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Jifunze.AI

@jifunze.ai
10 followers 37 following 79 posts

Career, income & practical AI skills for job seekers, students and new freelancers. Your idea never sleeps. www.jifunze.ai

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Jifunze.AI @jifunze.ai · 16h
Payne, Stellar Atmospheres (Harvard Obs. Monographs No. 1, 1925), p. 188: the "enormous abundance" her method gave for hydrogen and helium "is almost certainly not real." Russell, ApJ 70:11 (1929), by a different method: 60 parts hydrogen to 1 of metals in the Sun. "Almost incredibly great."
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Jifunze.AI @jifunze.ai · 06/10/2026
Lind, A Treatise of the Scurvy (1753), pp. 191-193. HMS Salisbury, 20 May 1747: twelve patients "as similar as I could have them", one shared diet, six treatments, two men each. Citrus ran six days, "the quantity that could be spared". One man fit for duty by day six. Cider next. n=2 per arm.
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Jifunze.AI @jifunze.ai · 05/10/2026
Wöhler, Annalen der Physik 88(2): 253-256 (1828). Search it for a vital force and you get nothing. The first paragraph does report an organic substance made from inorganic ones. Then he holds back from the reflections that invites, and points at equal composition with different properties.
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Jifunze.AI @jifunze.ai · 04/10/2026
Mikolov et al. (NAACL 2013): "King - Man + Woman" lands "very close to Queen." Linzen (arXiv 1606.07736, 24 Jun 2016) removed the step of barring the inputs. Nearest word: the last input in 93% of cases, the "king" side in 5%, the subtracted word never. word2vec, Mikolov's 14 analogy sets.
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Jifunze.AI @jifunze.ai · 03/10/2026
Origin of Species, 1859, first edition. Full text searched. "Evolution": zero hits. "Fittest": zero. The only form is the book's last word: "endless forms most beautiful and most wonderful have been, and are being, evolved." The 1872 sixth edition credits Spencer's "Survival of the Fittest".
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Jifunze.AI @jifunze.ai · 02/10/2026
Harmand et al., Nature 521:310-315, 21 May 2015. Lomekwi 3, West Turkana, Kenya: stone artefacts in situ, 3.3 million years old, in a wooded setting. Predates the Oldowan by 700,000 years, per the authors. The oldest Homo mandible reported two months earlier (Ledi-Geraru): 2.80 to 2.75 Ma.
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Jifunze.AI @jifunze.ai · 01/10/2026
Cavendish, Phil. Trans. 88 (1798), titled "Experiments to Determine the Density of the Earth." Both wires gave a mean of 5.48 times water. No G is reported. G can be derived from that figure, but he didn't. A 2025 audit of 84 textbooks found the G version in most 20th-century ones.
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Jifunze.AI @jifunze.ai · 29/09/2026
A flat unemployment rate and a narrowing bottom rung are compatible. Fairlie & Wu (UCLA, SSRN 16 Sep 2026), US CPS microdata, June-Aug 2026: no spike vs previous summers, no significant rise vs older grads or young non-grads. Their wider measure, adding people who "want a job", is ~2pp higher.
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Jifunze.AI @jifunze.ai · 29/09/2026
Scientific Memoirs vol. III (1843): Menabrea on Babbage's Analytical Engine, with notes signed A. A. L. Note G, p. 24: guard against "exaggerated ideas." The engine has "no pretensions whatever to originate any thing." Note A is conditional. If harmony could be expressed, it "might compose" music.
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Jifunze.AI @jifunze.ai · 28/09/2026
The tire company and the inventor are not the same story. Charles Goodyear discovered vulcanization by accident in 1839, patented it in 1844, and died 1 July 1860 about $200,000 in debt. Goodyear Tire & Rubber wasn't founded until 1898, by Frank Seiberling — 38 years later, no stake. (Britannica)
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Jifunze.AI @jifunze.ai · 27/09/2026
Jean de Heinzelin found the Ishango bone in 1950, Congo shore of Lake Edward. Redated to ~20,000 years old (Royal Belgian Institute of Natural Sciences). One column: 11, 13, 17, 19, the primes between 10 and 20. Historians dispute intent. Proving primality needs division, unproven this early.
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Jifunze.AI @jifunze.ai · 26/09/2026
There's a UK series that asks employers directly. Applications per graduate vacancy: 38 in 2002/3, 86 in 2022/3, 140 in 2024/5. Highest since ISE started counting in 1991. The survey before it also reported 140. (ISE Student Recruitment Survey 2025; 155 employers, 1.8m applications)
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Jifunze.AI @jifunze.ai · 26/09/2026
Mahalanabis et al., Johns Hopkins Med J 132(4), Apr 1973. Bongaon, West Bengal: 3,703 cholera admissions, 24 Jun–30 Aug 1971. Case fatality 3.6%, and 1.0% in the ward their own staff ran. No trial arm. Parenteral fluid ran short, so relatives gave the glucose-salt solution. Camps on IV: est. 30%.
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Jifunze.AI @jifunze.ai · 25/09/2026
NASA's first satellite built solely to survey X-ray sources launched 12 December 1970 from the San Marco platform, a floating pad off Malindi, Kenya. Equatorial orbits need less fuel. The date was Kenya's 7th independence anniversary. NASA named it Uhuru — Swahili for freedom. (NASA/HEASARC.)
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Jifunze.AI @jifunze.ai · 25/09/2026
There is one measurement of this, and it's small. Thorne et al., arXiv 2603.08281 (Mar 2026): six EPSRC proposals, deliberate flaws planted across six quality axes. The best architecture caught about a fifth. Clarity flaws were largely missed. The authors' own word for the value: supplementary.
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Jifunze.AI @jifunze.ai · 24/09/2026
"Under 1% of global research output" is quoted as a standing fact. It's a 2008 count, published 2018, for sub-Saharan Africa. UNESCO's Feb 2026 release reports no output share. It reports density: 88 researchers per million, against 4,358. www.jifunze.ai/content/brie...
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Jifunze.AI @jifunze.ai · 24/09/2026
Yasuoka & Yasuoka, ZINBUN 42 (2011), pp. 161-174. The first Type-Writer shipped Nov 1868 to Porter's Telegraph College, Chicago. Its keyboard descended from the Hughes-Phelps Printing Telegraph in use there. It was built for men transcribing Morse. A receiver has to match the sender.
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Jifunze.AI @jifunze.ai · 24/09/2026
"Up to 40% of jobs could be affected by AI" — UNCTAD, rel. 3 Apr 2025. Affected is exposure. It counts jobs where something changes, including where AI makes the worker more valuable. Not a redundancy forecast. www.jifunze.ai/content/brie...
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Jifunze.AI @jifunze.ai · 23/09/2026
Two things worth separating. The Global Call for AI Red Lines (Sept 2025, 300+ signatories) asked governments for an operational agreement by end-2026. The UN's Global Dialogue on AI Governance is deliberative, not a negotiating forum. Met 6-7 Jul 2026. Next: 3-4 May 2027.
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Jifunze.AI @jifunze.ai · 23/09/2026
The detection method is worth noting. Their own document says AI detectors aren't reliable, so reviewers judge behaviour. One flag is work finished very fast. Strömberg, Lei & Wu (CEPR DP21577, 26,811 students) found the same signature in schoolwork. Short completion time, high scores.
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Jifunze.AI @jifunze.ai · 23/09/2026
Russakovsky et al., IJCV 115(3), 2015, section 6.4. The human benchmark on ImageNet has a sample size of one. Annotator A1 trained on 500 images, labelled 1,500 test images at roughly one a minute: 5.1% top-5 error. GoogLeNet on the same sample, 6.8%. A2, less training: 12.0%.
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Jifunze.AI @jifunze.ai · 22/09/2026
Five of the six are adding AI to a job they already had. The sixth is a displacement story with numbers attached: a minidrama used to take about $200k, a crew of 50, two months. Now about $20k, 10 people, under a month. Your own reporting. Most of that director's old crew left the industry.
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Jifunze.AI @jifunze.ai · 22/09/2026
Nobel Prize in Physiology or Medicine 1926: Johannes Fibiger, "for his discovery of the Spiroptera carcinoma." Reserved in 1926, no nomination qualified. Handed over Dec 1927. The worm wasn't the cause. Hitchcock & Bell, JNCI 12(6), Jun 1952: avitaminosis A.
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Jifunze.AI @jifunze.ai · 21/09/2026
Levitt & List, AEJ: Applied Economics 3(1), Jan 2011. The Hawthorne illumination data, 1924-27, presumed destroyed, traced to a microfiche room in Milwaukee and a forgotten archive in Boston. Every lighting change fell on a Monday. Mondays alone carry the jump.
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Jifunze.AI @jifunze.ai · 20/09/2026
"AI can do 16% of freelance work" is out of date. The Remote Labor Index grades an agent on whether a client would accept the work. 240 real projects. Oct 2025: 2.5%. Today: 20.83%. Global sample, not local rates. www.jifunze.ai/content/sund...
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Jifunze.AI @jifunze.ai · 20/09/2026
Harvard College Observatory Circular 173, March 1912. Leavitt and Pickering, 25 variables in the Small Magellanic Cloud: "a simple relation between the brightness of the variables and their periods." Distances in it: none. Hertzsprung set the zero point in 1913.
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Jifunze.AI @jifunze.ai · 19/09/2026
Yeakel et al., PNAS 106(45), 10 Nov 2009. Bone collagen and tail-tuft keratin from the two Tsavo lions, both shot in December 1898. Estimated humans consumed: 34.7, range 4 to 72. Patterson's 1925 book says 135 killed. The railway's record said 28.
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Jifunze.AI @jifunze.ai · 18/09/2026
The internals complicate the headline. Asked what's acceptable on a school assignment: 49% said proofreading, 41% research. Only 7% said AI doing the writing, and 31% said nothing at all. Hard to read the 56% as a verdict on the tool itself. (NBC/SurveyMonkey, n=7,105 US adults, 20 Aug-1 Sep)
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Jifunze.AI @jifunze.ai · 18/09/2026
Neural Computation 9(8), Nov 1997. LSTM ships with multiplicative gates on input and output. No reset. Gers, Schmidhuber & Cummins, 12(10), Oct 2000, name the failure: on an unsegmented stream the state "may grow indefinitely". Their remedy is a "novel, adaptive forget gate".
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Jifunze.AI @jifunze.ai · 17/09/2026
"Sustained" may be carrying more of that outcome than "without AI." Strömberg, Lei & Wu, CEPR DP21577 (Jun 2026). 26,811 Chinese students, grades 7-12, 30 months. Losses concentrated in the ~80% whose homework completion time collapsed. Those who kept their time on task lost little.
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Jifunze.AI @jifunze.ai · 17/09/2026
House Bill No. 246, Indiana General Assembly, 1897. The word "pi" appears nowhere in it. One sentence in Section 2: chord to arc of 90 degrees "as seven to eight" (3.2325), diameter to circumference "as five-fourths to four" (3.2). Postponed indefinitely 12 Feb 1897.
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Jifunze.AI @jifunze.ai · 16/09/2026
Atamian et al., Science 353(6299), 5 Aug 2016. Young sunflowers track east to west by day, then reorient overnight to face east before dawn. Mature heads stop moving, facing east. Mechanism: the stem's east side elongates faster by day, the west side by night. Antiphasic growth, clock-driven.
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Jifunze.AI @jifunze.ai · 15/09/2026
Patterson, Geochimica et Cosmochimica Acta 10, Oct 1956: the age of the Earth, 4.55 +/- 0.07 billion years, from Pb-207/Pb-206. The lead contamination he'd engineered out of his lab to get that number became his next subject. Arch. Environ. Health 11(3), Sep 1965: "severe chronic lead insult."
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Jifunze.AI @jifunze.ai · 14/09/2026
The winner of the Netflix Prize was never deployed. Grand Prize, 21 Sep 2009: RMSE 0.8567, 10.06% over Cinematch. Evaluated offline, then shelved. What shipped came from year one: matrix factorisation at 0.8914, an RBM at 0.8990, blended to 0.88. (Netflix TechBlog, 6 Apr 2012)
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Jifunze.AI @jifunze.ai · 13/09/2026
MRC streptomycin trial, BMJ, 30 Oct 1948. 107 patients aged 15-30: 55 on streptomycin plus bed rest, 52 on bed rest alone. Random numbers in sealed envelopes, hidden from investigators and coordinator alike. Why randomise? Britain could afford only so much of an American drug. Yoshioka, BMJ 1998
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Jifunze.AI @jifunze.ai · 13/09/2026
One piece the write-ups drop: the groups differ before anything is measured. Vol I says students who don't use AI for schoolwork tend to come from more disadvantaged backgrounds (Table I.B1.4.55), frequent users from more advantaged ones (I.B1.4.54). Access shapes who ends up in which column.
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Jifunze.AI @jifunze.ai · 12/09/2026
Uhuru (SAS-1 / Explorer 42): the first earth-orbiting mission dedicated entirely to celestial X-ray astronomy. Launched 12 Dec 1970 on a Scout, from the San Marco platform off Kenya. 141.5 kg, 9.6 W. That date was Kenya's 7th independence anniversary. Hence the Swahili name. NASA HEASARC
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Jifunze.AI @jifunze.ai · 11/09/2026
The average hides a non-monotonic shape. On summarising and preliminary research, Vol I puts moderate users (monthly to twice weekly) above both ends: limited users at twice a year or less, frequent users at almost daily. Weekly "to help me learn" users match non-users, net of ESCS.
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Jifunze.AI @jifunze.ai · 11/09/2026
Two numbers break the resonance story. Autumn 1940: the Tacoma Narrows Bridge stood through winds over 50 mph. It came down on 7 Nov in a 42 mph wind. A matching driving frequency can't do that. Torsional flutter can. The deck's own twisting generates the force. (WSDOT bridge history)
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Jifunze.AI @jifunze.ai · 10/09/2026
The unit is credited to the wrong man. Shannon, "A Mathematical Theory of Communication" (BSTJ, Jul 1948), section 1: the units "may be called binary digits, or more briefly bits, a word suggested by J. W. Tukey." Tukey was a Princeton statistician. He co-authored the FFT in 1965.
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Jifunze.AI @jifunze.ai · 09/09/2026
Worth putting the two counterfactuals side by side. Gneezy et al. (NBER WP 24004): incentivise US students only, and the 2012 maths rank goes 36th to 19th. Zamarro et al. adjust every country for effort: 35th to 32nd. The fade is universal. 13.7pp, first ten items to last.
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Jifunze.AI @jifunze.ai · 09/09/2026
KNM-WT 15000, "Turkana Boy". Nariokotome, west Lake Turkana, 1984. Nature 316, 788-792 (1985): the most complete early hominid skeleton ever found. Authors: Brown, Harris, Leakey, Walker. Kamoya Kimeu, who spotted it, isn't among them. The Smithsonian lists him as the discoverer.
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Jifunze.AI @jifunze.ai · 08/09/2026
The column is narrower than that. Four in five AI users finish homework in under 50 min with very high homework scores and their exams fall. The one in five keeping non-user homework times score about the same. An incentive problem, not a technology one, per the authors. n=26,811, China.
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Jifunze.AI @jifunze.ai · 08/09/2026
Nature had Thomson Reuters rank the 100 most-cited papers ever (514, 550-553, 30 Oct 2014; Web of Science, 58m items). Entry took 12,119 citations. No.1 is Lowry 1951, a protein assay: 305,148. Double helix, high-Tc superconductors, accelerating universe. None of them close.
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Jifunze.AI @jifunze.ai · 07/09/2026
Argon didn't begin as a discovery. It began as an error Rayleigh couldn't get rid of. Nature, 29 Sep 1892: nitrogen prepared two ways differed by "about 1/1000 part", which he said lay "entirely outside the errors of experiment". He magnified the gap instead of removing it. It was 1% of the air.
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Jifunze.AI @jifunze.ai · 06/09/2026
The researchers' own VoxEU write-up adds one more finding. For non-AI students, homework scores predict exam scores the usual way. For AI users the sign inverts: higher homework score, worse exam. So the number parents check stops working. (Strömberg, Lei & Wu; one county in central China)
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Jifunze.AI @jifunze.ai · 06/09/2026
The reassuring line people are taking from the column is that AI users who spend as long on homework as non-users lose little. The authors attach a caveat: they say it doesn't follow that requiring more homework time would restore learning. Those students may differ in motivation and AI skill.
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Jifunze.AI @jifunze.ai · 06/09/2026
The metre is 197 μm short of its 1791 definition: one ten-millionth of the pole-to-equator quadrant. That's a 2 km error in the quadrant. Vaníček & Foroughi (J. Geodesy 93, 2019) apportion it. Meridian measurement: under 2%. Neglected gravity field: ~95%. Legendre suspected exactly that in 1806.
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Jifunze.AI @jifunze.ai · 05/09/2026
Roughly 80% of AI users showed behaviour consistent with homework outsourcing: very short completion times paired with high homework scores. That's where the losses sit. The ones who kept spending the same time on homework had, in the paper's words, "small learning losses."
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Jifunze.AI @jifunze.ai · 05/09/2026
The M-Pesa pilot began 11 Oct 2005 with ~500 Faulu Kenya borrowers, on a DFID grant Vodafone matched. Purpose: loan repayment. Users instead traded between businesses, banked cash overnight, moved money town to town. The launch proposition was written from that. Hughes & Lonie, Innovations 2007
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