Joined January 2011
40 Photos and videos
RT @thepanta82: @theo There's a strong assumption here that tests can fully describe a system. But I've yet to make a user facing system wh…
2
Bee0l@⚡🌋 retweeted
My disillusionment with AI peaked this week as I attempted to perform complex analyses of real-life situations and model potential outcomes. I encountered several limitations rooted in: 1. A lack of full understanding of context while using natural language. 2. Limited availability of African data and relevant use cases. The AI kept producing templated responses, which I systematically challenged. Eventually, it admitted that it didn't have the answers. While I felt relieved by this acknowledgment, I was also saddened by the realization. Significant time and resources have been invested in platforms that are, at best, glorified calculators. I've come to understand what AI is suitable for and what it is not. It's wise to avoid using AI to prepare for high-stakes interactions with others. However, it can be helpful for refining outputs and generating specific inputs. Ultimately, it is not true intelligence; it is merely data manipulation.
It’s upsetting to watch so many people be led to believe a software feature created from human exhaust is an alien intelligence. It’s a psyop. LLMs are a clever way to compress and search large databases with patterns. They have now inhaled effectively all of human knowledge. From this point, there will be spikes of improvement in narrow areas, but the big models are already collapsing from inhaling their own exhaust. The core technology is at least 40 years old. Neural networks are nothing new. We’re just attaching obscene amounts of computing and data to them. The physical nature of an LLM is literally just a database of tokens (word parts) and weights (relationships) that can be queried. It is not magic. It can be made deterministic by setting the entropy aka temperature to zero. It is a clever way to store an immense amount of data and retrieve it through token predicting. “Agents” are just LLMs being queried in a loop. They take exponentially more energy and suffer the same problems as chatbots—hallucinations and sycophancy—but exponentially more complicated to solve. In reality, it’s all a category error. It’s a mirage created by the desire of a small group of elites to build a technological and financial moat around themselves. “AGI” is the McGuffin, the plot device, to serve as the messiah that will deliver people from the toils of everyday life. The broligarchs are trying to sell us our own replacements. According to them, we won’t have to drive, or work, or think anymore. The robots and AI will all do it for us. It’s the oldest con there is: magic beans. Your chatbot is not your Jesus or your girlfriend. Your Claude instance is not intelligent. It’s a search engine for human knowledge stolen from the internet and the destruction of physical books. So please understand. You are witnessing the biggest financial bubble in all of human history based on deceptive marketing, astroturfing, and cult dynamics. You are not witnessing the birth of a new intelligence. Unfortunately, that’s a battle we’re losing.
24
43
167
15,473
Bee0l@⚡🌋 retweeted
A nation that is serious about developing its human capital through education must first be seen to be serious about the quality of teachers and teaching at all levels of education delivery. This is a step in the wrong direction. Even the Holy Book says “teachers are worthy of stricter judgment” Let’s not further lower the standard of the already embattled state of education in the country!
May 11
Candidates seeking admissions into Education Programs and Agriculture non-Engineering Courses are now exempted from UTME.
1
33
Bee0l@⚡🌋 retweeted
37.5% and 25% cannot be acceptable cut off points in any exam globally. Why are we lowering the standard @JAMBHQ?
May 11
The Heads of Tertiary Institutions in Nigeria had unanimously agreed that the Minimum Admissible Scores for admissions into Universities should be 150, Colleges of Nursing, 150, and Polytechnics, 100.
1
1
45
Bee0l@⚡🌋 retweeted
Replying to @tuteriacorp
@tuteriacorp pays within this range for engineering talent. If you’re great at problem solving, engineering and building with AI, send a DM. I’m actively recruiting Senior and Mid level engineers. Backend & Full stack Engineers Typescript-based.
Junior (1-3 years) 200-600k Mid level (3-5 years) 500-1.2m Senior (5 ) 800-2.5m Technical lead 1.5m This is typically net, different companies depending on scale tend to have other benefits
1
1
113
Bee0l@⚡🌋 retweeted

9
3
62
6,357
Bee0l@⚡🌋 retweeted
Replying to @nextjs
lol
4
2
29
2,467
Bee0l@⚡🌋 retweeted
Why this matters for crime policy: Most interventions target foot soldiers (arrests, deterrence, job training). But if it's a tournament, the policy lever is: reduce returns to winning. Target gang leaders, not foot soldiers. Collapse the prize structure.
33
55
1,753
128,963
Bee0l@⚡🌋 retweeted
Replying to @DavidKPiano
Non-coding architects have been one of the biggest banes in the programming industry of all time. People claim they have met ones that are good, I have never met one that is good and I would be happy to work for
2
3
68
2,130
Bee0l@⚡🌋 retweeted
Feb 13
sorry but opus 4.6 is a completely retarded and braindead model. i only tolerate it because it writes better prose, but the levels of sloppiness and reward hacking are through the roof.
24
2
161
18,928
Bee0l@⚡🌋 retweeted
🧪 Experimental: Use OpenCode with Claude Code, Codex, and Amp - Universal coding agent control - HTTP API for sandboxed agents - OpenCode TUI, web UI, SDK Available in Sandbox Agent SDK 0.1.6
59
43
739
120,815
Bee0l@⚡🌋 retweeted
Replying to @MichaelAsiedu_
Without users and sales those are meaningless
2
10
406
Bee0l@⚡🌋 retweeted
African startups should stop defaulting to AWS and Kubernetes. Get a VPS on Hetzner, deploy with Coolify, and start experimenting until you start making money. Oh, and when you do start making money, still stay there!
170
387
2,581
183,710
Bee0l@⚡🌋 retweeted
Next iteration of the Vibe Coder's Keyboard - now with Voice Mode!
292
397
4,256
634,942
Bee0l@⚡🌋 retweeted
Unpopular opinion: Unless you’re just prototyping, you should aim to understand as close to 100% of production code generated by LLMs. Yes, all of it. Effective mental models are still important for humans to sustainably maintain and evolve a codebase via prompting alone.
151
265
3,086
261,635
Bee0l@⚡🌋 retweeted
Replying to @Austen
Indeed.
1
8
31
2,001
Bee0l@⚡🌋 retweeted
Replying to @flybayer
this is like waterfall development though. I just don’t buy into this :) it doesn’t work, as you implement something you want to continuously refine and change it
6
1
23
1,720
Bee0l@⚡🌋 retweeted
I haven’t actually look at the ralph stuff something about it just feels wrong to me. like a new level of slop by just getting whatever works I still don’t understand why you don’t want to be deeply involved in the creative tech process
48
8
230
25,417
Bee0l@⚡🌋 retweeted
And this desire to be led also includes a need to be inspired by your leader’s charisma and slogans. Such extrinsic inspiration is foreign to (and ineffective for) high agency people, as their inspiration comes largely from within.
A lot of high agency people who would make great executives would make terrible middle managers, because they don't understand the "desire to be led" that many people have—because they have never experienced this themselves
10
17
228
32,616
Bee0l@⚡🌋 retweeted
A lot of high agency people who would make great executives would make terrible middle managers, because they don't understand the "desire to be led" that many people have—because they have never experienced this themselves
93
129
2,175
243,071