry · Surveys
More from 
Inquiry Into Inquiry
'DAGs as Minimal I-maps for the Induced Models of Causal Bayesian Networks under Conditioning', by Xiangdong Xie, Jiahua Guo, Yi Sun.
http://jmlr.org/papers/v26/23-0002.html
#inference #causal #bayesian
Local LLM inference – impressive but too hard to work with
Medium · Local LLM inference - Amir Zohrenejad - Medium
Replied in thread
♬ Day 19 cont 
️
“The #LiberalParty has accidentally left part of its email provider’s #subscriber details exposed, revealing the types of #data harvested by the party during the #election campaign.
This gives rare #insight into some of the specific kinds of data the party is keeping on voters, including whether they are “predicted Chinese”, “predicted Jewish”, a “strong Liberal” and other #PersonalInformation.”
#AusPol / #DataScience / #inference / #voters / #Liberal / #LNP / #Nationals <https://www.crikey.com.au/2025/04/17/victorian-liberals-data-exposed-email-mailchimp-federal-election-crikey/>
Crikey · ‘Predicted Chinese’, ‘predicted Jewish’: Liberals accidentally leave voter-tracking data exposed
The Path to Open-Sourcing the DeepSeek Inference Engine
https://github.com/deepseek-ai/open-infra-index/tree/main/OpenSourcing_DeepSeek_Inference_Engine
GitHubopen-infra-index/OpenSourcing_DeepSeek_Inference_Engine at main · deepseek-ai/open-infra-indexProduction-tested AI infrastructure tools for efficient AGI development and community-driven innovation - deepseek-ai/open-infra-index
Ironwood: The first Google TPU for the age of inference
https://blog.google/products/google-cloud/ironwood-tpu-age-of-inference/
Google · Ironwood: The first Google TPU for the age of inference
Learn how to optimize LLMs for faster inference and better testing using powerful open source tools — boost performance without breaking the bank with Sho Akiyama & Andre Rusli at #FOSSASIASummit2025
Click here https://youtu.be/8BJLqJ7_xcc?si=eBL0trVWi6PoUpSm to watch on the FOSSASIA YouTube channel
#LLM #AI #Inference #OpenSourceTools #FOSSASIA
youtu.be- YouTubeEnjoy the videos and music you love, upload original content, and share it all with friends, family, and the world on YouTube.
How 'inference' is driving competition to Nvidia's AI chip dominance
https://www.ft.com/content/d5c638ad-8d34-4884-a08c-a551588a9a28
Financial Times · How ‘inference’ is driving competition to Nvidia’s AI chip dominance
This New AI Scaling Method Challenges Scaling Laws — But Can It Deliver?
#AI #AIResearch #AIScaling #MachineLearning #Inference #AIModels #GenAI #TechInnovation #AIPerformance #AIEfficiency #DeepLearning
NVIDIA Dynamo: Scaling AI inference with open-source efficiency https://www.artificialintelligence-news.com/news/nvidia-dynamo-scaling-ai-inference-open-source-efficiency/ #nvidia #dynamo #opensource #inference #ai #tech #news #technology
AI News · NVIDIA Dynamo: Scaling AI inference with open-source efficiencyNVIDIA has launched Dynamo, an open-source inference software designed to accelerate and scale reasoning models within AI factories.
Nvidia Dynamo: A Datacenter Scale Distributed Inference Serving Framework
GitHubGitHub - ai-dynamo/dynamo: A Datacenter Scale Distributed Inference Serving FrameworkA Datacenter Scale Distributed Inference Serving Framework - ai-dynamo/dynamo
“How ‘inference’ is driving competition to Nvidia’s #AI chip dominance”
#NVidia / #reasoning / #inference <https://archive.md/AYHs7>
Tenacity, Authority, Plausibility, Inquiry
• https://inquiryintoinquiry.com/2025/02/14/tenacity-authority-plausibility-inquiry-a/
• https://bsky.app/profile/inquiryintoinquiry.bsky.social/post/3li5nmqdc3s2a
Re: Peter Cameron • Mathematics and Logic
• https://cameroncounts.wordpress.com/2010/01/03/mathematics-and-logic/
My favorite polymathematician, Charles Sanders Peirce, gave a fourfold classification of what he called “methods of fixing belief”, or “settling opinion”, most notably and seminally in his paper, “The Fixation of Belief” (1877). Adjusting his nomenclature very slightly, if only for the sake of preserving a mnemonic rhyme scheme, we may refer to his four types as Tenacity, Authority, Plausibility (à priori pleasing praiseworthiness), and full‑fledged Scientific Inquiry.
Reference —
Peirce, C.S. (1877), “The Fixation of Belief”, Popular Science Monthly 12, 1–15.
• https://www.cspeirce.com/menu/library/bycsp/fixation/fx-frame.htm
#Peirce #Logic #Mathematics #Belief #Opinion #Knowledge #Inference
#BeliefFixation #Method #Tenacity #Authority #Plausibility #Inquiry
Inquiry Into Inquiry · Tenacity, Authority, Plausibility, Inquiry
More from Inquiry Into Inquiry
How is #censorship implemented in #deepseek? A link to #wikipedia referring to the #tienanmen square can spark an #ethical judgment on the #chinese government. Of course it dare not speak its name 
Since censorship is active also on locally run model, probably it is implemented toward the last steps of #inference, while the training set was hastily used and not “curated” for censorship. #AI #LLM
Good overview and easy read piece on what is worrisome (maybe) and not a big deal about DeepSeek. https://www.platformer.news/deepseek-ai-explainer-china-worries/ #AI #DeepSeek #inference #AITraining #Chatgpt #Claude
Pat Gelsinger (ex Intel CEO) is now a seed investor in Fractile Claim: 100x Faster* at 1/10th the cost * Decode tok/s, versus a (cluster of) H100 GPUs with 8-bit quantisation and TensorRT-LLM, on Llama2 70B Their website is: www.fractile.ai #LLM #AI #Inference
At #CES2025, AMD demonstrated its latest Instinct #MI325X accelerator for #AI and #HPC workloads, which also happens to be the world's only processor with 256 GB of HBM3E and promises to be one of the most efficient #GPUs for #inference
www.tomshardware.com/tech-industr...
AMD's Instinct MI325X smiles f...
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