LLMS

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Black Forest Labs Releases FLUX.2 Klein Models

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@testingcatalog

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15 January 2026 18h30

Black Forest Labs released FLUX.2 [klein] models in 4B and 9B sizes.

– Klein 4B under Apache 2.0
– Klein 9B as open weights
– Very fast 👀
– Available on BFL Playground for testing https://t.co/PYwP7mteSJ pic.twitter.com/0zFG0J7pjh
— 🚨 AI News | TestingCatalog (@testingcatalog) 15 janvier 2026

Black Forest Labs released FLUX.2 [klein] models in 4B and 9B sizes. – Klein 4B under Apache 2.0
– Klein 9B as open weights
– Very fast – Available on BFL Playground for testing

→ View original post on X — @testingcatalog

Google Releases TranslateGemma Models

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@testingcatalog

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15 January 2026 18h23

Google released a set of TranslateGemma models in 4B, 12B, and 27B parameter sizes, with support for 55 languages and a lower error rate.

From Magic 8-Ball to consultant panel: method tested across domains

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15 January 2026 18h19

I’ve tested this on:
→ Business strategy decisions
→ Technical debugging
→ Research synthesis
→ Investment analysis The difference isn’t subtle. It’s like going from a Magic 8-Ball to a panel of consultants. And it works in ChatGPT, Claude, Gemini. Any model.

Multi-perspective check catches errors before they reach you

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15 January 2026 18h19

The multi-perspective check catches errors before they reach you: ✓ Does the logic actually hold?
✓ Are the facts grounded?
✓ Is anything missing?
✓ Are there hidden assumptions? Most AI answers fail at least one of these. This framework catches them.

AI framework vs standard prompt: breakdown and verification

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15 January 2026 18h19

Real example:
Standard prompt: “What’s the best marketing strategy for my SaaS?” AI gives you ONE answer. Sounds confident. Might be completely wrong for your situation. With this framework:
AI breaks it down, verifies each piece, tells you WHERE it’s uncertain. Night and day.

MIT’s Recursive Meta-Cognition Boosts Prompting by 110%

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15 January 2026 18h19

R.I.P. basic prompting. MIT just dropped a technique that makes ChatGPT reason like a team of experts instead of one overconfident intern. It’s called “Recursive Meta-Cognition” and it outperforms standard prompts by 110%. Here’s the prompt (and why this changes everything)

→ View original post on X — @miketamir

Reciprocal Rank and Relative Score Fusion Hybrid Search

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@miketamir

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15 January 2026 17h11

Reciprocal Rank Fusion and Relative Score Fusion: Classic Hybrid Search Techniques https://
buff.ly/82sOdAd
#AI #MachineLearning #DeepLearning #LLMs #DataScience

→ View original post on X — @testingcatalog

Google Integrates Agentflow into Gemini for Business

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@testingcatalog

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15 January 2026 16h53

Google is working on integrating Agentflow into Gemini for Business. Agentflow is an automation builder in Google Workspace that allows you to build agentic pipelines, and it seems like they will become more integrated into Gemini Agent builder in the future. Consolidation